We might need to look at everything including hermes, and PKM nightly and or any other such things that might be running already, let's think this through and map everything again properly and tell me how normally things work and how devs set it up and what should our design and use case be right now so we can atleast fix academy and get the paperclip agents running first in the aina-academy while we figure what to do with rest
Ali wants the full picture this time — not just the containerization slice, but everything running on the VDS (Hermes, PKM nightly, Paperclip, the cron/systemd spine), how this is normally done, and then a focused use-case: fix academy + get the Paperclip agents running there first, defer the rest.
Let me do a proper live systems inventory on the VDS before I draw anything — I don't want to map from memory.
cat /Users/Ali/PKM/scratch/pkm-deepdive/vds-exec.sh 2>/dev/null | head -40; echo "---EXISTS---"; ls -la /Users/Ali/PKM/scratch/pkm-deepdive/vds-exec.sh 2>/dev/null
#!/usr/bin/env bash
# vds-exec.sh — single multiplexed SSH channel to the VDS (PKM lane).
#
# WHY: when many workflow lanes hit the VDS in parallel, each would otherwise open
# its own SSH connection → duplicate sessions / "dedup" churn / rate-limit / host-key
# noise. This routes ALL lanes through ONE ControlMaster connection (pre-warmed once);
# every parallel session multiplexes over that single channel. Writes can be serialized
# with run-locked. Portable to macOS (no flock dependency).
#
# Usage:
# vds-exec.sh prewarm # open the master once (do this before fan-out)
# vds-exec.sh status # is the master alive?
# vds-exec.sh run '<remote cmd>' # concurrent-safe remote command (reads)
# vds-exec.sh runl '<remote cmd>' # serialized remote command (writes)
# vds-exec.sh stop # close the master
set -uo pipefail
VDS_HOST="${VDS_HOST:-aina-vds-tf}"
CM_DIR="${CM_DIR:-$HOME/.ssh/cm}"
CP="${CP:-$CM_DIR/pkm-vds.sock}"
LOCKDIR="${LOCKDIR:-$HOME/PKM/scratch/pkm-deepdive/.vds-write.lock.d}"
SSH_OPTS=(
-o BatchMode=yes
-o ConnectTimeout=12
-o ServerAliveInterval=30
-o ServerAliveCountMax=4
-o ControlMaster=auto
-o "ControlPath=$CP"
-o ControlPersist=15m
)
mkdir -p "$CM_DIR" 2>/dev/null || true
chmod 700 "$CM_DIR" 2>/dev/null || true
cmd="${1:-help}"; shift 2>/dev/null || true
case "$cmd" in
prewarm)
ssh "${SSH_OPTS[@]}" "$VDS_HOST" 'echo prewarm_ok; hostname; date "+%Y-%m-%dT%H:%M:%S%z"'
;;
---EXISTS---
-rwxr-xr-x@ 1 Ali staff 2132 Jun 28 20:45 /Users/Ali/PKM/scratch/pkm-deepdive/vds-exec.shcd /Users/Ali/PKM/scratch/pkm-deepdive && ./vds-exec.sh prewarm 2>&1 | head -5
cat > /tmp/vds-inventory.sh <<'INVENTORY'
echo "===== HOST / DISK ====="
hostname; uptime | tr -s ' '; df -h / 2>/dev/null | tail -2
echo; echo "===== CRON (user ali) ====="
crontab -l 2>/dev/null | grep -v '^#' | grep -v '^$' || echo "(none)"
echo; echo "===== SYSTEMD --user UNITS (running) ====="
systemctl --user list-units --type=service --state=running --no-legend --no-pager 2>/dev/null | awk '{print $1}' || echo "(none/unavailable)"
echo; echo "===== SYSTEMD --user TIMERS ====="
systemctl --user list-timers --all --no-legend --no-pager 2>/dev/null | head -20 || echo "(none)"
echo; echo "===== LONG-LIVED PROCESSES (codex/claude/hermes/paperclip/node/runner) ====="
ps -eo pid,etime,rss,comm,args --sort=-rss 2>/dev/null | grep -Ei 'codex|claude|hermes|paperclip|Runner.Listener|run.sh|gateway' | grep -v grep | head -30
echo; echo "===== PAPERCLIP SERVICE ====="
systemctl --user status paperclip 2>/dev/null | head -6 || ls -la ~/.paperclip 2>/dev/null | head
pgrep -fa paperclip 2>/dev/null | head -5
echo; echo "===== /srv/aina/ops listing ====="
ls -la /srv/aina/ops 2>/dev/null | head -40
echo; echo "===== DOCKER ====="
docker version --format '{{.Server.Version}}' 2>/dev/null || echo "(no docker)"
docker ps -a --format '{{.Names}}\t{{.Status}}\t{{.Image}}' 2>/dev/null | head
docker images --format '{{.Repository}}:{{.Tag}}\t{{.Size}}' 2>/dev/null | head
echo; echo "===== SELF-HOSTED RUNNER ====="
ls -la /srv/aina/actions-runner 2>/dev/null | head -5
pgrep -fa 'Runner.Listener' 2>/dev/null | head
echo; echo "===== PKM on VDS? (cron + dirs) ====="
crontab -l 2>/dev/null | grep -iE 'pkm|transcript|sync_remote|vds_session' || echo "(no pkm cron)"
ls -la /home/ali/PKM 2>/dev/null | head -8
echo; echo "===== /srv layout ====="
ls -la /srv 2>/dev/null; echo "--- /srv/repos ---"; ls -la /srv/repos 2>/dev/null | head -20
INVENTORY
B64=$(base64 < /tmp/vds-inventory.sh | tr -d '\n')
./vds-exec.sh run "echo $B64 | base64 -d | bash" 2>&1===== HOST / DISK =====
vmi3344880
12:53:32 up 27 days, 5:50, 9 users, load average: 1.89, 2.02, 1.96
Filesystem Size Used Avail Use% Mounted on
/dev/sda1 232G 165G 67G 72% /
===== CRON (user ali) =====
15 9 * * * cd ~/home-agent-dotfiles && ./autosync.sh >> ~/home-agent-dotfiles/.autosync.log 2>&1
*/15 * * * * cd /home/ali/aina-mission-control && /usr/bin/python3 collector/paperclip_snapshot.py >> /home/ali/aina-mission-control/logs/paperclip-poll.log 2>&1
*/15 * * * * /srv/aina/ops/watchdog.sh >/dev/null 2>&1
0 */2 * * * cd /srv/aina/ops && PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin:/usr/local/bin python3 /srv/aina/ops/team-utilization-monitor.py >> /srv/aina/ops/team-status/monitor.log 2>&1
*/10 * * * * bash /srv/aina/ops/release-marshal.sh >/dev/null 2>&1
0 4 * * * bash /srv/aina/ops/janitor.sh >/dev/null 2>&1
===== SYSTEMD --user UNITS (running) =====
at-spi-dbus-bus.service
dbus.service
gpg-agent.service
hermes-dashboard-aina-chief-of-staff.service
hermes-gateway-aina-chief-of-staff.service
===== SYSTEMD --user TIMERS =====
Tue 2026-06-30 13:00:00 EDT 6min Mon 2026-06-29 13:00:44 EDT 23h ago aina-backup.timer aina-backup.service
Tue 2026-06-30 13:30:00 EDT 36min Mon 2026-06-29 13:30:44 EDT 23h ago aina-r2-backup.timer aina-r2-backup.service
Tue 2026-06-30 14:00:00 EDT 1h 6min Mon 2026-06-29 14:00:44 EDT 22h ago aina-repos-backup.timer aina-repos-backup.service
Tue 2026-06-30 14:23:25 EDT 1h 29min Tue 2026-06-30 12:23:25 EDT 30min ago vds-local-index.timer vds-local-index.service
Wed 2026-07-01 00:00:00 EDT 11h Tue 2026-06-30 00:00:44 EDT 12h ago archive-retention-report.timer archive-retention-report.service
Wed 2026-07-01 08:37:25 EDT 19h Tue 2026-06-30 08:37:25 EDT 4h 16min ago launchpadlib-cache-clean.timer launchpadlib-cache-clean.service
===== LONG-LIVED PROCESSES (codex/claude/hermes/paperclip/node/runner) =====
898536 1-13:50:29 522860 node node /usr/bin/paperclipai run --bind loopback --no-repair
729304 10-19:15:28 485776 codex /home/ali/.npm-global/lib/node_modules/@openai/codex/node_modules/@openai/codex-linux-x64/vendor/x86_64-unknown-linux-musl/bin/codex app-server --listen unix://
112643 02:33:23 243604 hermes /home/ali/.hermes/hermes-agent/venv/bin/python -m hermes_cli.main --profile aina-chief-of-staff gateway run
1306439 1-06:27:21 233036 hermes /home/ali/.hermes/hermes-agent/venv/bin/python -m hermes_cli.main --profile aina-chief-of-staff dashboard --isolated --no-open --host donna.ainative.academy --port 9119
221285 01:13:52 151848 Runner.Listener /srv/aina/actions-runner/bin/Runner.Listener run
229313 01:09:29 126824 codex /home/ali/.npm-global/lib/node_modules/@openai/codex/node_modules/@openai/codex-linux-x64/vendor/x86_64-unknown-linux-musl/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check -
1307003 1-06:26:58 119940 node node /home/ali/.npm/_npx/dd6c45a6a1785775/node_modules/.bin/playwright-mcp --isolated --headless --block-service-workers --output-dir /srv/aina/artifacts/hermes-playwright
298885 42:18 113332 postgres postgres: paperclip paperclip 127.0.0.1(47594) idle
112886 02:33:17 110864 node node /home/ali/.npm/_npx/dd6c45a6a1785775/node_modules/.bin/playwright-mcp --isolated --headless --block-service-workers --output-dir /srv/aina/artifacts/hermes-playwright
112699 02:33:19 101916 npm exec @playw npm exec @playwright/mcp@0.0.75 --isolated --headless --block-service-workers --output-dir /srv/aina/artifacts/hermes-playwright
1306954 1-06:26:59 101648 npm exec @playw npm exec @playwright/mcp@0.0.75 --isolated --headless --block-service-workers --output-dir /srv/aina/artifacts/hermes-playwright
374223 18:18 53520 postgres postgres: paperclip paperclip 127.0.0.1(53718) idle
368357 20:31 50784 postgres postgres: paperclip paperclip 127.0.0.1(40698) idle
251531 56:56 50756 postgres postgres: paperclip paperclip 127.0.0.1(44130) idle
352503 24:48 49840 postgres postgres: paperclip paperclip 127.0.0.1(60668) idle
375445 17:18 48872 postgres postgres: paperclip paperclip 127.0.0.1(48620) idle
348464 26:18 47828 postgres postgres: paperclip paperclip 127.0.0.1(34556) idle
229305 01:09:29 47796 node node /usr/local/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check -
376419 16:42 47484 postgres postgres: paperclip paperclip 127.0.0.1(41602) idle
352504 24:48 42944 postgres postgres: paperclip paperclip 127.0.0.1(60684) idle
898619 1-13:50:26 26524 postgres /usr/lib/node_modules/paperclipai/node_modules/@embedded-postgres/linux-x64/native/bin/postgres -D /home/ali/.paperclip/instances/default/db -p 54329
729293 10-19:15:28 10220 node node /usr/local/bin/codex app-server --listen unix://
427911 00:01 6320 server /home/ali/.claude/remote/srv/d20a77da22b7d4822f758654b226299ad7021c22/server --serve --socket /home/ali/.claude/remote/run/f04a4a68/rpc.sock --token-file /home/ali/.claude/remote/run/f04a4a68/token.1772682399ff78bd
427248 00:12 5868 server /home/ali/.claude/remote/srv/d20a77da22b7d4822f758654b226299ad7021c22/server --bridge --socket /home/ali/.claude/remote/run/f04a4a68/rpc.sock
427919 00:01 5812 server /home/ali/.claude/remote/srv/d20a77da22b7d4822f758654b226299ad7021c22/server --bridge --socket /home/ali/.claude/remote/run/f04a4a68/rpc.sock
2502279 7-07:54:21 4464 server /home/ali/.claude/remote/srv/d20a77da22b7d4822f758654b226299ad7021c22/server --serve --socket /home/ali/.claude/remote/run/2c485e75/rpc.sock --token-file /home/ali/.claude/remote/run/2c485e75/token.f3b1041428df4ed1
221276 01:13:52 3532 run.sh /bin/bash ./run.sh
229302 01:09:29 3492 bash bash -c { echo "## UPDATE (2026-06-30): CI now runs FREE on the self-hosted VDS runner — the GitHub-hosted-minutes billing blocker is RESOLVED. Rebases re-trigger CI on the runner (it processes jobs SERIALLY, so be patient between PRs). Proceed confidently with dedup + rebase + merge. The release-marshal cron will also auto-merge any PR that becomes CLEAN."; cat /srv/aina/ops/lanes/lane-merge-train-v2.md; } | codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check - > /srv/aina/ops/codex-merge-train-v3.log 2>&1
2495638 7-13:24:25 1972 server /home/ali/.claude/remote/srv/d20a77da22b7d4822f758654b226299ad7021c22/server --serve --socket /home/ali/.claude/remote/run/c7daefbe/rpc.sock --token-file /home/ali/.claude/remote/run/c7daefbe/token.cc9f36c897bf2009
112885 02:33:17 1852 sh sh -c playwright-mcp --isolated --headless --block-service-workers --output-dir /srv/aina/artifacts/hermes-playwright
===== PAPERCLIP SERVICE =====
251531 postgres: paperclip paperclip 127.0.0.1(44130) idle
298885 postgres: paperclip paperclip 127.0.0.1(47594) idle
348464 postgres: paperclip paperclip 127.0.0.1(34556) idle
352503 postgres: paperclip paperclip 127.0.0.1(60668) idle
352504 postgres: paperclip paperclip 127.0.0.1(60684) idle
===== /srv/aina/ops listing =====
total 480840
drwxrwxr-x 70 ali ali 36864 Jun 30 11:50 .
drwxr-xr-x 24 ali ali 4096 Jun 30 11:39 ..
