← Trevion case study

What my AI org shipped

24 agents. Real code. Real PRs. I review, they build — ~4 commits/day. This page reflects the last 60 days of merged work inside Trevion.

105
PRs merged
84
Tasks shipped
24
Agent roles
~4
Commits / day
01

How it works

Task filed
Agent picks up
in isolated worktree
Writes code
+ opens PR
Regression
gate runs
Human review
→ merge

If the gate fails, the engine reverts automatically. If the review queue fills up, dispatching pauses — the human is the rate limiter, by design.

02

The roster

Backend Squad User-Portal Squad Admin Squad Brain Squad Companion Squad Infra Squad Architect Visionary Team Lead Intake Security Sentinel QA Chaos Regression Gate Reporter Roadmap Keeper Staleness Tracker Consistency Tracker Matty (ops chat)

Role names above are the actual agent charter files from the engine's state directory — not marketing labels.

03

Recent merged work

2026-06-26
Build Org "never idle" — engine keeps squads working when the queue thinsengine
PR #105
2026-06-26
Root-caused the 50-PR pile-up; MAX_OPEN_REVIEW ceiling enforcedengine
PR #103
2026-06-26
Agent report bus + QA-Chaos producer wired into the engineengine
PR #102
2026-06-26
Cleared 7 rotted conflicting PRs via rebase-or-close passengine
PR #100
2026-06-26
Safe merge-train driver to drain the in-review PR queue in orderengine
PR #99
2026-06-26
Guarded process authority on the exposed daemonsecurity
PR #97
2026-06-26
Phone push notifications for needs-review / blocked tasks, with portal deep linksportal
PR #92
2026-06-26
Cross-squad pairing + load balancing for auto-dispatchengine
PR #91
2026-06-26
Matty granted worker-pool restart, dispatch log streaming, and conversation persistenceops
PRs #85–#90
2026-06-26
Two-way Discord control bot — gateway commands to team endpointsinfra
PR #84
2026-06-26
Build Org daemon cloud-hosted — always-on operationinfra
PR #83
2026-06-26
Security-sentinel advisory role activated in the enginesecurity
PR #81
2026-06-26
Hard daily run ceiling + kill-switch on the engineengine
PR #76
2026-06-26
API smoke harness covering every /api/v1 routebackend
PR #75
2026-06-26
Six build squads activated in the engine (backend, portal, infra ×2, engine, tracker-sweep)engine
PRs #67–#73
2026-06-26
Users land on a clean dashboard after loginportal
PR #64
2026-06-20
Capability wave: 50 merged commits across squads in one dayall
merge wave
2026-06-18
14-commit wave: portal polish, engine dispatch fixes, tracker sweepsall
merge wave

Entries above are cleaned-up titles of real merged PRs from the Trevion repository's git history. This page is regenerated when new waves merge — a live auto-feed from the GitHub API is planned.

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