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Code excerpts:
- File: imageia/db/access.php
✗ Missing required ...
Workflow: Operator Watch Run: https://github.com/reprewindai-dev/byosbackened/actions/runs/27309868166 Impact: backend
operator watch detected critical pressure or could not run. Action: Check the workflow ...
⚠ VANTA snapshot pipeline degraded — only 0 snapshot commits on gex-snapshots today (floor 60). Likely a dead FF_SESSION
or expired token — refresh the FF_SESSION repo secret.
pipeline-health
Summary
The pre-merge typecheck gate in story-close always falls back to the hardcoded npm run typecheck command and ignores
project.commands.typecheck from .agentrc.json. The root cause is a single missing ...
type::story
Context — beacon v2 career OS (WS3)
Part of the pivot in docs/career-strategy.md. With active job seeking done, the demand side of beacon shifts from live
listings to named aspirational roles — roles ...
enhancement
The shading feature where you make a rectangle red and 37% dense looks great in the UI (as always) but I just correct a
small error in a prior graph and re-rendered it and the shading in the new exported ...
Rationale
Shadow-routing promotion crosses several sensitive boundaries: it compares provider outputs locally, stages policy
drafts, applies local canaries, and may queue managed feedback. Each step must ...
backlog
correctness
priority:p3
privacy
status:ready
tests
Context
#12833 / PR #12837 (merged today, b6273b086) bounded summarizeSession s synthesis with sessionSummaryTimeoutMs (flat
180s) + a degrade-on-timeout fallback — killing the unbounded ~30-min stall. ...
ai
enhancement
model-experience
performance
Inherited default: QLoRA r=32 on bnb-4bit 3B (industry fine-tune recipe). First-principles question: at matched
GPU-minutes, does FULL fine-tuning of a 0.5B core (no adapter bottleneck, no quantization ...
first-principles
FPR receipt: 22.1% of V-passes fail MBPP+ extended (frontier 27.1%). First-principles question: asserts are SAMPLES of a
specification, not the specification — what verification shape (property-based generation, ...
first-principles

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