-rw-rw-r-- 1 ali ali 0 Jun 29 17:33 .botfix-ainative-academy-aina-academy-108.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 01:30 .botfix-ainative-academy-aina-academy-112.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 06:00 .botfix-ainative-academy-aina-academy-113.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 01:22 .botfix-ainative-academy-aina-academy-117.lock
-rw-rw-r-- 1 ali ali 0 Jun 29 20:15 .botfix-ainative-academy-aina-academy-118.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 06:00 .botfix-ainative-academy-aina-academy-119.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 01:22 .botfix-ainative-academy-aina-academy-120.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 06:00 .botfix-ainative-academy-aina-academy-121.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 01:00 .botfix-ainative-academy-aina-academy-123.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 01:00 .botfix-ainative-academy-aina-academy-124.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 01:00 .botfix-ainative-academy-aina-academy-125.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 05:45 .botfix-ainative-academy-aina-academy-127.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 02:15 .botfix-ainative-academy-aina-academy-129.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 02:15 .botfix-ainative-academy-aina-academy-130.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 02:00 .botfix-ainative-academy-aina-academy-133.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 01:45 .botfix-ainative-academy-aina-academy-134.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 02:00 .botfix-ainative-academy-aina-academy-135.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 03:00 .botfix-ainative-academy-aina-academy-136.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 03:00 .botfix-ainative-academy-aina-academy-137.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 02:30 .botfix-ainative-academy-aina-academy-138.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 02:30 .botfix-ainative-academy-aina-academy-139.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 02:30 .botfix-ainative-academy-aina-academy-140.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 03:30 .botfix-ainative-academy-aina-academy-142.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 03:00 .botfix-ainative-academy-aina-academy-143.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 05:45 .botfix-ainative-academy-aina-academy-144.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 03:45 .botfix-ainative-academy-aina-academy-145.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 03:45 .botfix-ainative-academy-aina-academy-146.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 03:45 .botfix-ainative-academy-aina-academy-147.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 06:00 .botfix-ainative-academy-aina-academy-148.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 05:45 .botfix-ainative-academy-aina-academy-150.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 06:45 .botfix-ainative-academy-aina-academy-151.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 06:30 .botfix-ainative-academy-aina-academy-153.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 07:30 .botfix-ainative-academy-aina-academy-154.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 07:00 .botfix-ainative-academy-aina-academy-155.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 07:45 .botfix-ainative-academy-aina-academy-156.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 07:45 .botfix-ainative-academy-aina-academy-159.lock
-rw-rw-r-- 1 ali ali 0 Jun 30 07:15 .botfix-ainative-academy-aina-academy-160.lock
===== DOCKER =====
29.5.3
alpine:3.20 12.2MB
hello-world:latest 25.9kB
===== SELF-HOSTED RUNNER =====
total 108
drwxr-xr-x 6 ali ali 4096 Jun 30 11:39 .
drwxr-xr-x 24 ali ali 4096 Jun 30 11:39 ..
-rw-rw-r-- 1 ali ali 268 Jun 30 11:39 .credentials
-rw------- 1 ali ali 1667 Jun 30 11:39 .credentials_rsaparams
221285 /srv/aina/actions-runner/bin/Runner.Listener run
===== PKM on VDS? (cron + dirs) =====
(no pkm cron)
total 164
drwxr-xr-x 18 ali ali 4096 Jun 26 21:11 .
drwxr-x--- 73 ali ali 4096 Jun 30 12:51 ..
-rw-r--r-- 1 ali ali 21829 Jun 3 12:19 .active-work.jsonl
-rw-r--r-- 1 ali ali 20480 Jun 2 13:07 .ce_compound_batch_ledger.sqlite
drwxr-xr-x 2 ali ali 4096 May 29 19:47 .claude
drwxr-xr-x 2 ali ali 4096 Jun 5 05:07 .codegraph
drwxr-xr-x 5 ali ali 4096 Jun 2 16:27 .notify-worker
===== /srv layout =====
total 44
drwxr-xr-x 11 root root 4096 Jun 26 19:01 .
drwxr-xr-x 23 root root 4096 Jun 3 15:19 ..
drwxr-xr-x 2 ali ali 4096 Jun 3 08:17 _bringup
drwxr-xr-x 24 ali ali 4096 Jun 30 11:39 aina
drwxr-xr-x 22 ali ali 4096 Jun 27 10:49 aina-hq
drwxr-xr-x 3 ali ali 4096 Jun 26 19:01 archive-hold-2026-06-26
drwxr-xr-x 3 ali ali 4096 Jun 26 19:01 archives
drwxr-xr-x 3 ali ali 4096 Jun 4 11:51 backups
drwxr-xr-x 4 ali ali 4096 Jun 3 16:42 data
drwxr-xr-x 4 ali ali 4096 Jun 11 06:14 data-vault
drwxrwxr-x 24 ali ali 4096 Jun 29 19:30 repos
--- /srv/repos ---
total 96
drwxrwxr-x 24 ali ali 4096 Jun 29 19:30 .
drwxr-xr-x 11 root root 4096 Jun 26 19:01 ..
drwxrwxr-x 2 ali ali 4096 Jun 24 12:40 .acad-worktrees
drwxrwxr-x 4 ali ali 4096 Jun 27 15:48 .fusion
drwxrwxr-x 3 ali ali 4096 Jun 16 00:43 .hermes
drwxr-xr-x 2 ali ali 4096 Jun 25 15:23 .worktrees
drwxrwxr-x 3 ali ali 4096 Jun 17 14:05 .wrangler
drwxrwxr-x 2 ali ali 4096 Jun 5 05:13 _pe-dirty-tree-restore
drwxr-xr-x 24 ali ali 4096 Jun 27 10:45 agentops-for-ali
drwxr-xr-x 19 ali ali 4096 Jun 25 16:42 agentops-for-ali-ain36
drwxr-xr-x 20 ali ali 4096 Jun 30 12:52 aina-academy
drwxr-xr-x 24 ali ali 4096 Jun 27 10:36 aina-cc
drwxr-xr-x 17 ali ali 4096 Jun 27 10:36 aina-core
drwxr-xr-x 7 ali ali 4096 Jun 27 10:45 aina-curriculum-reference
drwxr-xr-x 36 ali ali 4096 Jun 27 10:45 aina-evidence-atlas
drwxrwxr-x 7 ali ali 4096 Jun 11 12:34 aina-founding-reference
drwxr-xr-x 10 ali ali 4096 Jun 27 10:45 aina-jobs-research
drwxrwxr-x 13 ali ali 4096 Jun 29 19:30 aina-paperclip-agent-context
drwxr-xr-x 16 ali ali 4096 Jun 27 10:45 aina-personalization-engineNow let me ground the "fix academy" part in live truth — the current board + PR state, not assumption.
cat > /tmp/vds-acad.sh <<'ACAD'
CID=7d58fc13-7c9a-4c87-b9f8-a7cfae8564a9
echo "===== PAPERCLIP BOARD (aina-academy company) ====="
paperclipai issue list -C "$CID" --json 2>/dev/null | python3 -c "import json,sys,collections;d=json.load(sys.stdin);i=d if isinstance(d,list) else d.get('issues',[]);c=collections.Counter(x.get('status') for x in i);print('counts:',dict(c));print('total:',len(i))" 2>/dev/null || echo "(board unreachable)"
echo; echo "===== PAPERCLIP AGENTS ====="
paperclipai agent list -C "$CID" --json 2>/dev/null | python3 -c "import json,sys;d=json.load(sys.stdin);a=d if isinstance(d,list) else d.get('agents',[]);[print('%-22s %-10s %s'%(x.get('name','?')[:22],x.get('status','?'),x.get('id','')[:8])) for x in a]" 2>/dev/null | head -30 || echo "(agents unreachable)"
echo; echo "===== OPEN PRs aina-academy ====="
cd /srv/repos/aina-academy 2>/dev/null && gh pr list --state open --limit 50 --json number,title,mergeable,mergeStateStatus 2>/dev/null | python3 -c "import json,sys,collections;d=json.load(sys.stdin);c=collections.Counter(x['mergeStateStatus'] for x in d);print('open PRs:',len(d));print('mergeState:',dict(c))" 2>/dev/null || echo "(gh unreachable)"
echo; echo "===== MERGE-TRAIN v3 LOG TAIL ====="
tail -8 /srv/aina/ops/codex-merge-train-v3.log 2>/dev/null || echo "(no log)"
echo; echo "===== RECENT MERGES TO main (last 10) ====="
cd /srv/repos/aina-academy 2>/dev/null && git log origin/main --oneline -10 2>/dev/null
ACAD
B64=$(base64 < /tmp/vds-acad.sh | tr -d '\n')
./vds-exec.sh run "echo $B64 | base64 -d | bash" 2>&1===== PAPERCLIP BOARD (aina-academy company) =====
counts: {'in_review': 56, 'done': 134, 'todo': 66, 'blocked': 1, 'cancelled': 6}
total: 263
===== PAPERCLIP AGENTS =====
Jared idle a873590c
Éowyn idle 8674f22f
Mike paused eb3f53b4
Learner Experience Arc idle d951d059
Harvey idle 85254289
Payments & Entitlement paused 8c4eb84f
Frontend Engineer idle 882dcb72
Product Designer / UX idle 9959caa5
AdTech / Trend Radar paused ab4ff898
Benjamin paused 51b3bd27
Render Pipeline Engine paused 1dde0f8c
COO idle 60554106
Data Protection Office paused 133a449f
Root paused f0d9efa4
Media Engine Producer idle 9d6edcff
Chief Compliance Offic paused 5fb74c15
Data Ingestion Enginee paused e3784df6
API / Backend Engineer paused 06df224c
Assessment & Rubric De idle 958c6092
Hermes Paperclip Bridg idle 596f5873
Rambo paused 9d2018a1
Curriculum Architect idle 3bdfbfc6
Analyst paused b47806ea
Documentation Engineer idle 6cd2c4f3
React Native / Expo En paused 818c1470
Embeddings & Retrieval paused e34e198d
Calibrator idle b74f5dd3
Jessica idle 6454b8e0
Explainer idle 95fbb7b1
Policy & Terms Drafter paused 02bb0c85
===== OPEN PRs aina-academy =====
open PRs: 30
mergeState: {'DIRTY': 29, 'UNSTABLE': 1}
===== MERGE-TRAIN v3 LOG TAIL =====
{"type":"item.completed","item":{"id":"item_545","type":"command_execution","command":"/bin/bash -lc \"git diff --name-only origin/main...HEAD && git diff --check origin/main...HEAD && rg -n '<<<<<<<|=======|>>>>>>>' \"'$(git diff --name-only origin/main...HEAD) || true'","aggregated_output":".github/settings/merge-gate-policy.yml\n.github/workflows/cloudflare-preview-proof.yml\ndocs/handoff/2026-06-30-ain-101-b-cloudflare-preview-proof.html\ndocs/handoff/2026-06-30-ain-101-b-cloudflare-preview-proof.md\npackage.json\nscripts/e2e/cloudflare-preview-proof.ts\ntests/modules/cloudflare-preview-proof-gate.test.ts\n","exit_code":0,"status":"completed"}}
{"type":"item.started","item":{"id":"item_546","type":"command_execution","command":"/bin/bash -lc 'pnpm exec vitest run tests/modules/cloudflare-preview-proof-gate.test.ts --reporter=dot'","aggregated_output":"","exit_code":null,"status":"in_progress"}}
{"type":"item.started","item":{"id":"item_547","type":"command_execution","command":"/bin/bash -lc 'git log --oneline --decorate --max-count=10'","aggregated_output":"","exit_code":null,"status":"in_progress"}}
{"type":"item.completed","item":{"id":"item_547","type":"command_execution","command":"/bin/bash -lc 'git log --oneline --decorate --max-count=10'","aggregated_output":"25a37dab (HEAD -> merge-train/pr-163-20260630) fix(AIN-101-B): restore preview proof alias gate\n4aead5b6 Address PR review feedback (#163)\n0dfceda5 ci: keep preview proof artifact upload non-blocking\n18a17510 docs(handoff): record AIN-101-B preview proof PR\n9cf0d87f feat(release): add Cloudflare preview proof gate\n85b6daf3 (origin/main, main) AIN-178: add L3-L5 launch lesson rubrics (#162)\ne940479e docs(qa): add PKM second-verifier receipt schema (#161)\n5eed1791 docs(release): add AIN-101-D release runbook (#160)\nec0d292f docs(qa): add AIN-100-A coverage gap map (#159)\ncc2a352e docs(curriculum): add AIN-221 L1-L5 gap matrix (#158)\n","exit_code":0,"status":"completed"}}
{"type":"item.completed","item":{"id":"item_546","type":"command_execution","command":"/bin/bash -lc 'pnpm exec vitest run tests/modules/cloudflare-preview-proof-gate.test.ts --reporter=dot'","aggregated_output":"\n RUN v3.2.6 /srv/repos/aina-academy\n\n···\n\n Test Files 1 passed (1)\n Tests 3 passed (3)\n Start at 12:52:48\n Duration 457ms (transform 39ms, setup 0ms, collect 28ms, tests 5ms, environment 0ms, prepare 90ms)\n\n","exit_code":0,"status":"completed"}}
{"type":"item.completed","item":{"id":"item_548","type":"agent_message","text":"#163’s local gate test passes and the diff is narrow. I’m pushing the rebased head now; if the Cloudflare proof check still fails, I’ll comment and skip rather than merge red."}}
{"type":"item.started","item":{"id":"item_549","type":"command_execution","command":"/bin/bash -lc 'git push --force-with-lease origin HEAD:ali/coo-79758b14-ed2-20260630 && sleep 10 && gh pr checks 163 --watch --interval 20'","aggregated_output":"","exit_code":null,"status":"in_progress"}}
{"type":"item.completed","item":{"id":"item_550","type":"agent_message","text":"Fresh #163 CI is attached and pending. This is the decisive run for the Cloudflare preview proof gate."}}
===== RECENT MERGES TO main (last 10) =====
85b6daf3 AIN-178: add L3-L5 launch lesson rubrics (#162)
e940479e docs(qa): add PKM second-verifier receipt schema (#161)
5eed1791 docs(release): add AIN-101-D release runbook (#160)
ec0d292f docs(qa): add AIN-100-A coverage gap map (#159)
cc2a352e docs(curriculum): add AIN-221 L1-L5 gap matrix (#158)
a503f669 docs(AIN-184): sync DPA chat_turn fields (#157)
880fd52d feat(personalization): wire Mesa feature-store runtime (#156)
f9edc664 fix(AIN-257): record evaluator and assessment ledger events (#155)
f424a976 docs(curriculum): flag media-dependent coverage slots (#152)
aeaecd02 feat(personalization): add session-start feature store (#151)I now have the complete live picture. Here's what the inventory shows, and it changes the framing in one important way.
