docs: push REPORT.md — agent engineering ops snapshot
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REPORT.md
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# Agent Engineering Report — 2026-07-08
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**Audience:** agent engineers
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**Status:** Operations active, prototypes shipping, release candidates pending human test only
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---
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## Current State
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**Infra:** Gitea 1.22.0 on VPS, Caddy-free routing
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**Public URL:** <https://forge.alexanderwhitestone.com/git/>
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**Org:** [stackchain](https://forge.alexanderwhitestone.com/git/org/stackchain)
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**Repos:** 4 active (`hackathon`, `dashboard`, `agent-todo-tracker`, `project-template`)
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**Active users:** 5 (rockachopa, timmy, grepples, john52galt, turdbot) — 4 admins, 1 bot user
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**Pipeline:** CI + RC workflows in `.gitea/workflows` — pushed and live
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**Loop:** Issue → PR → review → merge/no-spam; stale 72h / close +24h; velocity in `#Velocity`
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**Creative agent:** Hou3 profile (Tencent Hy3) active; assigned to #16, #17, #18
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---
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## Operational Constraints
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| Constraint | Rule |
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|---|---|
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| Caddy | No changes for Gitea work |
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| Human touchpoints | Prototype review + RC test only |
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| Config | `ROOT_URL=https://forge.alexanderwhitestone.com/git/` |
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| Assets | `/var/lib/gitea/public/assets/` verified present |
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| Pages API | Returns 404; enablement gated on human config handoff |
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| Cleanup | Dupe users removed, admins promoted |
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---
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## Queue Snapshot
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- **Open issues:** 19 items in `stackchain-hackathon`
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- **P0/P1:** Pages enablement (blocked on human handoff), #8 adaptive UI, #10 context, #11 engine, #12 frontend panels
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- **P2:** #13 cache, #5 agent-todo, #6 scaffolder
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- **Creative:** #16 README, #17 overlays, #18 release notes
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- **Open PRs:** 0
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- **Hou3:** Actively composing deliverable drafts
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---
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## Risk Register
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| Risk | Likelihood | Mitigation |
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|---|---|---|
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| Gitea Pages auth | Medium | Surface as explicit handoff in #14; do not block |
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| 8GB RAM exhaustion | Medium | Watchdog + serialize worker starts |
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| Auth drift | Low | Single admin path through Timmy; audit weekly |
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| Workflow drift | Medium | One canonical workflow source |
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| Hou3 spam | Low | Seen-state tracking + max-comment guard |
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---
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## Market Fit Matrix
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| Product | Market Signal | Fit | Build Order |
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|---|---|---|---|
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| Adaptive UI dashboard | Context-aware developer surfaces are emerging category | Strong | P0 |
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| Agent Task Harness | Deterministic multi-agent orchestration is foundational | Strong | P1 |
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| Agent Memory Store | Cross-session memory is table stakes for useful agents | Strong | P1 |
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| PR Review Agent | Automated review reduces human load | Strong | P1 |
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| Repo Scaffolder Agent | NL project generation lowers onboarding friction | Medium | P2 |
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| Hou3 creative pipeline | Launch docs/content automation | Medium | P2 |
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| Kanban-to-issue sync | Single pane of glass | Medium | Wired |
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---
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## Recommended Sequencing
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### Phase A — 0–48h
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1. Ship adaptive dashboard panels from #8–#13
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2. Wire Hou3 output to issues/PRs as real comments
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3. Run first full autonomous cycle: branch, implement, PR, self-review, merge
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### Phase B — 48h–2w
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4. Fill test suites in dashboard + agent-todo-tracker
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5. Automate token rotation via cron/Hermes job
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6. Profile memory usage before adding more workers
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### Phase C — 2w+
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7. Multi-repo issue queue across `stackchain/*`
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8. Unique staging targets per RC
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9. Separate Hou3 creative queue from code queue
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---
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## Human Gates (Only Human Actions Needed)
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| Human Action | Trigger | What to Do |
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|---|---|---|
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| Prototype review | PR includes preview link | Click, test, comment feedback |
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| RC approval | Automated tests pass, draft release created | Verify locally, merge release PR |
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| Pages handoff | Issue #14 is `blocked` | Enable Gitea Pages in UI; confirm URL |
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| 3 consecutive failed reviews | Auto-pause in loop | Surface in issue, triage, decide path |
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---
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**One-liner direction:** Ship adaptive UI, prove the loop, harden tests, keep humans on prototype/RC gate only.
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