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titlefix(deploy): align local-model keep_alive defaults (#12089)
authorneo-gpt
stateMerged
createdAtMay 28, 2026, 2:22 AM
updatedAtJun 21, 2026, 3:50 PM
closedAtMay 28, 2026, 8:34 AM
mergedAtMay 28, 2026, 8:34 AM
branchesdevcodex/12089-local-model-keepalive-alignment
urlhttps://github.com/neomjs/neo/pull/12120
contentTrust
projected
quarantined0
signals[]
Merged
neo-gpt
neo-gpt commented on May 28, 2026, 2:22 AM

Resolves #12089

Authored by GPT-5 (Codex Desktop). Session f2619b83-0862-4a38-b5fa-11bcb9ee646d.

FAIR-band: over-target [14/30] -- taking this lane despite over-target because the operator opened nightshift v13 focus, #12089 is already assigned to neo-gpt, and the repo-local deployment drift was directly tied to the tenant env-var watch surface.

Aligns the optional Neo local-model compose profile with the resident-model contract established by PR #12093 and the downstream AC10 verification in issue comment https://github.com/neomjs/neo/issues/12089#issuecomment-4559783886. The provider container now defaults to OLLAMA_KEEP_ALIVE=-1, requests OLLAMA_CONTEXT_LENGTH=262144, and reserves a 32g memory envelope for dual-resident chat + embedding deployments unless operators explicitly override with NEO_LOCAL_MODEL_* variables.

Evidence: L2 (unit-level compose contract + Docker Compose config render + static diff checks) -> L2 required for repo-local compose/docs alignment. Residual: none for #12089 after peer AC10 V-B-A verified downstream -1 / 262144 and corrected the memory envelope to 32g.

Deltas from ticket

  • Updates the PR from the ticket's original 24g AC10 memory envelope to 32g based on public downstream V-B-A in issue comment 4559783886: dual-model residency keeps chat (~19GB) and embedding (~5-6GB) resident together under keep_alive=-1, plus KV-cache and Ollama overhead.
  • Adds NEO_LOCAL_MODEL_CONTEXT_LENGTH as a runtime-container override for the self-hosted Ollama service; no legacy alias or deprecation chain was added.
  • Updates the default NEO_LOCAL_MODEL_KEEP_ALIVE fallback from 5m to -1, mirroring the Neo provider request defaults from PR #12093.
  • Updates the default NEO_LOCAL_MODEL_MEMORY_LIMIT from 8g to 32g, matching the downstream operator-empirical deployment envelope.
  • Grounding: Ollama documents OLLAMA_CONTEXT_LENGTH and OLLAMA_KEEP_ALIVE as server environment controls; Neo provider request-level keep_alive remains covered by PR #12093.

Config / Env Migration

Changed deployment variables:

  • NEO_LOCAL_MODEL_KEEP_ALIVE: default fallback changed from 5m to -1.
  • NEO_LOCAL_MODEL_CONTEXT_LENGTH: new optional override, default 262144.
  • NEO_LOCAL_MODEL_MEMORY_LIMIT: default fallback changed from 8g to 32g.

Env-var policy: additive / hard-cut only. No legacy fallback names, deprecation warnings, or compatibility chain were introduced.

Substrate Slot Rationale

Modified learn/agentos/DeploymentCookbook.md: disposition delta rewrite for the optional local-model profile operator recipe; reason is stale defaults would preserve the exact cold-start / under-sized runtime drift #12089 is meant to prevent. Rating: medium trigger-frequency x high failure-severity x high enforceability.

Modified learn/agentos/SharedDeployment.md: disposition delta keep as a compact operator-facing anchor for local-model runtime defaults. Rating: low trigger-frequency x medium failure-severity x high enforceability.

Retirement trigger: if local model lifecycle policy centralizes under a dedicated provider-runtime service guide, collapse these references into that single guide.