The agents aren't down — the merge layer is the bottleneck. Board: 134 done, 66 todo, 56 in review, 1 blocked. The core agents you wanted up (Curriculum Architect, Product Designer/UX, Documentation, Assessment, Jessica, COO) are all idle = available, not paused. The jam is 30 open PRs, 29 of them conflict-rotted (DIRTY) — that's why work looks stalled: it's finished but can't land. The merge-train is actively draining it (just landed #162, working #163) on the now-free self-hosted runner.
Let me write this up properly — the full map, how real teams do this, and the academy-first plan — with the companion HTML.
sed -n '1,60p' "/Users/Ali/Downloads/agentops for ali/companion-html-spec.md" 2>/dev/null
# Companion HTML Spec
**Read this file before producing any markdown deliverable for Ali. Follow it.**
Every markdown deliverable must be paired with a single-file HTML companion produced from the same content, in the same response. The markdown is the canonical source — for grep, for diffs, for other agents, for downstream LLM ingestion. The HTML is for Ali, who reads visually.
## What "deliverable" means
Apply this rule when the markdown is a finished artifact Ali will review: a plan, report, PRD, retro, analysis, brief, deep-dive, walkthrough, summary, or any document named in a way that signals it's a deliverable.
Do **not** apply this rule to: scratch files, intermediate working memory, TODO lists the agent writes to itself, files inside an agent's own thinking loop, or markdown clearly meant for another agent / LLM to ingest downstream.
If unsure whether something counts as a deliverable, ask Ali before producing.
## How the pair works
Produce `[name].md` and `[name].html` in the same response. Same content, two presentations. Not a summary — the full document, just visually structured so Ali can scan it in 3–5 minutes and read it in full when needed.
Design the visual structure **while drafting**, not as a retrofit after the markdown is finished. The HTML is not a cosmetic wrapper. It is a parallel artifact that uses visual scaffolding to make the same content faster to comprehend.
---
## Background references (load only if needed)
This spec stands on its own. You do not need to read these references to follow it. They exist as deeper background, useful only when this spec doesn't cover an edge case:
- `<PATH>/frontend-design/SKILL.md` — taste guardrails, anti-AI-slop rules, typography discipline. Consult when uncertain about an aesthetic decision the spec doesn't address.
- `<PATH>/html-artifacts/SKILL.md` — when HTML communicates better than markdown, with category-specific patterns. Consult when the deliverable shape is unusual and the structural spine below doesn't fit.
- `<PATH>/visual-explainer/SKILL.md` — when to use SVG vs Mermaid vs CSS Grid vs table for a given comparison. Consult when uncertain which visual pattern fits.
Do not load these proactively. The spec above is the operating contract; these are footnotes for edge cases. If you find yourself reading them, that's a signal that the spec might need to be updated — flag it to Ali.
---
## Visual signature
One self-contained HTML file. No external CSS, JS, or fonts — inline everything. Opens by double-click. Light and dark mode via `prefers-color-scheme`. Mobile-readable. Single column on narrow screens. Max content width 780–820px.
### Palette
Warm cream paper, one saturated accent color, restrained neutrals.
```css
:root {
--bg: #f6f3ec;
--ink: #1a1814;
--ink-soft: #4a463e;
--ink-faint: #8a8478;
--rule: #d9d3c4;
--rule-soft: #e8e3d4;
--paper: #fbf9f2;
--accent: #a8321e; /* deep red — default */
--accent-soft: #c95a44;
--accent-bg: #f4e6e0;
}
@media (prefers-color-scheme: dark) {
:root {
--bg: #14130f;
--ink: #ecead9;sed -n '60,200p' "/Users/Ali/Downloads/agentops for ali/companion-html-spec.md" 2>/dev/null
--ink: #ecead9;
--ink-soft: #b8b4a4;
--ink-faint: #7a7568;
--rule: #2d2a23;
--rule-soft: #1f1d17;
--paper: #1a1814;
--accent: #d4664f;
--accent-soft: #b85540;
--accent-bg: #2a1d18;
}
}
```
The default accent is deep red `#a8321e`. Alternatives — one per artifact, chosen with intent — include ochre `#b8860b`, deep green `#2d5a3d`, Prussian blue `#1d3557`, amber `#c47a1f`, deep purple `#4a2c5e`. Dark mode must look genuinely good, not just inverted.
### Typography
- **Body and headings:** `'Iowan Old Style', 'Palatino Linotype', Palatino, Georgia, serif`
- **Labels, metadata, captions, table headers:** `ui-sans-serif, system-ui, -apple-system, sans-serif`
- **Code, mono labels:** `'SF Mono', 'JetBrains Mono', Menlo, Consolas, monospace`
**Never default to Inter.** Inter signals "generic AI artifact." If the content somehow demands a neutral sans, pick anything else first.
---
## Structural spine
Use this default. Depart deliberately when the artifact warrants — a verdict-up-front review needs different sequencing than a framework deep-dive, and that's fine.
1. **Masthead** — meta strip (publication line, topic + author dot pattern, date), large serif title, italic serif deck/subtitle, byline with reading time and source link
2. **Thesis box** — bordered block with floating "The Single Idea" kicker (or equivalent label); one paragraph stating what this deliverable argues or contains
3. **Comparison strip** (if relevant) — two-column "bad vs good" / "before vs after" / "old vs new" framing where the contrast is the point
4. **Two-column TOC** with numbered anchors (01, 02, 03…)
5. **Numbered sections** with accent-color section-num kicker labels above each `<h2>`
6. **Double-rule closer block** — "Where to start" label and one italic-emphasized takeaway sentence
7. **Footer** — byline, YAML tags block, hashtag pills
---
## Visual rhythm — the rule that makes this work
**Prose is the spine. Visuals interrupt prose; they don't replace it.** A visual element should appear *every screen or two* — not stacked at the end of the document, not absent for ten paragraphs.
The single biggest failure mode in HTML deliverables is sliding into dashboard-mode: every section becomes a card, every comparison becomes a grid, every list becomes a tile, and the artifact ends up prettier but shallower than the markdown it was paired with. Prevent this by treating prose as the default and reaching for a visual element only when it earns its place.
Reach for these patterns when they fit (never decoratively):
| Element | Use when |
|---|---|
| **SVG diagram in `.diagram-wrap`** | Showing a flow, hub-and-spoke loop, decision tree, layered concept, or before/after architecture. Real SVG with proper labels and arrows — never ASCII, never emoji |
| **Comparison strip** | Two-column "X vs Y" / "bad vs good" framing where the contrast is the point |
| **Numbered step-flow (3- or 4-column grid)** | Sequenced moves: setup steps, layers of a fix, forcing functions, stages |
| **Color-coded phase/structure table** | When subsections group naturally (foundation / integration / closure) |
| **2×N card grid** | A finite enumerated set the reader returns to as reference: failure modes, errors, patterns, trade-offs |
| **Prompt block with watch-out footer** | Every Claude Code / Codex prompt. Dark header (tool + stage + one-sentence purpose), `<pre>` body, dashed-line `.prompt-watch` footer naming the LLM failure mode in accent color |
| **Pullquote with accent border** | One per artifact maximum — the single sentence that crystallizes the argument |
| **Callout box** | Metaphor, watch-out, counter-intuitive note. Two or three per artifact max |
| **Mantras column** | Two-column italic pull-lines at the end of long-form sections — short, memorable distillations |
---
## Prompts are first-class artifacts
Every Claude Code / Codex prompt in the markdown must render in the HTML as a prompt block:
- **Dark header** with tool name + stage + one-sentence purpose (e.g., *"Claude Code · Author the Goal · do NOT let it write the Rider yet"*)
- **`<pre>` body** with the actual runnable prompt — copy-pastable, `user-select: all`
- **Dashed-line `.prompt-watch` footer** naming the specific LLM failure mode the prompt structure guards against, with the warning verb in accent color
If a deliverable touches Claude Code / Codex and has no prompts, ask whether it should. Most do.
---
## Source handling — what changes by input type
Output structure stays the same regardless of source. Input handling changes:
- **YouTube transcripts and podcasts** — extract the 3–5 real claims, attribute to the speaker explicitly, discard conversational chaff
- **GitHub repos** — follow the maintainer's mental model from README → architecture → key files; add the meta-analysis the README doesn't have
- **Blog posts and docs** — paraphrase aggressively, quote sparingly (under 15 words per quote), add the watch-outs the author skipped
- **Rough notes / Twitter threads** — expand and fill gaps, pressure-test the claims
- **Product demos and tool pages** — read marketing skeptically, add the failure modes the vendor won't
---
## Hard limits — never ship these
- **Inter** as the body font, or any "generic AI artifact" sans-serif
- **Gradient hero sections**, glass morphism, four-shades-of-indigo palettes
- **Oversized emoji** as decoration, or any emoji in headers
- **Decorative icons** that don't carry information
- **Card grids where a table** would communicate the same thing faster
- **Bullet-point soup** masquerading as analysis — watch-outs and reasoning go in paragraphs, not bullets
- **Animations on load** that distract from reading
- **"Modern SaaS landing page" aesthetic** on a learning artifact
- **Visuals stacked at the end** of the document rather than interleaved with prose
- **Hallucinated APIs, fabricated package versions, made-up file paths** — when uncertain, say so and ask
- **Quotations over 15 words** from any single source
---
## Footer (both markdown and HTML)
- **Byline:** `Ali Mehdi Mukadam · co-authored with Claude · [date]`
- **Source link** if applicable
- **YAML tags block:** `topics:` and `subtopics:` arrays, specific (`agentic-coding`, `claude-code-skills`, `mcp-servers`) not generic (`ai`, `tech`)
- **Hashtag pills** in the HTML version only — visual rendering of the same tags
---
## Quick verification before handing it over
Before presenting the pair to Ali, check:
- [ ] Both `.md` and `.html` exist with matching names
- [ ] The HTML opens by double-click with no errors
- [ ] Dark mode actually looks designed, not inverted
- [ ] At least one visual element appears every screen or two
- [ ] Every Claude Code / Codex prompt has the dark header + watch-out footer treatment
- [ ] No Inter, no gradient hero, no emoji decoration, no bullet-point watch-outs
- [ ] Footer present on both files with byline, date, YAML tags
- [ ] If quotes from sources appear, each is under 15 words and there's at most one per sourceNow I'll write the deliverable — the full map, how teams normally do this, and the academy-first plan.
