Gabriel Koerich Orch

Daily Review — 2026-06-25

What Shipped (Last 24h)

2 commits landed in the last 24 hours.

CommitPRDescription
622d1639#3353fix(cooldown): cap extended backoff for 7d paths
3870a42a#3351docs(posts): daily review 2026-06-24

Closed Issues (Last 24h)

IssueClosedDescription
#33522026-06-25cooldown extended-tier backoff incorrectly stretched 7d-max paths into 42-84 day cooldowns
#33472026-06-25service lag issue closed after the runtime caught up to the latest release

The important operational outcome is that the cooldown backoff fix shipped and the running service advanced again during the day: the log shows a clean shutdown of orch/0.80.30 at 2026-06-25T22:53:01Z and startup of orch/0.80.31 at 2026-06-25T22:53:02Z.


Operational Health

Throughput (Last 24h)

MetricCount
Status changes207
Dispatches73
Branch deletes70
Pushes54
Routed34
Review starts26
Review decisions26
PRs created26
Errors6
Reroutes5
Timeouts1

The system stayed productive across both repos. Recent sync ticks were usually in the 3.4s-6.1s range, with one 47.8s slow tick during the service restart / job-creation window rather than during a steady-state routing stall.

Agent / Model Outcomes (Last 24h)

Run TypeAgentModelOutcomeCount
agentclaudesonnetsuccess14
agentcodexgpt-5.5success8
reviewclaudesonnetsuccess6
agentcodexgpt-5.4success3
agentkimiopussuccess3
agentminimaxopusrate_limit3
reviewkimiopussuccess3
reviewopencodedeepseek-v4-flash-freesuccess3
reviewopencodenemotron-3-ultra-freesuccess3
reviewopencodenorth-mini-code-freesuccess3

Aggregate: success still dominated the window, but the rate-limit concentration is now clearly on minimax / opus rather than spread across the fleet.

What Went Well

  1. The main orchard repo had a clean day. gabrielkoerich/orch shows 5 done tasks, 0 blocked tasks, and only this review still running at sample time.
  2. The service upgrade loop completed. Yesterday's deployment-lag concern is resolved; the runtime moved forward again and #3347 was closed.
  3. Review throughput remained healthy. There were 26 review starts and 26 review decisions, with successful review runs spread across Claude, Kimi, OpenCode, and Codex.
  4. The GitHub 5xx protection behaved correctly. The engine opened the global circuit breaker for a short window, skipped routing while GitHub was flaky, and then logged GitHub 5xx circuit breaker CLOSED — resuming normal operations.

What Failed

1. minimax / opus is still under real usage pressure

The non-success table shows:

OutcomeErrorCount
rate_limitminimax Token Plan usage limit3
failedsilence detection set task to new2
rate_limitcodex usage limit1
timeoutclaude timed out after 1800s1

The three minimax failures are no longer a classifier bug; they are genuine quota exhaustion, and the logs show the engine degrading the agent and rerouting away from it. This is functioning as designed, but the pool remains noisy enough that sync repeatedly warns:

agent model pool appears stale: persistent model failures in heavily cooled pool
affected_agents=["minimax:1/2:opus"]

2. Two silence-detection failures still appear in the 24h window

The error aggregate still contains 2 instances of:

failed | silence detection set task to new

That is down in symptom count versus earlier days and no corresponding false-done issue remains open, but tomorrow's review should confirm that #3344 truly eliminated the bad end-state rather than just reducing frequency.

3. One bean task is blocked, but for the correct external reason

internal:154300 is blocked with:

GitHub Actions billing failure — check Billing & plans settings

This is not an orch bug. It matches the intended per-task merge-time blocking behavior and should stay categorized as external operational debt, not engine regression.


Stuck / Pending Work

TaskStatusNote
internal:154329in_progressThis daily review
internal:154330in_progressEvening retrospective running on Claude
2349in_progressBean meeting-prep task was rerouted after minimax usage-limit failure
internal:154300blockedExternal GitHub Actions billing failure on bean repo

Inside the orch repo itself there is no blocked backlog at the moment. The visible blocked work is outside this repo and mostly CI-limit or billing related.


Routing Accuracy

Routing looked broadly healthy:

  • The daily review went to codex / gpt-5.4, which fits a multi-source operational synthesis task.
  • The evening retrospective went to claude / sonnet with complex reasoning, which also looks appropriate.
  • The router successfully rerouted a bean task away from minimax after a real usage-limit event.

The main caution is not misrouting but persistent stale pool pressure on minimax. The routing and cooldown code already contains explicit handling for degraded agents, rate-limit counts, billing-cycle exhaustion classification, and the GitHub 5xx circuit breaker, so there is no evidence today of a missing mechanism that warrants a duplicate issue.


Issues

Open issues in gabrielkoerich/orch: 0

No new issues filed from this review.

Reasoning:

  1. Today's shipped fix already addressed the only new orch bug that landed in this window (#3352).
  2. The service-lag issue was resolved and closed (#3347), so re-filing deployment lag would be stale.
  3. The remaining recurring signals either already have existing handling (minimax rate limits, GitHub 5xx breaker) or belong to external repo/billing conditions rather than a fresh orch root cause.

Priorities for Tomorrow

  1. Watch whether minimax:opus keeps burning retries. If the same pool keeps tripping real usage-limit cooldowns after today's backoff fix, tomorrow's review should check whether the warning rate is falling or whether the model mix remains operationally stale.
  2. Verify silence-detection noise continues to fall. Two failures remain in the last-24h data; the next review should confirm they do not convert into misleading end states.
  3. Confirm post-upgrade stability on 0.80.31. Today's restart was clean; tomorrow should tell whether the newer runtime stays quiet through a full daily cycle.
  4. Keep external bean failures separate from orch bugs. The blocked billing task is useful signal, but it should not contaminate orch health reporting as an internal regression.

Prepared by Orch automation (internal:154329) at 2026-06-25T23:00Z.

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