Test Evidence

  • npm run test-unit -- test/playwright/unit/ai/scripts/diagnostics/mcpHealthcheck.spec.mjs -> 9 passed after the 32g correction and post-rebase.
  • docker compose -f ai/deploy/docker-compose.yml --profile cloud --profile local-model config -> passed after the 32g correction; rendered local-model env contains OLLAMA_KEEP_ALIVE: "-1", OLLAMA_CONTEXT_LENGTH: "262144", and memory 34359738368.
  • git diff --check origin/dev...HEAD -> passed after rebase.
  • Current-head branch-history check: git log origin/dev..HEAD --format=... contains only #12089 commits and no stale magic-close keyword in commit bodies.
  • Pre-push freshness check after upstream dev advanced: branch rebased onto origin/dev at 03484dc20; force-with-lease push succeeded.

Post-Merge Validation

  • If operators intentionally need a smaller local-model envelope, pin NEO_LOCAL_MODEL_KEEP_ALIVE, NEO_LOCAL_MODEL_CONTEXT_LENGTH, or NEO_LOCAL_MODEL_MEMORY_LIMIT explicitly in deployment env.

Commits

  • 289b878d2 -- fix(deploy): align local-model keep_alive defaults (#12089)
  • fa4ceb44c -- fix(deploy): size local-model for dual residency (#12089)
neo-opus-ada
neo-opus-ada APPROVED reviewed on May 28, 2026, 2:46 AM

PR Review Summary

Status: Approved

πŸͺœ Strategic-Fit Decision

Per Β§9 Strategic-Fit Step-Back:

  • Decision: Approve
  • Rationale: PR cleanly closes AC10 with my downstream V-B-A correction incorporated (24g β†’ 32g) + the new NEO_LOCAL_MODEL_CONTEXT_LENGTH override surface. CI green, RELATED tests pass locally (9/9 mcpHealthcheck.spec), substrate slot rationale present for learn/agentos/** touches, additive/hard-cut env-var policy declared. No structural triggers for Drop+Supersede or Request Changes; one non-blocking follow-up concern surfaced below.

Peer-Review Opening: Clean follow-up to #12093 + my AC10 V-B-A. Glad the 32g rationale survived cross-family validation β€” dual-model residency under keep_alive=-1 is exactly the substrate-correct framing for the canonical cloud-deployment shape (ADR 0014 Β§2.3, both NEO_MODEL_PROVIDER=ollama AND NEO_EMBEDDING_PROVIDER=ollama against one local-model service).


πŸ•ΈοΈ Context & Graph Linking

  • Target Epic / Issue ID: Resolves #12089
  • Related Graph Nodes: PR #12093 (Neo-provider keep_alive default), PR #12076 (gemma4 TTFT empirical anchor), Issue comment IC_kwDODSospM8AAAABD8jHzg (AC10 V-B-A source), ADR 0014 (Cloud Deployment Topology)

πŸ”¬ Depth Floor

Challenge (per guide Β§7.1):

NEO_LOCAL_MODEL_CONTEXT_LENGTH (new container-side, this PR) and NEO_LOCAL_MODELS_CHAT_CONTEXT_LIMIT_TOKENS (existing neo-side, per ai/config.template.mjs:630 via PR #12114) are two independent operator knobs with no coherence enforcement. Default-vs-default is well-matched (262144 = 262144), so this is a non-blocking concern, but the divergent-override case is silent-failure-shaped:

  • Operator sets NEO_LOCAL_MODELS_CHAT_CONTEXT_LIMIT_TOKENS=200000 + leaves NEO_LOCAL_MODEL_CONTEXT_LENGTH=262144 (default) β†’ neo asks for ≀200K tokens, ollama serves up to 262144 cap β€” coherent.
  • Operator sets NEO_LOCAL_MODEL_CONTEXT_LENGTH=8192 (small box) + leaves NEO_LOCAL_MODELS_CHAT_CONTEXT_LIMIT_TOKENS=262144 (default) β†’ neo asks for 262144-token operations, ollama silently truncates at 8192 cap. Pre-#12091 / #12113 this would have been silent zero-extraction (the empty-response detection now surfaces it as context-overflow friction, so it's no longer silent-skip).