# The AINA Factory — Full System Map, How It's Normally Done, and the Academy-First Plan *Everything actually running on the VDS right now (agents, Hermes, backups, CI, the PKM link), how real teams run an autonomous build factory, and the narrow plan to get aina-academy clean and self-sustaining before touching the rest.* **Ali Mehdi Mukadam · co-authored with Claude · 2026-06-30** --- ## The single idea The agents are **not** down. The factory's workers are running and the board is full of *finished* work — 134 done, 56 sitting in review. What's broken is the **last ten feet**: the place where finished work becomes landed work. Thirty pull requests are open, twenty-nine of them conflict-rotted, because lanes were building in overlapping space and there was no disciplined queue to merge them one at a time. So the right framing isn't "get the agents running" — it's **"fix the integration layer, then make each lane run in its own clean box so it can't re-rot."** Docker is how the box becomes permanent; a merge queue is how the last ten feet stops jamming. Do both for **aina-academy first**, as the reference build, then copy the pattern to platform and the data engine room. --- ## Part 1 — What is actually running on the VDS right now The VDS (`vmi3344880`, 27 days up, disk healthy at 72%) runs four distinct systems. People keep treating it as one thing; it is four, and they fail differently. | System | What it is, in plain words | Live state | |---|---|---| | **Paperclip** (the control plane) | The board + the brain that hands tasks to agents. A persistent daemon (`paperclipai run`, up 1.5 days) backed by its own database. This is the "manager" that never sleeps. | Healthy. 30 agents defined; the core ones you asked for (Curriculum, Product/UX, Documentation, Assessment, Jessica, COO) are **idle = available**. Many others paused (the deferred lanes). | | **Codex build lanes** (the workers) | The actual coding muscle. A long-lived `codex app-server` (up 10 days) that Paperclip dispatches work to, plus short-lived `codex exec` runs per task. No subscription tokens from you — these are gpt-5.5. | Working. One long lane right now is the **merge-train** draining the conflict pile. | | **Hermes / Donna** (the chief-of-staff) | A separate agent layer (gateway + dashboard at donna.ainative.academy) that watches the board and *dispatches* sweeps — "this is blocked, go act on it." Runs its own browser automation. | Running (gateway + dashboard + 2 browser workers). This is the autonomy loop that wakes other agents. | | **The ops spine** (the safety net) | A set of small scheduled scripts: a watchdog every 15 min, a release-marshal every 10 min that auto-merges clean PRs, a nightly janitor that reaps bloat, a disk alarm, plus backup timers (repos, R2, local index). | All live. COO auto-relaunch is **paused** (your call) so it stops re-running CI. | **Two things people get wrong about this map:** - **PKM does not run here.** The nightly that rebuilds your knowledge base runs on the **Mac** (11:15 EDT). The VDS only *consumes* a snapshot pushed from the Mac. So "PKM nightly" is not part of the factory's failure surface at all — it's a separate Mac-side pipeline. Good. One less thing entangled. - **The self-hosted runner is the quiet hero.** A GitHub Actions runner now lives on the VDS (online). It means CI for aina-academy runs **free and unmetered** instead of burning your GitHub minutes. That blocker — the one that made you say "the whole reason I set up Paperclip was to avoid this" — is already resolved at the infrastructure level. --- ## Part 2 — The one thing that's actually broken Strip away the noise and the picture is simple. The assembly line builds fine. The **shipping dock** is jammed. - 56 issues sit in **review** — done by an agent, waiting to land. - 30 PRs are **open**; 29 are **DIRTY** — meaning each conflicts with `main` because while it waited, other PRs landed and moved the ground under it. This is "conflict rot," and it compounds: the longer a PR waits, the more certainly it rots. - The cause was structural: lanes ran in **shared / overlapping working space** (so they edited the same files), and there was **no merge queue** (so PRs were never rebased-and-merged one-at-a-time in a disciplined order). We've already band-aided both — lanes now get isolated worktrees, the release-marshal auto-merges anything clean, and the merge-train is grinding through the 29. But a band-aid clears *this* pile. It doesn't stop the *next* one. That's what Parts 4–5 are for. --- ## Part 3 — How real teams run a factory like this Strip the AINA-specific names away and this is a well-understood problem. Here is the industry-normal shape, in plain language — and these four patterns are the whole playbook. **1. One job, one fresh disposable box.** Every CI job and every agent task runs in a brand-new, isolated container that is *thrown away* when it finishes. Nothing accumulates on the host; nothing from job A can leak into job B. This is exactly what GitHub Actions, GitLab, and production agent platforms (Devin, Factory) do. It is the single most important discipline, and it's the one we don't have yet — our lanes share a host, which is why bloat (69 GB of leftover checkouts) and drift (the codex-home plugin bloat, AGENTS.md bleed) keep recurring. **2. A merge queue, not a free-for-all.** Finished PRs go into a *queue*. The queue takes one, rebases it onto the latest `main`, runs CI, and merges it — then takes the next. PRs can't conflict-rot because they're never all racing to merge at once. Tools that do exactly this: GitHub's native merge queue, Mergify, Bors. Our release-marshal is a primitive version; the real thing is the durable fix for the 29-DIRTY problem. **3. Stateless workers, persistent control plane, secrets injected at runtime.** The board/manager (Paperclip) is the one persistent, stateful thing. The workers are disposable and identical. Secrets and credentials are *handed in* when a job starts — never baked into the worker image, never left lying on the host. We have the persistent control plane right; we need the disposable-worker half. **4. Small PRs, merged often (trunk-based).** Short-lived branches that merge within hours, not days. The longer a branch lives, the more it rots. A factory that produces 50 big long-lived branches will always jam at the dock — the fix is partly cultural (smaller units) and partly mechanical (the queue above). **Where we stand against the playbook:** | Pattern | Real teams | AINA today | Gap | |---|---|---|---| | Disposable isolated boxes | Every job, always | Shared host; isolation bolted on per-lane | **The real gap** — this is what Docker closes | | Merge queue | Native / Mergify / Bors | Release-marshal (primitive) | Upgrade to a true queue | | Stateless workers + runtime secrets | Standard | Control plane ✓, workers share host | Close with Docker | | Small, frequent merges | Cultural norm | Big lanes, slow merges → rot | Smaller units + the queue | The takeaway: we're not missing exotic infrastructure. We're missing the **disposable-box discipline** and a **real merge queue**. Both are standard, both are buildable now, and Docker (already installed on the VDS, only ever ran hello-world) is the mechanism for the first. --- ## Part 4 — The design: academy first Don't boil the ocean. Make **aina-academy** the one repo where the full, correct pattern lives — clean lanes, free CI, a real queue — prove it stays clean for a week, then stamp the same pattern onto aina-platform and aina-data-engine-room. The other two stay on the current band-aided setup until then. The target shape for academy, in three layers: - **A base image, built once.** One Docker image with the whole toolchain (node, pnpm, python, git, gh, the codex and claude CLIs, the browser, the local code-intel and PKM-recall runtimes). Thin per-repo images sit on top of it. This is where the *minimal* codex-home and the *per-repo* AGENTS.md get baked in — so drift becomes impossible, because every run starts from the clean image, not a host directory that rots. - **Auth, secrets, and data handed in at runtime — never baked.** When a lane or CI job runs, it mounts your subscription auth (read-write, so token refresh works), the secrets store (read-only), and the PKM data (read-only, so recall works) — and runs on the host network so the Paperclip loopback "just works." The image itself stays secret-free. - **A real merge queue replacing the release-marshal.** Either GitHub's native merge queue or Mergify, configured so finished PRs are rebased-tested-merged one at a time on the free runner. This is what permanently kills the 29-DIRTY pile. One subtlety worth stating plainly: **not every connection survives a headless box.** The hosted tools that use interactive login (Linear, Clerk) can't re-authenticate inside a container — so we pre-authenticate on the host and hand the token in. This is the one place to validate carefully before moving the thinking-agents over, and it's why the rollout is phased rather than big-bang. --- ## Part 5 — The plan (sequenced, academy only) Each step is independently valuable and reversible. The native path keeps working until each phase is proven. 1. **Finish draining the dock (in flight now).** Let the merge-train land the 29 conflicting PRs on the free runner. No new build work piled on top until the review column is down to single digits — adding more now just feeds the jam. 2. **Stand up a real merge queue for academy.** Replace the release-marshal cron with GitHub merge queue (or Mergify). This is the durable answer to conflict rot and the thing that means the dock never re-jams. *(This is the highest-leverage single change.)* 3. **Containerize academy CI.** Build the base image + an academy image; point the self-hosted runner at it so every CI job runs in a fresh, thrown-away container. Lowest risk, no connection dependencies, kills CI-side drift. ~half a day. 4. **Containerize academy lanes.** Switch the codex lanes from native `codex exec` to a container run, with the minimal codex-home and academy's AGENTS.md baked in and auth handed in at runtime. This is what permanently ends worktree bloat and codex-home drift *at the source*. ~a day. 5. **Validate the thinking-agents in a box (the careful one).** Move one MCP/Claude agent into a container with the full mount profile, confirm recall + Linear + the board all work headless, *then* move the fleet. This is the only step with real unknowns — so it goes last and gets proven on one agent first. 6. **Only then: replicate to platform + data engine room.** Once academy has run clean in containers for ~a week, stamp the same images and queue onto the other two repos. (The data engine room has no CI yet — add a minimal one as part of that step.) Everything before step 6 is scoped to a single repo. That's the discipline: **prove it once, completely, on academy — then it's copy-paste, not invention.** --- ## Where to start *The agents already work. Fix the dock, not the workers: drain the 29 PRs, put a real merge queue behind academy, then give each lane a fresh disposable box so it can never rot again — and don't touch platform or the data engine room until academy has run clean for a week.* --- **Ali Mehdi Mukadam · co-authored with Claude · 2026-06-30** ```yaml topics: [vds-infrastructure, agent-factory, paperclip, ci-cd, docker, merge-queue] subtopics: [control-plane, codex-lanes, hermes-donna, conflict-rot, self-hosted-runner, ephemeral-containers, academy-first, phased-rollout, pkm-is-mac-side] ```
File created successfully at: /Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.md (file state is current in your context — no need to Read it back)
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>The AINA Factory — Full Map & Academy-First Plan</title>
<style>
:root{
--bg:#f6f3ec; --ink:#1a1814; --ink-soft:#4a463e; --ink-faint:#8a8478;
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--accent:#1d3557; --accent-soft:#3a5a82; --accent-bg:#e3e9f0;
--good:#2d5a3d; --bad:#a8321e;
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@media (prefers-color-scheme: dark){
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body{
margin:0; background:var(--bg); color:var(--ink);
font-family:'Iowan Old Style','Palatino Linotype',Palatino,Georgia,serif;
line-height:1.62; font-size:18px;
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<span>AINA · Infrastructure Brief</span>
<span>VDS Factory · Map & Plan</span>
<span>2026-06-30</span>
</div>
<h1>The AINA Factory — Full Map & the Academy-First Plan</h1>
<p class="deck">Everything actually running on the VDS right now — agents, Hermes, backups, CI, the PKM link — how real teams run an autonomous build factory, and the narrow plan to get aina-academy clean and self-sustaining before touching the rest.</p>
<p class="byline">Ali Mehdi Mukadam · co-authored with Claude · ~6 min read · grounded in a live VDS inventory</p>
<div class="thesis">
<span class="kick">The Single Idea</span>
<p>The agents are <strong>not</strong> down. The board is full of <em>finished</em> work — 134 done, 56 in review. What's broken is the <strong>last ten feet</strong>: where finished work becomes <em>landed</em> work. Thirty PRs are open, twenty-nine conflict-rotted, because lanes built in overlapping space with no disciplined queue. So the fix isn't "run the agents" — it's <strong>fix the integration layer, then give each lane a fresh disposable box so it can't re-rot.</strong> A merge queue stops the dock jamming; Docker makes the clean box permanent. Do both for <strong>aina-academy first</strong>, prove it, then copy the pattern.</p>
</div>
<nav class="toc">
<a href="#s1"><span class="n">01</span>What's running on the VDS</a>
<a href="#s2"><span class="n">02</span>The one thing actually broken</a>
<a href="#s3"><span class="n">03</span>How real teams do it</a>
<a href="#s4"><span class="n">04</span>The design: academy first</a>
<a href="#s5"><span class="n">05</span>The plan, sequenced</a>
</nav>
<section id="s1">
<div class="snum">01 — The live map</div>
<h2>What is actually running on the VDS right now</h2>
<p>The VDS (<span class="mono">vmi3344880</span>, 27 days up, disk healthy at 72%) runs <strong>four distinct systems</strong>. People keep treating it as one thing; it is four, and they fail differently.</p>
<table>
<tr><th>System</th><th>What it is, in plain words</th><th>Live state</th></tr>
<tr><td><strong>Paperclip</strong><br><span class="sans" style="font-size:12px;color:var(--ink-faint)">control plane</span></td><td>The board + the brain that hands tasks to agents. A persistent daemon backed by its own database — the "manager" that never sleeps.</td><td><span class="tag-ok">Healthy.</span> 30 agents; the core ones you wanted (Curriculum, Product/UX, Docs, Assessment, Jessica, COO) are <strong>idle = available</strong>.</td></tr>
<tr><td><strong>Codex lanes</strong><br><span class="sans" style="font-size:12px;color:var(--ink-faint)">the workers</span></td><td>The coding muscle. A long-lived codex server Paperclip dispatches to, plus short-lived runs per task. gpt-5.5 — no subscription tokens from you.</td><td><span class="tag-ok">Working.</span> One long lane is the merge-train draining the conflict pile.</td></tr>
<tr><td><strong>Hermes / Donna</strong><br><span class="sans" style="font-size:12px;color:var(--ink-faint)">chief-of-staff</span></td><td>A separate layer (gateway + dashboard) that watches the board and <em>dispatches</em> sweeps — "this is blocked, go act." This is the autonomy loop that wakes other agents.</td><td><span class="tag-ok">Running</span> — gateway + dashboard + 2 browser workers.</td></tr>
<tr><td><strong>Ops spine</strong><br><span class="sans" style="font-size:12px;color:var(--ink-faint)">safety net</span></td><td>Small scheduled scripts: watchdog (15 min), release-marshal auto-merge (10 min), nightly janitor, disk alarm, backup timers.</td><td>All live. COO auto-relaunch <strong>paused</strong> (your call) so it stops re-running CI.</td></tr>
</table>
<div class="callout">
<span class="lbl">Two things people get wrong about this map</span>
<strong>PKM does not run here.</strong> The nightly that rebuilds your knowledge base runs on the <strong>Mac</strong> (11:15 EDT); the VDS only consumes a snapshot. So "PKM nightly" isn't part of the factory's failure surface at all — it's a separate Mac-side pipeline. One less thing entangled.<br><br>
<strong>The self-hosted runner is the quiet hero.</strong> A GitHub Actions runner now lives on the VDS, so academy CI runs <strong>free and unmetered</strong> instead of burning GitHub minutes. The blocker that made you say <em>"the whole reason I set up Paperclip was to avoid this"</em> is already resolved at the infrastructure level.
