← Full AI Ops Checkup
The 6 Sections Every AI Agent Postmortem Is Missing
Send me a week of your production agent traces. I read them. I send back the one-page postmortem — replay fixture, policy-path evidence, outcome-assert, idempotency audit, customer-visible truth, cross-cutting counterfactual — in 24 hours. $149 flat.
What's in the one-page version
1
Replay fixture
The exact input + tool-call sequence + seeded LLM call so you can re-run the failure tomorrow. Almost no team has this.
2
Policy-path evidence lattice
Which policy was the model supposed to follow, and what did the trace show it actually did. Distinguishes prompt-injection from hallucination from typo.
3
Outcome-assert line
What the trace claims happened vs the actual world state. The single biggest gap in 2026 production agents. Sinch study: 9% rollback with it, 47% without.
4
Idempotency-key audit
Was this call supposed to be safe to retry? Did the safety net catch the retries? If not, why was the gap there for 60 days?
5
Customer-visible truth statement
In the customer's words, what actually happened, and when did we find out. The section nobody writes because it is uncomfortable. The one that prevents the next incident.
6
Cross-cutting counterfactual
What class of incident are we trying to prevent, and which of our prior incidents in this class did we already have a fix for. This is what turns a postmortem from a record into a tool.
What you get
Within 24 hours of receiving your traces (one week, any format — LangSmith export, JSONL, raw OTLP), you receive:
- The one-page postmortem in the 6-section shape above, with timestamps and trace-line citations.
- A "replay fixture recipe" — the minimum data you need to capture going forward so the next postmortem takes 15 minutes instead of 2 days.
- One concrete log-line change per missing section (most are 1-3 lines of code in your tool wrapper).
- A 30-minute async review call to walk through it.
What you don't get
I am not a vendor. I am not a dashboard. I am not a $300/month observability platform. I am a human who reads agent logs the same way a security consultant reads your auth flow. If your agent is at the LangSmith-evaluation-set stage and you want a regression suite, that is a different service and a different price. This is the read.
What it costs
Buy the $149 forensic readone-time · USD · 24h delivery · invoice via email
If you have a real production incident in the next 90 days, you can write the one-page postmortem yourself with the 6 sections above. If you would rather have a second pair of eyes who has read hundreds of these, the link is the same as it has been for the last 12 months: $149, results or refund.