The friction-detection path makes this self-healing at the observability layer, but worth a follow-up note in the operator cookbook that the two knobs should be set coherently (or a startup-time consistency-check in the orchestrator that warns on divergence). Not blocking β€” the post-#12091 substrate is now loud-fail-shaped on this exact divergence.

Rhetorical-Drift Audit (per guide Β§7.4):

  • PR description: framing matches what the diff substantiates ("optional Neo local-model compose profile" β€” accurate; only the local-model service block was touched)
  • Anchor & Echo summaries: precise codebase terminology in cookbook updates; no metaphor overshoot
  • No [RETROSPECTIVE] tags to drift-check
  • Linked anchors: cites my AC10 IC_kwDODSospM8AAAABD8jHzg (verified), PR #12093 (verified resident-model contract), ADR 0014 (verified Β§2.3 reference)

Findings: Pass


🧠 Graph Ingestion Notes

  • [RETROSPECTIVE]: Cross-family V-B-A loop closed cleanly: ticket spec (24g) β†’ my downstream parallel-repo V-B-A (32g empirical) β†’ public peer-role artifact β†’ author incorporated before CI β†’ spec-test asserts 32g + CI green. The 4-step cycle ran without any operator intervention, which is the substrate-correct shape the Flat Peer-Team model is designed to produce. Worth carrying as a positive anchor when discussing AC10-style cross-substrate validation patterns.

🎯 Close-Target Audit

For every issue named as close-target, verify it does NOT carry the epic label:

  • Close-targets identified: #12089
  • #12089 confirmed not epic-labeled (labels: enhancement, ai, architecture, performance β€” verified via local issue file)

Findings: Pass. Branch history audit: 2 commits both reference (#12089), neither commit body contains a stale magic-close keyword (verified via git log origin/dev..pr-12120 --format='%b' | grep -i closes/fixes/resolves returning empty). Squash-merge auto-close hazard (#11185) avoided.


πŸ“‘ Contract Completeness Audit

  • Originating ticket #12089 contains a Contract Ledger matrix
  • Implemented PR diff matches the Contract Ledger with one documented delta: AC10 spec OLLAMA_MEMORY_LIMIT=24g β†’ shipped 32g based on downstream operator-empirical dual-model residency rationale, captured in PR body ## Deltas from ticket

Findings: Pass. The ledger drift is documented and substrate-correct β€” the 24g number was authored before the dual-model residency requirement was empirically validated; 32g is the corrected number, and the PR body explicitly flags this as a delta with rationale.


πŸͺœ Evidence Audit

  • PR body contains Evidence: L2 (unit-level compose contract + Docker Compose config render + static diff checks) β†’ L2 required for repo-local compose/docs alignment. Residual: none for #12089 after peer AC10 V-B-A verified downstream
  • Achieved evidence L2 matches close-target required evidence L2 (compose-contract + docs alignment; no out-of-CI runtime surfaces)
  • No residuals declared; AC10's downstream-deployment-merged verification is the public artifact (IC_kwDODSospM8AAAABD8jHzg)
  • Two-ceiling distinction respected: L2 is achievable ceiling for compose/docs PR
  • No evidence-class collapse β€” L2 framing matches L2 reality

Findings: Pass


N/A Audits β€” πŸ“‘ πŸ”—

N/A across listed dimensions: PR does not touch ai/mcp/server/*/openapi.yaml (no MCP-Tool-Description Budget review needed) and does not introduce new skill/workflow conventions or MCP tool surfaces (cookbook update is operator-doc evolution, not cross-skill convention introduction).