</div>
</section>
<section id="s2">
<div class="snum">02 — The diagnosis</div>
<h2>The one thing that's actually broken</h2>
<p>Strip away the noise and it's simple. The assembly line builds fine. The <strong>shipping dock</strong> is jammed.</p>
<div class="diagram-wrap">
<svg viewBox="0 0 760 220" xmlns="http://www.w3.org/2000/svg" width="100%" role="img" aria-label="Work flows from agents to done, but jams at the merge dock">
<defs>
<marker id="ar" markerWidth="9" markerHeight="9" refX="7" refY="3" orient="auto"><path d="M0,0 L7,3 L0,6 Z" fill="currentColor"/></marker>
</defs>
<g font-family="ui-sans-serif,system-ui,sans-serif" font-size="13" fill="currentColor" color="var(--ink)">
<rect x="8" y="80" width="150" height="56" rx="6" fill="var(--accent-bg)" stroke="var(--accent)"/>
<text x="83" y="104" text-anchor="middle" font-weight="700">Agents build</text>
<text x="83" y="123" text-anchor="middle" font-size="11" fill="var(--ink-faint)">workers ✓</text>
<line x1="160" y1="108" x2="222" y2="108" stroke="var(--accent)" marker-end="url(#ar)" color="var(--accent)"/>
<rect x="226" y="80" width="150" height="56" rx="6" fill="var(--accent-bg)" stroke="var(--accent)"/>
<text x="301" y="104" text-anchor="middle" font-weight="700">In review</text>
<text x="301" y="123" text-anchor="middle" font-size="11" fill="var(--ink-faint)">56 finished, waiting</text>
<line x1="378" y1="108" x2="440" y2="108" stroke="var(--bad)" stroke-width="2.5" color="var(--bad)"/>
<text x="409" y="64" text-anchor="middle" font-size="26" fill="var(--bad)" font-weight="700">✕</text>
<text x="409" y="150" text-anchor="middle" font-size="11" fill="var(--bad)">JAM</text>
<rect x="444" y="74" width="160" height="68" rx="6" fill="none" stroke="var(--bad)" stroke-width="2" stroke-dasharray="5 4"/>
<text x="524" y="100" text-anchor="middle" font-weight="700" fill="var(--bad)">Merge dock</text>
<text x="524" y="119" text-anchor="middle" font-size="11" fill="var(--bad)">30 open · 29 conflict-rotted</text>
<text x="524" y="134" text-anchor="middle" font-size="11" fill="var(--bad)">no queue</text>
<line x1="606" y1="108" x2="668" y2="108" stroke="var(--ink-faint)" stroke-dasharray="4 4" marker-end="url(#ar)" color="var(--ink-faint)"/>
<rect x="672" y="80" width="80" height="56" rx="6" fill="none" stroke="var(--good)"/>
<text x="712" y="104" text-anchor="middle" font-weight="700" fill="var(--good)">Landed</text>
<text x="712" y="123" text-anchor="middle" font-size="11" fill="var(--ink-faint)">134 done</text>
</g>
</svg>
<div class="cap">The line builds; work finishes; then it jams at the merge dock because PRs rot while they wait.</div>
</div>
<p>56 issues sit in <strong>review</strong> — done, waiting to land. 30 PRs are open; <strong>29 are conflict-rotted</strong>: each conflicts with <span class="mono">main</span> because while it waited, other PRs landed and moved the ground under it. The longer a PR waits, the more certainly it rots — it <em>compounds</em>.</p>
<p>The cause was structural: lanes ran in <strong>shared, overlapping working space</strong> (so they edited the same files), and there was <strong>no merge queue</strong> (so PRs were never rebased-and-merged one-at-a-time in order). We've band-aided both — isolated worktrees, an auto-merger, the merge-train grinding through the 29. But a band-aid clears <em>this</em> pile; it doesn't stop the <em>next</em> one.</p>
</section>
<section id="s3">
<div class="snum">03 — Industry norm</div>
<h2>How real teams run a factory like this</h2>
<p>Strip the AINA names away and this is a well-understood problem. Four patterns are the whole playbook.</p>
<p><strong>1. One job, one fresh disposable box.</strong> Every CI job and every agent task runs in a brand-new isolated container that is <em>thrown away</em> when it finishes. Nothing accumulates on the host; nothing leaks between jobs. This is exactly what GitHub Actions, GitLab, and production agent platforms do — and it's the one discipline we lack, which is why bloat (69 GB of leftover checkouts) and drift (codex-home plugin bloat, AGENTS.md bleed) keep recurring.</p>
<p><strong>2. A merge queue, not a free-for-all.</strong> Finished PRs enter a <em>queue</em>. It takes one, rebases it onto the latest main, runs CI, merges it — then the next. PRs can't conflict-rot because they never all race at once. GitHub's native merge queue, Mergify, and Bors do exactly this. Our release-marshal is a primitive version of it.</p>
<p><strong>3. Stateless workers, persistent control plane, secrets injected at runtime.</strong> The board (Paperclip) is the one persistent, stateful thing. Workers are disposable and identical; secrets are <em>handed in</em> at job start, never baked into the image or left on the host. We have the control plane right; we need the disposable-worker half.</p>
<p><strong>4. Small PRs, merged often.</strong> Short-lived branches that merge within hours, not days. The longer a branch lives, the more it rots. The fix is partly cultural (smaller units) and partly mechanical (the queue above).</p>
<table>
<tr><th>Pattern</th><th>Real teams</th><th>AINA today</th><th>Gap</th></tr>
<tr><td>Disposable isolated boxes</td><td>Every job, always</td><td>Shared host; isolation bolted on per-lane</td><td><span class="tag-bad">The real gap</span> — Docker closes it</td></tr>
<tr><td>Merge queue</td><td>Native / Mergify / Bors</td><td>Release-marshal (primitive)</td><td>Upgrade to a true queue</td></tr>
<tr><td>Stateless workers + runtime secrets</td><td>Standard</td><td>Control plane ✓; workers share host</td><td>Close with Docker</td></tr>
<tr><td>Small, frequent merges</td><td>Cultural norm</td><td>Big lanes, slow merges → rot</td><td>Smaller units + the queue</td></tr>
</table>
<div class="pull">We're not missing exotic infrastructure. We're missing disposable-box discipline and a real merge queue — both standard, both buildable now.</div>
</section>
<section id="s4">
<div class="snum">04 — The design</div>
<h2>The design: academy first</h2>
<p>Don't boil the ocean. Make <strong>aina-academy</strong> the one repo where the full correct pattern lives — clean lanes, free CI, a real queue — prove it stays clean for a week, then stamp the same pattern onto platform and the data engine room. The other two stay on the current band-aided setup until then.</p>
<p>The target shape for academy, in three layers:</p>
<p><strong>A base image, built once.</strong> One Docker image with the whole toolchain (node, pnpm, python, git, gh, the codex and claude CLIs, the browser, the code-intel and PKM-recall runtimes). Thin per-repo images sit on top. This is where the <em>minimal</em> codex-home and the <em>per-repo</em> AGENTS.md get baked in — so drift becomes impossible, because every run starts from the clean image, not a host directory that rots.</p>
<p><strong>Auth, secrets, and data handed in at runtime — never baked.</strong> When a lane or CI job runs, it mounts your subscription auth (read-write, so token refresh works), the secrets store (read-only), and PKM data (read-only, so recall works), and runs on the host network so the Paperclip loopback just works. The image itself stays secret-free.</p>
<p><strong>A real merge queue replacing the release-marshal.</strong> GitHub's native merge queue or Mergify, configured so finished PRs are rebased-tested-merged one at a time on the free runner. This permanently kills the 29-DIRTY pile.</p>
<div class="callout">
<span class="lbl">The one subtlety to validate carefully</span>
<strong>Not every connection survives a headless box.</strong> The hosted tools that use interactive login (Linear, Clerk) can't re-authenticate inside a container — so we pre-authenticate on the host and hand the token in. This is the one place to prove out before moving the thinking-agents over, and it's why the rollout is phased rather than big-bang.
</div>
</section>
<section id="s5">
<div class="snum">05 — The plan</div>
<h2>The plan, sequenced (academy only)</h2>
<p>Each step is independently valuable and reversible. The native path keeps working until each phase is proven.</p>
<ol class="plan">
<li><span class="h">Finish draining the dock (in flight now).</span> Let the merge-train land the 29 conflicting PRs on the free runner. No new build work piled on top until the review column is in single digits — adding more now just feeds the jam.</li>
<li><span class="h">Stand up a real merge queue for academy.</span> Replace the release-marshal cron with GitHub merge queue (or Mergify). The durable answer to conflict rot — the dock never re-jams. <em>Highest-leverage single change.</em></li>
<li><span class="h">Containerize academy CI.</span> Build the base + academy image; point the self-hosted runner at it so every CI job runs in a fresh, thrown-away container. Lowest risk, no connection dependencies, kills CI-side drift. ~half a day.</li>
<li><span class="h">Containerize academy lanes.</span> Switch codex lanes from native runs to container runs, with the minimal codex-home and academy's AGENTS.md baked in and auth handed in at runtime. Permanently ends worktree bloat and codex-home drift at the source. ~a day.</li>
<li><span class="h">Validate the thinking-agents in a box (the careful one).</span> Move one MCP/Claude agent into a container with the full mount profile, confirm recall + Linear + the board all work headless, <em>then</em> move the fleet. The only step with real unknowns — so it's last and proven on one agent first.</li>
<li><span class="h">Only then: replicate to platform + data engine room.</span> After academy runs clean in containers for ~a week, stamp the same images and queue onto the other two repos. (The data engine room has no CI yet — add a minimal one then.)</li>
</ol>
<p>Everything before step 6 is scoped to a single repo. That's the discipline: <strong>prove it once, completely, on academy — then it's copy-paste, not invention.</strong></p>
</section>
<div class="closer">
<div class="lbl">Where to start</div>
<p>The agents already work. Fix the dock, not the workers: drain the 29 PRs, put a real merge queue behind academy, then give each lane a fresh disposable box so it can never rot again — and don't touch platform or the data engine room until academy has run clean for a week.</p>
</div>
<footer>
Ali Mehdi Mukadam · co-authored with Claude · 2026-06-30
<div class="yaml">topics: [vds-infrastructure, agent-factory, paperclip, ci-cd, docker, merge-queue]
subtopics: [control-plane, codex-lanes, hermes-donna, conflict-rot, self-hosted-runner, ephemeral-containers, academy-first, phased-rollout, pkm-is-mac-side]</div>
<div class="pills">
<span>#agent-factory</span><span>#paperclip</span><span>#docker</span><span>#merge-queue</span><span>#self-hosted-runner</span><span>#academy-first</span><span>#conflict-rot</span>
</div>
</footer>
</div>
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</html>
File created successfully at: /Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.html (file state is current in your context — no need to Read it back)
{
"files": [
"/Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.html"
],
"caption": "The full factory map + how teams normally do this + the academy-first plan. Grounded in a live VDS inventory I just ran.",
"status": "normal"
}Here's the whole thing, mapped fresh from a live inventory I just ran on the VDS — companion attached.
Your agents aren't down. The board reads 134 done, 56 in review, 66 todo. The core agents you wanted up (Curriculum Architect, Product/UX, Documentation, Assessment, Jessica, COO) are idle = available right now. What's jammed is the shipping dock: 30 open PRs, 29 conflict-rotted, because lanes built in overlapping space with no real merge queue. That's why it looked stalled — the work is finished, it just can't land. The merge-train is draining it now on the free runner (just landed #162, working #163).
Two things, both standard: (1) one job = one fresh disposable box (Docker — we share a host, which is why bloat + drift recur), and (2) a real merge queue (GitHub merge queue / Mergify — our release-marshal is a primitive version). We're not missing exotic infrastructure.
My recommendation: the single biggest win isn't Docker — it's step 2, the merge queue. That's what stops the dock re-jamming. Docker (steps 3–4) then stops the bloat/drift.
Want me to start with the merge queue for academy, or do the containerized CI first? They're independent — I'd do the merge queue first since it's the thing actively hurting you.
Got it, and when we use docker as a disposable box - the logs that were run there which is what we capture in the PKM transcripts and export it - will that get affected by using Docker?
Good catch — that's exactly the kind of thing a naive "throw the box away" would silently break. Let me ground the answer in how capture actually works today, not hand-wave it.
grep -n "SOURCE_SPECS\|codex\|hermes\|sessions\|paperclip\|root\|path" /Users/Ali/PKM-monorepo/transcripts/tools/vds_session_pull.py 2>/dev/null | head -50
2:"""vds_session_pull.py — capture the VDS's own raw Claude/Codex sessions into PKM (U4).
5:local ~/.claude / ~/.codex. Work that moves to the VDS would otherwise fall out of
7:machine-namespaced raw path so the renderer/analyzer (U5) and the union build (U6)
8:can fold VDS sessions into the one cross-machine index.
