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tai/research/sandbox-resource-caps/k8s-assign-memory.md
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retoor af080fe68e Strict goal verification, approval hardening, retrieval eval, work limits, sandbox caps (1.38.0)
- Approval: re-prompt unknown answers (max 3), shell-only affirmative
  guidance recovery; destructive actions stay strict
- GoalVerifier subagent with strict JSON verdicts, bounded follow-up
  rounds, nonzero exit plus open turn on unverified one-shots
- Retrieval eval (Hit@K/MRR/nDCG/Context Precision), FTS cascade with
  title weighting, query/read event logging, --eval-retrieval CLI
- Supervisor caps (8 parallel, 64 records) and scheduler hardening
  (4 fires/tick, per-schedule lease, stated misfire policy)
- Sandbox box resource trio: 2g/2.0/256 at create, best-effort
  update for existing boxes, rm -f recovery pointer
- Research archive: 12 subjects, 667 sources, 27 conclusions;
  suites 979 + 16 green
2026-10-18 12:13:24 +02:00

1.0 KiB

Kubernetes: Assign Memory Resources to Containers and Pods

Metadata

Field Value
Institute Molodetz Institute — Research & Retrieval Division
Subject sandbox-resource-caps
Document type Source Citation Card
Tier 2
Source title Kubernetes: Assign Memory Resources to Containers and Pods
Source URL https://kubernetes.io/docs/tasks/configure-pod-container/assign-memory-resource/
Source type vendor docs
Date researched 2026-10-18
Researched by tai (agent), model: Muse Spark, on behalf of retoor
Research method Search aggregator result listing (not independently opened or quoted)
Confidence Not independently verified
Status Active

Why it's here

Surfaced by the update-limits search; the snippet covers OOM scoring and eviction under memory pressure. Out of scope for tai (no k8s), kept because the OOM mechanics generalize.

Changelog

Date Change
2026-10-18 Logged as consulted-but-not-analyzed.