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Problem: users are trapped between marketing numbers and incomplete engineering notes. Plan: publish concrete recipes
for Gemma local evaluation, local coding-agent backend, NVFP4 MoE serving, GGUF llama.cpp ...
Problem: first campaign was too broad, and long HellaSwag rows blocked fast learning. Plan: split into smoke/load, short
accuracy, long accuracy, throughput, and MTP/spec decode phases; run HellaSwag separately; ...
Epic tracking issue. Spec: docs/epics/E04-controller.md. Depends on: E2 ✅, E3 ✅.
The deterministic state machine and monotonic 1.0 s tick loop: explicit transition table, T0 debounce, add-beans
guidance, ...
Problem: HF fallback rows were fragile and several died with returncode=-9. Plan: treat HF fallback as a separate
backend, add RSS/GPU/unified-memory/swap/OOM telemetry, lower defaults, and annotate failures ...
Story for Epic E4 — Controller (docs/epics/E04-controller.md; plan: orchestration plan § Persistence (startup), § Safety
Policy; D16).
Acceptance criteria
- [ ] FakeMCPClient scripted full-roast scenarios ...
Problem: first campaign showed GGUF throughput works, but lm-eval accuracy failed because the tested llama.cpp
API/logprobs response did not match lm-eval loglikelihood needs. Progress: scripts/gguf_logprobs_probe.py ...
Story for Epic E4 — Controller (docs/epics/E04-controller.md; plan: component plan §2 implication note, orchestration
plan § T0 Debouncing, § Milestone 1 Module Blueprint).
Acceptance criteria
- [ ...
Story for Epic E4 — Controller (docs/epics/E04-controller.md; plan: orchestration plan § Controller Loop).
Acceptance criteria
- [ ] Monotonic fixed-rate scheduler (no drift accumulation) with jitter ...
Story for Epic E4 — Controller (docs/epics/E04-controller.md; plan: component plan §3, orchestration plan § State
Machine).
Acceptance criteria
- [ ] Explicit transition table for the 9 phases per ...
Context
The sentry core plugin s deterministic detectors (plugins/sentry/eidan_sentry/patterns.py) emit DetectedPattern rows
that the tick (eidan_sentry/loop.py) turns into eidan.escalations for the operator ...
area:plugins
enhancement

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