11:snapshot Mac -> VDS; this one PULLS raw sessions VDS -> Mac.
20: * Output is namespaced under raw/vds/<origin_machine>/ so VDS sessions never collide
41:from pathlib import Path
61:# Remote source roots on the VDS (its own raw Claude/Codex sessions) and the local
63:# Mirrors the Mac's own layout (~/.claude/projects, ~/.codex/{sessions,archived_sessions})
66:# (label, remote-relative path under remote_home, local subdir under the machine root)
67:SOURCE_SPECS: tuple[tuple[str, str, str], ...] = (
69: ("codex_sessions", ".codex/sessions", "codex/sessions"),
70: ("codex_archived_sessions", ".codex/archived_sessions", "codex/archived_sessions"),
72: # which hold API keys). Preflight skips any path that doesn't exist, so listing stable
73: # roots speculatively is safe; raw/vds capture is private + never published.
75: "paperclip_codex_sessions",
76: ".paperclip/instances/default/companies/7d58fc13-7c9a-4c87-b9f8-a7cfae8564a9/codex-home/sessions",
77: "paperclip/codex/sessions",
79: ("hermes_cos_sessions", ".hermes/profiles/aina-chief-of-staff/sessions", "hermes/aina-chief-of-staff/sessions"),
80: ("hermes_media_sessions", ".hermes/profiles/aina-media-engine/sessions", "hermes/aina-media-engine/sessions"),
81: ("hermes_default_sessions", ".hermes/profiles/default/sessions", "hermes/default/sessions"),
161:def machine_root(origin_machine: str) -> Path:
172: specs_json = json.dumps([{"label": s[0], "rel": s[1]} for s in SOURCE_SPECS])
191: path = os.path.join(home, spec["rel"])
192: exists = os.path.isdir(path)
193: readable = exists and os.access(path, os.R_OK | os.X_OK)
196: for _root, _dirs, files in os.walk(path):
199: "remote_path": path,
224: raise SessionPullError(f"remote {host} is missing rsync — cannot pull sessions")
235:def rsync_source(host: str, remote_path: str, dest: Path, *, timeout: int = 600) -> None:
236: """Read-only reverse-rsync: VDS:<remote_path>/ -> local dest/.
239: NOT used (raw sessions are append-only / immutable; we never prune the captured
243: source = f"{host}:{remote_path.rstrip('/')}/"
250:def count_local_jsonl(path: Path) -> int:
251: if not path.is_dir():
253: return sum(1 for _ in path.rglob("*.jsonl"))
256:def default_summary_path() -> Path:
277: root = machine_root(origin_machine)
284: "raw_root": str(root),
301: for spec_label, _rel, _local_sub in SOURCE_SPECS:
304: "remote_path": info.get("remote_path"),
315: for spec_label, _rel, local_sub in SOURCE_SPECS:
317: remote_path = info.get("remote_path")
319: dest = root / local_sub
321: "remote_path": remote_path,
324: "local_path": str(dest),
334: rsync_source(host, remote_path, dest, timeout=pull_timeout)
361: _write_manifest(root, host, remote_home, origin_machine, payload)
377: root: Path, host: str, remote_home: str, origin_machine: str, payload: dict[str, Any]
380: root.mkdir(parents=True, exist_ok=True)Verified against the actual capture code (vds_session_pull.py). Here's the precise answer.
Right now PKM captures VDS logs by reverse-syncing these host directories to your Mac each night:
~/.codex/sessions + ~/.codex/archived_sessions~/.paperclip/.../codex-home/sessions (the Paperclip lanes)~/.hermes/profiles/*/sessions (Donna)A codex lane writes its session JSONL into its home dir as it runs. If that lane runs inside a --rm container and the home dir lives inside the container, then when the box is thrown away, the log goes with it — PKM would never see it. You spotted the real risk exactly.
The fix is the same discipline we already use for auth and secrets: mount the log directory out to the host. The container is disposable; the logs it produces are not — they get written straight onto the host's persistent sessions/ folder, which is the exact path PKM already pulls from. Container dies, logs stay. PKM pipeline unchanged — it doesn't even know Docker is involved.
There are actually two kinds of "home" state, and today they're tangled together in one directory — which is part of why things drift:
| Kind | Example | In Docker |
|---|---|---|
| Config / plugins (input) | codex-home settings, AGENTS.md, installed plugins | Baked into the image, reset every run → this is what kills the drift/bloat |
| Session logs (output) | the .jsonl transcripts PKM ingests |
Mounted out to the host → persists, PKM captures it as today |
So Docker doesn't hurt capture — done right, it actually improves it. Today the logs land scattered across three different home dirs plus stray worktrees. In the container model they land in one predictable mounted folder per lane, which is easier to capture completely and harder to lose.
When we containerize the academy lanes (plan step 4), the run profile mounts the session dir, e.g.:
docker run --rm \
-v ~/.codex/sessions:/home/agent/.codex/sessions \ # logs persist → PKM
... codex exec ...
Net: no change to the PKM transcript pipeline, no change to your nightly, no logs lost. The one thing we must not forget is that mount — so I'll make it a checklist item in the containerization step, right next to the auth/secrets mounts, since forgetting it is the exact failure you just described.
Want me to fold this "logs-are-output, mount-them-out" note into the plan doc so it's not lost when we get to step 4?
Yes and I also want you to make another step that takes the pkm nightly process from my laptop and moves it to the VDS so when I am on the move - things do not break - right now I have been in one place for a while and ensuring the laptop stays on consistently but that isn't the right way to operate so we need to bake that into the plan as well and then you have my authorization to continue working autonomously and complete it all
Authorized — I'll fold both into the plan and then run it out. Let me update the plan doc first (logs-mount note + the new "move PKM off your laptop" workstream), then start executing.
- **Auth, secrets, and data handed in at runtime — never baked.** When a lane or CI job runs, it mounts your subscription auth (read-write, so token refresh works), the secrets store (read-only), and the PKM data (read-only, so recall works) — and runs on the host network so the Paperclip loopback "just works." The image itself stays secret-free.
- **Auth, secrets, and data handed in at runtime — never baked.** When a lane or CI job runs, it mounts your subscription auth (read-write, so token refresh works), the secrets store (read-only), and the PKM data (read-only, so recall works) — and runs on the host network so the Paperclip loopback "just works." The image itself stays secret-free. - **Logs are output — mount them *out*, don't let them die with the box.** There are two kinds of "home" state, and conflating them is part of why things drift today. *Config and plugins* (codex-home settings, AGENTS.md) are **input** — bake them into the image and reset every run, which is what kills the drift. *Session transcripts* (the `.jsonl` files PKM ingests every night) are **output** — they must be **mounted out to the host's persistent `sessions/` directory**, the exact path `vds_session_pull.py` already pulls from. The container is disposable; the logs it produces are not. Done right this is invisible to the PKM pipeline and actually *improves* capture — logs land in one predictable mounted folder per lane instead of scattered across three home dirs and stray worktrees. Forgetting this mount is the one way containerization could silently break PKM, so it lives on the step-4 checklist next to the auth/secrets mounts.
The file /Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.md has been updated successfully. (file state is current in your context — no need to Read it back)
4. **Containerize academy lanes.** Switch the codex lanes from native `codex exec` to a container run, with the minimal codex-home and academy's AGENTS.md baked in and auth handed in at runtime. This is what permanently ends worktree bloat and codex-home drift *at the source*. ~a day.
4. **Containerize academy lanes.** Switch the codex lanes from native `codex exec` to a container run, with the minimal codex-home and academy's AGENTS.md baked in and auth handed in at runtime. **Checklist must include the session-log mount** (`sessions/` → host) so PKM capture is unaffected — see the design note above; forgetting it is the one way this breaks PKM. This is what permanently ends worktree bloat and codex-home drift *at the source*. ~a day.
The file /Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.md has been updated successfully. (file state is current in your context — no need to Read it back)
Everything before step 6 is scoped to a single repo. That's the discipline: **prove it once, completely, on academy — then it's copy-paste, not invention.** --- ## Where to start
Everything before step 6 is scoped to a single repo. That's the discipline: **prove it once, completely, on academy — then it's copy-paste, not invention.** --- ## Part 6 — Move the PKM nightly off your laptop (so travel can't break it) Today the nightly that rebuilds your entire knowledge base runs on the **Mac** at 11:15. That means your laptop has to be awake and online every night — which is exactly why you've been tethered to one place. That isn't the right way to operate. The fix is to make the **VDS the producer**: it's already on 24/7, and it already holds most of the fresh data, since the agents (Paperclip lanes, Hermes) run there. The laptop drops to a lightweight "ship my latest sessions up" role that runs whenever it happens to be on. **The one real subtlety:** your *interactive desktop sessions* — the Claude Code / Codex work you do on the Mac — live on the Mac. The VDS can't produce a complete picture without them. So we add a small, frequent **laptop → VDS session push** that runs while the laptop is on and only moves the cheap raw `.jsonl` files (no LLM, no compute). When you're travelling and the laptop is off, the VDS nightly **still runs and still produces** — it just won't include *that day's* laptop sessions until the laptop reconnects and pushes. The system lags gracefully instead of breaking. (This is the mirror image of today's flow, where the Mac pulls the VDS's sessions.) Two constraints carry over from how the VDS already works: LLM stages run on **codex**, not Claude (headless Claude 401s on the VDS), and the nightly is **incremental** — it never re-runs the LLM over sessions already processed. Both are already the standing policy, so this is continuity, not a new risk. **Preservation-first** — this is the canonical memory pipeline, so we prove the VDS in parallel before we retire the Mac, never the reverse: 7. **Stand up the VDS producer in parallel.** Give the VDS its own pipeline venv (linux x86_64, py3.12) and a systemd timer (like the other aina timers) that runs the full build with LLM on codex. Run it *alongside* the Mac nightly into a staging output for several nights, and diff the two until they match. The Mac stays canonical the whole time. 8. **Add the laptop → VDS session push.** A lightweight launchd job on the Mac that rsyncs `~/.claude` + `~/.codex` sessions up to the VDS frequently while the laptop is on — raw files only. This is the inversion of today's VDS→Mac pull and the thing that makes laptop-off survivable. 9. **Wire the VDS producer's outputs.** Hub deploy (Cloudflare Pages) + remote MCP D1 sync + notify, all driven from the VDS using the Cloudflare token already in the secrets store. Confirm the hub and the web connector update correctly from a VDS-driven run. 10. **Cut over, keep the Mac as break-glass.** Once the VDS producer is green for several nights, make it canonical: the VDS produces, deploys, and notifies nightly; the Mac launchd downgrades to session-push-only but keeps the ability to run the full pipeline by hand as a fallback. Update the "Mac is the canonical PKM producer" note in `CLAUDE.md` / `ARCHITECTURE.md` to match. Now your laptop being off changes nothing. --- ## Where to start
The file /Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.md has been updated successfully. (file state is current in your context — no need to Read it back)
*The agents already work. Fix the dock, not the workers: drain the 29 PRs, put a real merge queue behind academy, then give each lane a fresh disposable box so it can never rot again — and don't touch platform or the data engine room until academy has run clean for a week.*
*The agents already work. Fix the dock, not the workers: drain the 29 PRs, put a real merge queue behind academy, then give each lane a fresh disposable box (with its logs mounted out, so PKM still sees them) so it can never rot again. In parallel, move the PKM nightly to the always-on VDS so your laptop being off can never break your memory again. Don't touch platform or the data engine room until academy has run clean for a week.*
The file /Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.md has been updated successfully. (file state is current in your context — no need to Read it back)
<p><strong>Auth, secrets, and data handed in at runtime — never baked.</strong> When a lane or CI job runs, it mounts your subscription auth (read-write, so token refresh works), the secrets store (read-only), and PKM data (read-only, so recall works), and runs on the host network so the Paperclip loopback just works. The image itself stays secret-free.</p>
<p><strong>Auth, secrets, and data handed in at runtime — never baked.</strong> When a lane or CI job runs, it mounts your subscription auth (read-write, so token refresh works), the secrets store (read-only), and PKM data (read-only, so recall works), and runs on the host network so the Paperclip loopback just works. The image itself stays secret-free.</p>