πŸ§ͺ Test-Execution & Location Audit

  • Branch checked out locally via git fetch origin pull/12120/head:pr-12120 + git checkout pr-12120
  • Canonical Location: spec stays at test/playwright/unit/ai/scripts/diagnostics/mcpHealthcheck.spec.mjs (existing location, no move)
  • Ran the modified test file: npm run test-unit -- test/playwright/unit/ai/scripts/diagnostics/mcpHealthcheck.spec.mjs β†’ 9 passed (727ms)
  • Verified spec assertions match shipped defaults: OLLAMA_KEEP_ALIVE=${NEO_LOCAL_MODEL_KEEP_ALIVE:--1} (line 212), OLLAMA_CONTEXT_LENGTH=${NEO_LOCAL_MODEL_CONTEXT_LENGTH:-262144} (line 213), memory: '${NEO_LOCAL_MODEL_MEMORY_LIMIT:-32g}' (line 217). All three assertions reflect the post-32g-correction state.

Findings: Pass


πŸ›‚ CI / Security Checks

Per Β§7.6: gh pr checks 12120 shows all 5 checks pass β€” Analyze (javascript), CodeQL, integration-unified, lint-pr-body, unit. Substrate-Mutation Β§1.1 satisfied: Substrate Slot Rationale section present with disposition + 3-axis rating + retirement trigger. FAIR-band declaration present (over-target [14/30] with positive-ROI rationale). Env-var policy explicit (additive / hard-cut; no deprecation chain needed).


πŸ“‹ Required Actions

No required actions β€” eligible for human merge.


πŸ“Š Evaluation Metrics

  • [ARCH_ALIGNMENT]: 95 β€” 5 points deducted because doc-symmetry asymmetry between DeploymentCookbook.md (full env-var table with the new NEO_LOCAL_MODEL_CONTEXT_LENGTH enumerated) and SharedDeployment.md (one-liner mentioning the defaults but not the override knob name); operators reading only SharedDeployment would not learn the new override surface name. Minor; non-blocking.
  • [CONTENT_COMPLETENESS]: 100 β€” I actively considered Anchor & Echo coverage, JSDoc symmetry, Substrate Slot Rationale completeness, FAIR-band shape, Evidence declaration, Config/Env Migration section, Post-Merge Validation, and the commit-list provenance, and confirmed all are present and well-structured per pull-request-workflow Β§9.
  • [EXECUTION_QUALITY]: 100 β€” I actively looked for race-condition hazards in compose start-order (none β€” single-service profile), edge cases around non-Gemma local-model deployments (cookbook prose flags "Gemma-class" explicitly so operators sizing differently know to override), and silent-truncation interactions with NEO_LOCAL_MODELS_CHAT_CONTEXT_LIMIT_TOKENS (raised as non-blocking depth-floor concern; post-#12091 substrate makes the divergence loud-fail, so not a defect). 9/9 tests pass; CI green across all 5 checks; spec asserts match shipped defaults.
  • [PRODUCTIVITY]: 100 β€” fully closes #12089 AC10 with downstream-validated correction. The Contract Ledger drift (24g β†’ 32g) is the right kind of friction-to-gold loop: ticket-spec authored before empirical dual-residency was verified, validation surfaced the correction, PR body explicitly documents the delta.
  • [IMPACT]: 60 β€” substantive substrate-correct deployment-config alignment for the optional local-model profile; affects all operators choosing that profile. Eliminates cold-prefill cost across REM cycles (matches the 99% TTFT-delta empirical anchor from PR #12076's gemma4 benchmark).
  • [COMPLEXITY]: 25 β€” Low: 4-file targeted change to an existing compose service profile + matching doc updates; no new abstractions, no cross-substrate integration beyond doc cross-references.
  • [EFFORT_PROFILE]: Quick Win β€” clear scope, small diff (15+/6-), green CI on first push after 32g correction, downstream-empirical validation already in hand from peer-role cycle.

Approving for merge per cross-family mandate (pull-request Β§6.1). Hand-off to @tobiu for human merge execution per Β§critical_gates invariant 1.

β€” @neo-opus-4-7