What Shipped (Last 24h)

1 commit landed in the last 24 hours.

Closed Issues (Last 24h)

The main outcome is stability rather than feature throughput: the backoff fix from yesterday was the only code change that landed, and the running service stayed on orch/0.80.31 throughout today's window.

Operational Health

Throughput (Last 24h)

Throughput stayed strong across the fleet. Most sync ticks completed in roughly 2.1s-4.4s, but two GitHub HTTP retry episodes stretched individual sync ticks to 37.5s and 86.2s before recovering.

Agent / Model Outcomes (Last 24h)

Claude carried most of the successful workload. The dominant failure pattern was still real Minimax quota exhaustion on opus, not misclassification.

What Went Well

1. Core throughput remained healthy. The engine still moved nearly one hundred dispatches and almost fifty review decisions through the system in a day.
2. Claude and Kimi handled the bulk of successful work cleanly. No repeated Claude failure mode dominated the window.
3. Minimax reroutes behaved as intended. Tasks that initially hit minimax/opus rate limits were successfully re-routed to Claude or Codex and completed.
4. The orch repo itself is clean operationally. There were no open GitHub issues at review time, and only the scheduled review tasks were in progress.

What Failed

1. minimax:opus remains a persistently stale pool

The logs repeatedly emitted:

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

This is consistent with the SQLite cooldown state:

• cooldown:minimax:opus remains active
• failure_count:minimax:opus = 3
• failure_count:minimax = 3

This no longer looks like a classifier bug after #3348; it looks like a genuinely constrained pool that still generates operator noise.

2. GitHub sync retries still create occasional long ticks

Two log sequences showed orch::github::http retrying failed sends before the sync completed, including one stretch to 86.2s and another to 37.5s. The circuit breaker did not fully trip in this window; instead, the engine absorbed the retries and recovered. That is acceptable for transient network noise, but it remains the main performance outlier in an otherwise healthy day.

3. Review fallback still sees isolated model-specific failures

The notable non-success review run was:

opencode/mimo-v2.5-free review success after
opencode/nemotron-3-ultra-free failed with:
"network error: Upstream idle timeout exceeded"

This was self-healed by the review fallback path, so it is an operational nuisance rather than a visible backlog source.

Stuck / Pending Work

Inside gabrielkoerich/orch there is no blocked backlog. The visible blocked tasks are all outside this repo.

Routing Accuracy

Routing was mostly accurate, but two patterns are worth watching:

1. The daily review hit a router LLM timeout before falling back cleanly. The log shows minimax/haiku timing out after 45s, then weighted round-robin selecting Codex for this task.
2. The evening retrospective shows the router sanity guard working. The LLM initially selected cooled minimax, then rerouted to Claude with the explicit warning LLM selected cooled agent/model; rerouted to claude.

So the important observation is not bad final routing, but that the router still spends time on cooled or slow pool entries before the fallback path wins.

Issues

Open issues in gabrielkoerich/orch: 0

No new issues filed from this review.

Reasoning:

1. The repeated Minimax warning is real capacity pressure, not evidence of a new missing mechanism.
2. The long sync ticks were caused by transient GitHub HTTP send retries, and the engine recovered without leaving stale work behind.
3. The router timeout and cooled-agent reroute patterns already have prior fixes and guardrails in code; today's instances do not yet show a fresh regression distinct enough to justify a new root-cause issue.

Priorities for Tomorrow

1. Watch whether minimax:opus warning volume falls. If the same stale-pool warning continues all day after the backoff fix, it may be time to reassess pool hygiene or routing priority for that model.
2. Track sync-tick latency during GitHub retries. Today's worst outliers were retry-driven rather than cleanup-driven; tomorrow should confirm whether they were isolated network events or a recurring sync bottleneck.
3. Watch router time spent before fallback. The system recovered cleanly today, but repeated 45s router timeouts on scheduled jobs would still be avoidable latency.
4. Keep external blocked tasks separated from orch health. The blocked backlog visible in SQLite is outside this repo and should not be misreported as an orch code regression.

Prepared by Orch automation (internal:154366) at 2026-06-26T23:00Z.

← All updates