<p><strong>Logs are output — mount them <em>out</em>, don't let them die with the box.</strong> There are two kinds of "home" state, and conflating them is part of why things drift today. <em>Config and plugins</em> (codex-home settings, AGENTS.md) are <strong>input</strong> — bake them into the image and reset every run, which is what kills the drift. <em>Session transcripts</em> (the <span class="mono">.jsonl</span> files PKM ingests nightly) are <strong>output</strong> — they must be mounted out to the host's persistent <span class="mono">sessions/</span> directory, the exact path the capture script already pulls from. The container is disposable; the logs it produces are not. Done right it's invisible to PKM and actually <em>improves</em> capture (one predictable folder per lane instead of three scattered home dirs). Forgetting this mount is the one way containerization could silently break PKM.</p>
<table>
<tr><th>"Home" state</th><th>What it is</th><th>In Docker</th></tr>
<tr><td><strong>Config / plugins</strong> (input)</td><td>codex-home settings, AGENTS.md, installed plugins</td><td><span class="tag-ok">Baked into the image, reset every run</span> → kills drift & bloat</td></tr>
<tr><td><strong>Session logs</strong> (output)</td><td>the <span class="mono">.jsonl</span> transcripts PKM ingests</td><td><span class="tag-ok">Mounted out to the host</span> → persists, PKM captures it as today</td></tr>
</table>The file /Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.html has been updated successfully. (file state is current in your context — no need to Read it back)
<li><span class="h">Containerize academy lanes.</span> Switch codex lanes from native runs to container runs, with the minimal codex-home and academy's AGENTS.md baked in and auth handed in at runtime. Permanently ends worktree bloat and codex-home drift at the source. ~a day.</li>
<li><span class="h">Containerize academy lanes.</span> Switch codex lanes from native runs to container runs, with the minimal codex-home and academy's AGENTS.md baked in and auth handed in at runtime. <strong>The checklist must include the session-log mount</strong> (<span class="mono">sessions/</span> → host) so PKM capture is unaffected — forgetting it is the one way this breaks PKM. Permanently ends worktree bloat and codex-home drift at the source. ~a day.</li>
The file /Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.html has been updated successfully. (file state is current in your context — no need to Read it back)
<a href="#s5"><span class="n">05</span>The plan, sequenced</a> </nav>
<a href="#s5"><span class="n">05</span>The plan, sequenced</a>
<a href="#s6"><span class="n">06</span>Move PKM off your laptop</a>
</nav>The file /Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.html has been updated successfully. (file state is current in your context — no need to Read it back)
<p>Everything before step 6 is scoped to a single repo. That's the discipline: <strong>prove it once, completely, on academy — then it's copy-paste, not invention.</strong></p> </section> <div class="closer">
<p>Everything before step 6 is scoped to a single repo. That's the discipline: <strong>prove it once, completely, on academy — then it's copy-paste, not invention.</strong></p>
</section>
<section id="s6">
<div class="snum">06 — Resilience</div>
<h2>Move the PKM nightly off your laptop</h2>
<p>Today the nightly that rebuilds your entire knowledge base runs on the <strong>Mac</strong> at 11:15 — so your laptop has to be awake and online every night. That's why you've been tethered to one place, and it isn't the right way to operate. The fix: make the <strong>VDS the producer</strong>. It's already on 24/7 and already holds most of the fresh data, since the agents run there. The laptop drops to a lightweight "ship my latest sessions up" role that runs whenever it happens to be on.</p>
<div class="diagram-wrap">
<svg viewBox="0 0 760 200" xmlns="http://www.w3.org/2000/svg" width="100%" role="img" aria-label="Laptop pushes raw sessions to the VDS, which produces nightly even when the laptop is off">
<defs><marker id="ar2" markerWidth="9" markerHeight="9" refX="7" refY="3" orient="auto"><path d="M0,0 L7,3 L0,6 Z" fill="currentColor"/></marker></defs>
<g font-family="ui-sans-serif,system-ui,sans-serif" font-size="13" fill="currentColor" color="var(--ink)">
<rect x="14" y="64" width="170" height="72" rx="6" fill="var(--paper)" stroke="var(--ink-faint)"/>
<text x="99" y="90" text-anchor="middle" font-weight="700">Your laptop</text>
<text x="99" y="109" text-anchor="middle" font-size="11" fill="var(--ink-faint)">interactive sessions</text>
<text x="99" y="125" text-anchor="middle" font-size="11" fill="var(--ink-faint)">on when it's on</text>
<line x1="184" y1="100" x2="288" y2="100" stroke="var(--accent)" marker-end="url(#ar2)" color="var(--accent)"/>
<text x="236" y="90" text-anchor="middle" font-size="11" fill="var(--accent)">push raw .jsonl</text>
<text x="236" y="118" text-anchor="middle" font-size="10" fill="var(--ink-faint)">(no compute)</text>
<rect x="292" y="52" width="190" height="96" rx="6" fill="var(--accent-bg)" stroke="var(--accent)" stroke-width="1.5"/>
<text x="387" y="80" text-anchor="middle" font-weight="700">VDS — always on</text>
<text x="387" y="100" text-anchor="middle" font-size="11" fill="var(--ink-soft)">produces nightly (codex LLM)</text>
<text x="387" y="117" text-anchor="middle" font-size="11" fill="var(--ink-soft)">+ holds agent data locally</text>
<text x="387" y="134" text-anchor="middle" font-size="11" fill="var(--good)">runs even if laptop is off</text>
<line x1="482" y1="100" x2="586" y2="100" stroke="var(--accent)" marker-end="url(#ar2)" color="var(--accent)"/>
<rect x="590" y="64" width="156" height="72" rx="6" fill="none" stroke="var(--good)"/>
<text x="668" y="90" text-anchor="middle" font-weight="700" fill="var(--good)">Hub · MCP · notify</text>
<text x="668" y="109" text-anchor="middle" font-size="11" fill="var(--ink-faint)">deploy + D1 sync</text>
<text x="668" y="125" text-anchor="middle" font-size="11" fill="var(--ink-faint)">from the VDS</text>
</g>
</svg>
<div class="cap">Mirror of today's flow: the laptop pushes raw sessions up; the always-on VDS produces, deploys, and notifies — laptop-off only delays that day's laptop sessions, never breaks the system.</div>
</div>
<p><strong>The one real subtlety:</strong> your interactive desktop sessions live on the Mac, so the VDS can't produce a complete picture without them. A small, frequent <strong>laptop → VDS session push</strong> (raw files only) handles it while the laptop is on. Travelling with the laptop off? The VDS nightly still runs and still produces — it just won't include <em>that day's</em> laptop sessions until the laptop reconnects. It lags gracefully instead of breaking.</p>
<div class="callout">
<span class="lbl">Preservation-first — this is your canonical memory</span>
We prove the VDS producer <strong>in parallel</strong> before retiring the Mac, never the reverse. LLM stays on <strong>codex</strong> (headless Claude 401s on the VDS) and the build stays <strong>incremental</strong> — both already the standing policy, so this is continuity, not new risk.
</div>
<ol class="plan" style="counter-reset:step 6">
<li><span class="h">Stand up the VDS producer in parallel.</span> Own pipeline venv (linux x86_64, py3.12) + a systemd timer running the full build with LLM on codex, <em>alongside</em> the Mac nightly into a staging output for several nights. Diff the two until they match. The Mac stays canonical throughout.</li>
<li><span class="h">Add the laptop → VDS session push.</span> A lightweight launchd job on the Mac that rsyncs <span class="mono">~/.claude</span> + <span class="mono">~/.codex</span> sessions up frequently while the laptop is on. The inversion of today's pull — and the thing that makes laptop-off survivable.</li>
<li><span class="h">Wire the VDS producer's outputs.</span> Hub deploy (Cloudflare Pages) + remote MCP D1 sync + notify, all from the VDS using the Cloudflare token already in the secrets store. Confirm the hub and web connector update from a VDS-driven run.</li>
<li><span class="h">Cut over, keep the Mac as break-glass.</span> Once the VDS producer is green for several nights, make it canonical: VDS produces + deploys + notifies; the Mac downgrades to session-push-only but keeps the full pipeline runnable by hand. Update the "Mac is canonical producer" note in the docs. Now your laptop being off changes nothing.</li>
</ol>
</section>
<div class="closer">The file /Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.html has been updated successfully. (file state is current in your context — no need to Read it back)
<p>The agents already work. Fix the dock, not the workers: drain the 29 PRs, put a real merge queue behind academy, then give each lane a fresh disposable box so it can never rot again — and don't touch platform or the data engine room until academy has run clean for a week.</p>
<p>The agents already work. Fix the dock, not the workers: drain the 29 PRs, put a real merge queue behind academy, then give each lane a fresh disposable box (with its logs mounted out, so PKM still sees them) so it can never rot again. In parallel, move the PKM nightly to the always-on VDS so your laptop being off can never break your memory again. Don't touch platform or the data engine room until academy has run clean for a week.</p>
The file /Users/Ali/PKM/scratch/pkm-deepdive/aina-factory-map-and-academy-first-plan-2026-06-30.html has been updated successfully. (file state is current in your context — no need to Read it back)
Plan doc updated on both files — the logs-mount discipline and the new Part 6 (move PKM off the laptop) are in. Now I execute.
First, let me set up a tracking doc so this survives compaction/wakeups, and do a prerequisites sweep on the VDS for the two independent workstreams (PKM-producer + Docker base) — neither is blocked by the dock drain.
cat > /tmp/vds-prereq.sh <<'PRE'
echo "===== PKM PRODUCER PREREQS ====="
echo "-- pkm-monorepo checked out on VDS?"
for p in /home/ali/PKM-monorepo /srv/repos/pkm-monorepo /home/ali/pkm-monorepo; do [ -d "$p/.git" ] && echo "FOUND: $p" ; done; echo "(end)"
echo "-- producer scripts present anywhere?"
ls /home/ali/PKM-monorepo/transcripts/tools/transcripts-daily.sh 2>/dev/null && echo "daily.sh present" || echo "daily.sh ABSENT"
echo "-- python versions"
python3 --version 2>&1; which python3.12 2>/dev/null && python3.12 --version 2>&1 || echo "no python3.12 binary"
echo "-- rsync / wrangler / node"
which rsync 2>/dev/null; which wrangler 2>/dev/null || echo "no wrangler"; node --version 2>&1
echo "-- pkm-agent install (consumer)"
ls -d /home/ali/Projects/pkm-agent 2>/dev/null || ls -d /srv/repos/*/pkm-agent 2>/dev/null || echo "pkm-agent path?"
echo "-- secrets: cloudflare token present?"
ls /srv/aina-hq/.secrets/ 2>/dev/null | head -20
echo
echo "===== DOCKER BUILD PREREQS ====="
docker info --format 'storage={{.Driver}} root={{.DockerRootDir}}' 2>/dev/null
echo "-- buildx?"; docker buildx version 2>/dev/null | head -1 || echo "no buildx"
echo "-- disk for images"; df -h /var/lib/docker 2>/dev/null | tail -1 || df -h / | tail -1
echo
echo "===== ACADEMY DOCK PROGRESS (re-check) ====="
CID=7d58fc13-7c9a-4c87-b9f8-a7cfae8564a9
paperclipai issue list -C "$CID" --json 2>/dev/null | python3 -c "import json,sys,collections;d=json.load(sys.stdin);i=d if isinstance(d,list) else d.get('issues',[]);c=collections.Counter(x.get('status') for x in i);print('board:',dict(c))" 2>/dev/null
cd /srv/repos/aina-academy 2>/dev/null && gh pr list --state open --json mergeable 2>/dev/null | python3 -c "import json,sys;d=json.load(sys.stdin);print('open PRs now:',len(d))" 2>/dev/null
PRE
B64=$(base64 < /tmp/vds-prereq.sh | tr -d '\n')
cd /Users/Ali/PKM/scratch/pkm-deepdive && ./vds-exec.sh run "echo $B64 | base64 -d | bash" 2>&1===== PKM PRODUCER PREREQS =====
-- pkm-monorepo checked out on VDS?
(end)
-- producer scripts present anywhere?
daily.sh ABSENT
-- python versions
Python 3.12.3
/usr/bin/python3.12
Python 3.12.3
-- rsync / wrangler / node
/usr/bin/rsync
/usr/bin/wrangler
v22.23.0
-- pkm-agent install (consumer)
/home/ali/Projects/pkm-agent
-- secrets: cloudflare token present?
INDEX.md
clerk-test.env
contabo-root-breakglass.md
frill.env
gemini-interactions.env
niftypm.env
resend.env
sentry-api-token.env
sentry-dsn.env
sources
staging-access.env
stripe-test.env
stripe_setup.py
vertex-express.env
vertex-express.env.bak-2026-06-21
vertex-express.env.bak-20260629T200329
===== DOCKER BUILD PREREQS =====
storage=overlayfs root=/var/lib/docker
-- buildx?
github.com/docker/buildx v0.34.1 e0b0e77d18d3379bc1e0d55f3b37de288d36fe47
-- disk for images
/dev/sda1 232G 165G 67G 72% /
===== ACADEMY DOCK PROGRESS (re-check) =====
board: {'in_review': 56, 'done': 134, 'todo': 66, 'blocked': 1, 'cancelled': 6}
open PRs now: 28Clear picture now:
- PKM-monorepo is not on the VDS at all (no producer code there) — so the migration starts with a clone. But python3.12, rsync, wrangler, node22 are all present. ✓
- Docker is build-ready (buildx 0.34.1, overlayfs, 67G free). ✓
- Dock is draining slowly — 28 PRs now (was 30), still 56 in review. Serial CI on one runner is the bottleneck, so the merge queue waits.
- One gap to resolve later: no obvious Cloudflare token in .secrets for the VDS-driven hub/D1 deploy — needed for step 9, not for steps 7–8.
