design: advisor safety envelope + per-shard advisor (closes #91, closes #126)#200
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#126) ADVISOR_SAFETY.md (#91): per-knob min/max bounds, hysteresis + cooldown, a regression detector + rollback to the prior snapshot, a kill-switch to the static W-TinyLFU+SIEVE baseline, and a seeded monotonic-versioned RCU config-snapshot contract. ADVISOR.md (#126): a per-shard background advisor doing LeCaR/bandit expert weighting over {SIEVE, W-TinyLFU-admission, sampled LRU/LFU}, a bounded knob set, atomic config-snapshot RCU swap, EvictionPolicy-trait binding (#48), cadence/ hysteresis; numeric tuning deferred to the harness; shadow/off default per ADR-0013 (not re-decided). Supersedes the decomposed #88. Authored+reviewed via workflow. CI passes. Closes #91, closes #126. Signed-off-by: Zeke <ezequiel.lares@outlook.com>
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Wave-3 M1 specs (AI advisor; #91 first, #126 builds on it). Authored + adversarially reviewed via workflow.
ADVISOR_SAFETY.md (#91): per-knob min/max bounds, hysteresis + cooldown, a regression detector + rollback to the prior snapshot, a kill-switch to the static W-TinyLFU+SIEVE baseline, and a seeded monotonic-versioned RCU config-snapshot contract.
ADVISOR.md (#126): a per-shard background advisor doing LeCaR/bandit expert weighting over {SIEVE, W-TinyLFU-admission, sampled LRU/LFU}, a bounded knob set, atomic RCU config swap, EvictionPolicy-trait binding (#48); numeric tuning deferred to the harness; shadow/off default per ADR-0013 (not re-decided). Supersedes the decomposed #88.
CI passes. Closes #91, closes #126.
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