Learned excuses: learn the app's own per-request writes, then enforce exactly what a person approved by abrichr · Pull Request #1679 · OpenAdaptAI/OpenAdapt

Shadow mode: check an agent's writes beside it, never blocking one (WIP)

abrichr

committed

847637f

Shadow mode: review round 1 (never drop a write, mirror upstream failures, refused writes are UNCERTAIN, declared only unchecked episodes, FHIR tests)

abrichr

committed

c7707cd

Shadow mode: on_checked hook for a step that learns from checked traffic

abrichr

committed

eb15531

Shadow mode: recheck each CONFIRMED (fhir: the window since the first check; sql: verifier.recheck), late REFUTED in its own report section; CTO summary by kind

abrichr

committed

6316936

Shadow mode: live Medplum results (scripted and Claude agents), setup timing, CAPABILITIES and CHANGELOG

abrichr

committed

7a49687

Merge remote-tracking branch 'origin/main' into feat/shadow-mode

abrichr

committed

3829f00

Shadow mode: mypy-clean; launcher help works with an older openadapt-flow

abrichr

committed

85cbbb1

Shadow mode: a route may pin a value the request body doesn't carry ({literal: v})

abrichr

committed

ad9dfca

Learned excuses: learn the app's own per-request writes, then enforce exactly the approved moves

abrichr

committed

2bb672e

Learned excuses: never excuse a row whose columns weren't all compared; docs, CLI test

abrichr

committed

d67a75b

Learned excuses: printed hint through cli_hints; no launcher command until the engine ships it

abrichr

committed

eae92a2

Learned excuses: approval reaches every contract file a manifest variant names (update contracts too)

abrichr

committed

a9b471b

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Learned excuses: learn the app's own per-request writes, then enforce exactly what a person approved - #1679

Learned excuses: learn the app's own per-request writes, then enforce exactly what a person approved#1679
abrichr wants to merge 12 commits into
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feat/learn-excuses

Commits on Oct 31, 2026

Shadow mode: check an agent's writes beside it, never blocking one (WIP)

Shadow mode: review round 1 (never drop a write, mirror upstream failures, refused writes are UNCERTAIN, declared only unchecked episodes, FHIR tests)

Shadow mode: on_checked hook for a step that learns from checked traffic

Shadow mode: recheck each CONFIRMED (fhir: the window since the first check; sql: verifier.recheck), late REFUTED in its own report section; CTO summary by kind

Shadow mode: live Medplum results (scripted and Claude agents), setup timing, CAPABILITIES and CHANGELOG

Merge remote-tracking branch 'origin/main' into feat/shadow-mode

Shadow mode: mypy-clean; launcher help works with an older openadapt-flow

Shadow mode: a route may pin a value the request body doesn't carry ({literal: v})

Learned excuses: learn the app's own per-request writes, then enforce exactly the approved moves

Learned excuses: never excuse a row whose columns weren't all compared; docs, CLI test

Learned excuses: printed hint through cli_hints; no launcher command until the engine ships it

Learned excuses: approval reaches every contract file a manifest variant names (update contracts too)