I'll launch the two dock-independent workstreams now as scoped Codex lanes (gpt-5.5), each preservation-first and STOP-before-anything-consequential, and verify their output myself. Let me write the lane briefs and launch them.
mkdir -p /Users/Ali/PKM/scratch/pkm-deepdive/lanes cat > /Users/Ali/PKM/scratch/pkm-deepdive/lanes/pkm-producer-groundwork.txt <<'PROMPT' You are a scoped build lane on the AINA VDS. TASK: lay the SAFE groundwork to eventually run the PKM nightly producer pipeline ON THIS VDS (today it runs only on Ali's Mac at 11:15 EDT). PRESERVATION-FIRST: this is the canonical knowledge pipeline; losing or corrupting it loses Ali's memory. In THIS run you must NOT produce, deploy, publish, sync, or overwrite anything canonical. Groundwork + mapping only, then STOP and report. DO: 1. Clone github.com/oscalar/pkm-monorepo to /home/ali/PKM-monorepo using existing gh/git auth. If it already exists, `git fetch` and report current HEAD + branch. 2. Create a venv at /home/ali/PKM-monorepo/.venv with /usr/bin/python3.12 and install the pipeline's Python deps (look for requirements.txt / pyproject.toml under transcripts/ and aliknowledgebank/; install what the build stages import). Record exactly what you installed. 3. Read transcripts/tools/transcripts-daily.sh and every script it invokes. Produce a precise STAGE MAP: each stage in order, the exact command, and for each: (a) what it READS, (b) what it WRITES (absolute paths), (c) whether it has a SIDE-EFFECT THAT LEAVES THE BOX — deploys (deploy.sh / Cloudflare Pages), pushes remote D1 (sync_remote_bundle.sh / wrangler), sends notify, or overwrites the live consumer snapshot at /home/ali/PKM/aliknowledgebank. Flag every side-effect stage in bold. 4. Determine exactly how to run ONLY the build/compute stages into an ISOLATED output root (/srv/aina/pkm-staging) WITHOUT triggering any deploy/push/notify/canonical-overwrite. If output paths are hardcoded to Mac paths or the canonical snapshot, say so and propose the minimal env-var/flag/symlink to redirect them safely. 5. Check Cloudflare auth for wrangler (`wrangler whoami`; is CLOUDFLARE_API_TOKEN set or a token file present?) — needed LATER for deploy/D1, not now. Report presence only. DO NOT, under any circumstance: run transcripts-daily.sh; run deploy.sh, sync_remote_bundle.sh, notify, or qmd embed; overwrite /home/ali/PKM/aliknowledgebank; modify anything on the Mac; create a systemd timer; push any branch. OUTPUT: write your findings to /srv/aina/ops/lanes/pkm-producer-groundwork-REPORT.md — clone status + HEAD, venv path + deps installed, the STAGE MAP with side-effects flagged, the exact isolated-build invocation you recommend for the next (lead-supervised) step, and Cloudflare auth status. Then STOP. Do not proceed past groundwork. PROMPT cat > /Users/Ali/PKM/scratch/pkm-deepdive/lanes/docker-base-ci.txt <<'PROMPT' You are a scoped build lane on the AINA VDS. TASK: build the containerization foundation for aina-academy CI (Phase 1 of the Docker plan). Docker is installed (29.5.3, buildx 0.34.1, overlayfs, 67G free on /). CRITICAL: do NOT touch the live self-hosted GitHub Actions runner — it is actively landing PRs. You only BUILD and VALIDATE images; you do NOT flip the runner. DO: 1. Create /srv/aina/docker/ with Dockerfile.factory-base: Ubuntu 24.04 + node 22 + pnpm 10.11.0 (via corepack) + python3.12 + git + gh + build-essential + ca-certificates. Toolchain only — Tier-1 CI needs no codex/claude/MCP. Pin versions; run as a non-root build user. 2. Create Dockerfile.aina-academy-ci: FROM factory-base; copy ONLY the dependency manifests from /srv/repos/aina-academy (package.json, pnpm-lock.yaml, pnpm-workspace.yaml, any .npmrc) and run `pnpm install --frozen-lockfile` so deps cache in an image layer. 3. Build both with docker buildx (tags factory-base:latest, aina-academy-ci:latest). Record sizes + build time. 4. VALIDATE against reality: read /srv/repos/aina-academy/.github/workflows/ci.yml for the EXACT CI commands. Make a clean checkout of origin/main in a temp dir, then `docker run --rm -v <tmp>:/work -w /work aina-academy-ci:latest <ci commands>` (lint, typecheck, test, build). Capture pass/fail per step. Use default bridge networking. 5. Write a runner-flip RUNBOOK (do NOT apply it): the exact config change to make the self-hosted runner run each job inside aina-academy-ci:latest, to be applied ONLY AFTER the merge-train finishes draining PRs. DO NOT: modify .github/workflows in the repo; register/restart/stop/configure the runner; push any branch; touch other repos; flip anything live. OUTPUT: write to /srv/aina/docker/PHASE1-CI-REPORT.md — image sizes, build time, the in-container validation result (which CI steps passed), and the runner-flip runbook. Then STOP. PROMPT echo "prompts written:"; wc -l /Users/Ali/PKM/scratch/pkm-deepdive/lanes/*.txt
prompts written:
12 /Users/Ali/PKM/scratch/pkm-deepdive/lanes/docker-base-ci.txt
12 /Users/Ali/PKM/scratch/pkm-deepdive/lanes/pkm-producer-groundwork.txt
24 totalcd /Users/Ali/PKM/scratch/pkm-deepdive PKM_B64=$(base64 < lanes/pkm-producer-groundwork.txt | tr -d '\n') DOCK_B64=$(base64 < lanes/docker-base-ci.txt | tr -d '\n') cat > /tmp/launch-lanes.sh <<LAUNCH set -uo pipefail export PATH="/home/ali/.npm-global/bin:/usr/local/bin:/usr/bin:/bin:\$PATH" mkdir -p /srv/aina/ops/lanes /srv/aina/docker echo "$PKM_B64" | base64 -d > /srv/aina/ops/lanes/pkm-producer-groundwork.txt echo "$DOCK_B64" | base64 -d > /srv/aina/ops/lanes/docker-base-ci.txt CODEX=\$(command -v codex || echo /home/ali/.npm-global/bin/codex) echo "codex at: \$CODEX" # Lane A: PKM producer groundwork setsid nohup bash -c "cat /srv/aina/ops/lanes/pkm-producer-groundwork.txt | \$CODEX exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check - > /srv/aina/ops/lanes/pkm-producer-groundwork.log 2>&1" >/dev/null 2>&1 & echo "launched PKM groundwork lane" # Lane B: Docker base + academy CI setsid nohup bash -c "cat /srv/aina/ops/lanes/docker-base-ci.txt | \$CODEX exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check - > /srv/aina/docker/docker-base-ci.log 2>&1" >/dev/null 2>&1 & echo "launched Docker base lane" sleep 3 echo "--- codex exec procs now ---" pgrep -fa "codex exec" | grep -v grep | head LAUNCH B64=$(base64 < /tmp/launch-lanes.sh | tr -d '\n') ./vds-exec.sh runl "echo $B64 | base64 -d | bash" 2>&1
codex at: /home/ali/.npm-global/bin/codex
launched PKM groundwork lane
launched Docker base lane
--- codex exec procs now ---
229302 bash -c { echo "## UPDATE (2026-06-30): CI now runs FREE on the self-hosted VDS runner — the GitHub-hosted-minutes billing blocker is RESOLVED. Rebases re-trigger CI on the runner (it processes jobs SERIALLY, so be patient between PRs). Proceed confidently with dedup + rebase + merge. The release-marshal cron will also auto-merge any PR that becomes CLEAN."; cat /srv/aina/ops/lanes/lane-merge-train-v2.md; } | codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check - > /srv/aina/ops/codex-merge-train-v3.log 2>&1
229305 node /usr/local/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check -
229313 /home/ali/.npm-global/lib/node_modules/@openai/codex/node_modules/@openai/codex-linux-x64/vendor/x86_64-unknown-linux-musl/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check -
487923 bash -c cat /srv/aina/ops/lanes/pkm-producer-groundwork.txt | /home/ali/.npm-global/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check - > /srv/aina/ops/lanes/pkm-producer-groundwork.log 2>&1
487924 bash -c cat /srv/aina/ops/lanes/docker-base-ci.txt | /home/ali/.npm-global/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check - > /srv/aina/docker/docker-base-ci.log 2>&1
487928 node /home/ali/.npm-global/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check -
487929 node /home/ali/.npm-global/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check -
487942 /home/ali/.npm-global/lib/node_modules/@openai/codex/node_modules/@openai/codex-linux-x64/vendor/x86_64-unknown-linux-musl/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check -
487943 /home/ali/.npm-global/lib/node_modules/@openai/codex/node_modules/@openai/codex-linux-x64/vendor/x86_64-unknown-linux-musl/bin/codex exec --json --dangerously-bypass-approvals-and-sandbox --model gpt-5.5 -c model_reasoning_effort=high --skip-git-repo-check -Both lanes are live (PID 487923 PKM-groundwork, 487924 Docker-base), alongside the merge-train still draining the dock. Let me write the execution-state tracker (so this survives compaction/wakeups) and set a check-back.
# Execution State — AINA Factory + PKM-to-VDS (2026-06-30) Ali authorized full autonomous execution of the plan in `aina-factory-map-and-academy-first-plan-2026-06-30.md`. Drive it to completion; report progress; preservation-first on canonical PKM. ## VDS access `cd /Users/Ali/PKM/scratch/pkm-deepdive && ./vds-exec.sh run '<cmd>'` (reads) / `runl` (writes). Host `aina-vds-tf`. ## The plan (two workstreams) **A — Academy factory:** 1 drain dock (in flight, merge-train) · 2 merge queue (GATED on drain) · 3 containerize CI · 4 containerize lanes (MUST mount sessions/ out for PKM) · 5 validate one MCP agent in box · 6 replicate to platform+data-engine-room after 1 wk clean. **B — Move PKM nightly off laptop:** 7 VDS producer in parallel (codex LLM, incremental) · 8 laptop→VDS session push · 9 wire outputs (hub/D1/notify from VDS, needs CF token) · 10 cut over, Mac=break-glass. ## In flight NOW (Codex lanes, gpt-5.5) - **PKM groundwork** (PID 487923): clone pkm-monorepo→VDS, venv, map pipeline stages+side-effects, recommend isolated-build invocation. STOPS before producing. Report → `/srv/aina/ops/lanes/pkm-producer-groundwork-REPORT.md`; log `…/pkm-producer-groundwork.log`. - **Docker base+CI** (PID 487924): build factory-base + aina-academy-ci images, validate academy CI in-container, write runner-flip runbook. Does NOT flip live runner. Report → `/srv/aina/docker/PHASE1-CI-REPORT.md`; log `/srv/aina/docker/docker-base-ci.log`. - **Merge-train v3** (PID 229302): draining 28 open PRs (29→28→…) on free runner. Slow (serial CI). ## Verify-before-trust (lead owns) - Read each lane's REPORT, don't trust the log's self-claim. Confirm: clone HEAD real, venv deps real, images actually built (`docker images`), CI steps actually passed in-container. - PKM groundwork must NOT have produced/deployed/overwritten canonical — confirm `/home/ali/PKM/aliknowledgebank` untouched. ## Gates / unknowns - Merge queue (step 2): enable only when in_review < ~10 / open PRs single digits. - CF token for VDS-driven deploy (step 9): not found in /srv/aina-hq/.secrets; wrangler may be authed via env/token file — groundwork lane checks `wrangler whoami`. - Step 4 session-log mount = the one way Docker could break PKM. Non-negotiable checklist item. ## Prereqs confirmed on VDS python3.12 ✓ rsync ✓ wrangler ✓ node22 ✓ docker buildx 0.34.1 ✓ 67G free ✓. pkm-monorepo NOT present (groundwork clones it). pkm-agent consumer at /home/ali/Projects/pkm-agent. ## Next actions when lanes finish 1. Verify both reports. 2. If Docker green → hold runner-flip until drain done. 3. If PKM groundwork green → I (lead) drive first isolated parallel build into /srv/aina/pkm-staging, verify no canonical touch, then create staging systemd timer. 4. When drain low → enable merge queue. 5. Build laptop→VDS push (Mac launchd). 6. Resolve CF auth → wire VDS outputs. ## Done-means-Landed reminder Plan doc is scratch (fine). Real changes (Dockerfiles, timers, Mac launchd, doc updates to CLAUDE.md/ARCHITECTURE.md) must be committed+pushed in their repos before "done".
File created successfully at: /Users/Ali/PKM/scratch/pkm-deepdive/EXECUTION-STATE-2026-06-30.md (file state is current in your context — no need to Read it back)
{
"delaySeconds": 1200,
"reason": "Checking the two VDS Codex lanes (PKM groundwork clone+venv+map ~20-30min; Docker image build+in-container CI validate ~20-40min) and merge-train drain progress; 20min lets meaningful work land without over-polling.",
"prompt": "<<autonomous-loop-dynamic>>"
}Next wakeup scheduled for 13:38:00 (in 1213s). Nothing more to do this turn — the harness re-invokes you when the wakeup fires or a task-notification arrives.
Done — both folded into the plan, and I've started running it out autonomously.
Three Codex lanes (gpt-5.5) on the always-on VDS — none of these need your laptop:
1. PKM-producer groundwork — clones pkm-monorepo to the VDS, builds the venv, and maps every pipeline stage + side-effect. Scoped to STOP before producing or deploying anything (canonical memory = preservation-first; I drive the first real build myself once I've verified its map).
2. Docker base + academy CI — builds the factory-base + aina-academy-ci images and validates academy's real CI inside a container. Does not touch the live runner (it's busy landing PRs).
3. Merge-train — still draining the dock (30 → 28 PRs).
I've written an execution-state tracker so this survives across sessions, and I'll check the lanes back in ~20 min, verify their output myself (not trust the logs), and keep driving: first isolated PKM staging build → laptop-push → merge queue once the dock is low → containerize lanes with the session mount.
Status: not landed yet — this is multi-day by nature (the parallel-producer soak and the "academy clean for a week" gate can't be rushed). But it's all moving now without needing your laptop on, and I'll keep pushing it forward and report each meaningful step. You can walk away.