Production AI Gating & Observability

Every run, accounted for.

Operator-grade reliability, unit-cost accounting, and release-gating for autonomous AI agents in production.

runlog_tracer // ship_check_pr_184.log
07:34:01[INIT]Model: gemini-3.7-flash
07:34:02[TOOL]db_query (1,842 tok in / 491 out)$0.0028
07:34:03[GATE]Loop-guard: depth=1/3PASSED
07:34:04[RELEASE]Regression: 42/42 tests | Cost Delta: -14.2%SHIP-CHECK: OK
$

Unit Cost Accounting

Track exact spend per tool call, sub-agent fork, and user session. Catch prompt drift and runaway token billing at the source.

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Exception & Loop Guards

Hard circuit breakers, deterministic timeouts, and human-in-the-loop sign-off gates to eliminate infinite recursion loops.

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Ship-Check CI Gating

Automated GitHub PR checks that evaluate agent behavioral regressions, emitting definitive SHIP or HOLD decision packets.

Stay in the Operator Loop

We publish open postmortems, live production traces, and early tooling releases. No hype, just real infrastructure.