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feat(memory): add quality gates and observability - #1947

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feat/memory-quality-gates-and-observability
Jul 11, 2026
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feat(memory): add quality gates and observability#1947
yyhhyyyyyy merged 4 commits into
devfrom
feat/memory-quality-gates-and-observability

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@yyhhyyyyyy

@yyhhyyyyyy yyhhyyyyyy commented Jul 11, 2026

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  • Add dedicated Memory behavior, native, retrieval evaluation, and performance gates.
  • Add deterministic retrieval quality evaluation without API keys or external network access.
  • Add bounded, privacy-safe diagnostics for retrieval, extraction, embedding, maintenance, vector resources, and provider admission.
  • Expose runtime diagnostics through the Memory Health contract and diagnostics UI.
  • Split the monolithic Memory test suite into focused service and infrastructure suites.
  • Add architecture documentation and a Memory metrics dictionary.

Summary by CodeRabbit

  • New Features
    • Added a “Runtime pipeline” diagnostics panel to Memory Health (recall latency p50/p95, fallback counts, maintenance failures, extraction queue depth/oldest age, embedding backlog, open vector resources, and provider pressure).
    • Extended the Memory Health API with a structured, privacy-safe runtime diagnostics payload (including deterministic empty-state values).
    • Added localized UI labels for the new runtime pipeline diagnostics.
  • Documentation
    • Documented Memory Quality Gates, deterministic evaluation, runtime diagnostics contract, and privacy/validation boundaries.
  • Tests / CI
    • Added memory test-scope validation, deterministic retrieval evaluation fixtures/tools, and updated native SQLite CI sequencing and reporting.

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No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info
⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: ad2b61c3-a35d-4d5b-a06a-a61abda621a1

📥 Commits

Reviewing files that changed from the base of the PR and between 2e9d561 and f0a4e0a.

📒 Files selected for processing (29)
  • src/main/presenter/agentRuntimePresenter/index.ts
  • src/main/presenter/memoryPresenter/infra/diagnostics/memoryDiagnosticsCollector.ts
  • src/renderer/settings/components/MemoryDiagnosticsPanel.vue
  • src/renderer/src/i18n/da-DK/settings.json
  • src/renderer/src/i18n/de-DE/settings.json
  • src/renderer/src/i18n/en-US/settings.json
  • src/renderer/src/i18n/es-ES/settings.json
  • src/renderer/src/i18n/fa-IR/settings.json
  • src/renderer/src/i18n/fr-FR/settings.json
  • src/renderer/src/i18n/he-IL/settings.json
  • src/renderer/src/i18n/id-ID/settings.json
  • src/renderer/src/i18n/it-IT/settings.json
  • src/renderer/src/i18n/ja-JP/settings.json
  • src/renderer/src/i18n/ko-KR/settings.json
  • src/renderer/src/i18n/ms-MY/settings.json
  • src/renderer/src/i18n/pl-PL/settings.json
  • src/renderer/src/i18n/pt-BR/settings.json
  • src/renderer/src/i18n/ru-RU/settings.json
  • src/renderer/src/i18n/tr-TR/settings.json
  • src/renderer/src/i18n/vi-VN/settings.json
  • src/renderer/src/i18n/zh-CN/settings.json
  • src/renderer/src/i18n/zh-HK/settings.json
  • src/renderer/src/i18n/zh-TW/settings.json
  • test/main/presenter/memory/conflictService.test.ts
  • test/main/presenter/memory/maintenanceService.test.ts
  • test/main/presenter/memory/serviceTestSupport.ts
  • test/main/presenter/memoryDiagnosticsCollector.test.ts
  • test/main/presenter/memorySessionExtractionLock.test.ts
  • test/renderer/components/MemoryDiagnosticsPanel.test.ts
✅ Files skipped from review due to trivial changes (18)
  • src/renderer/src/i18n/de-DE/settings.json
  • src/renderer/src/i18n/en-US/settings.json
  • src/renderer/src/i18n/vi-VN/settings.json
  • src/renderer/src/i18n/pl-PL/settings.json
  • src/renderer/src/i18n/id-ID/settings.json
  • src/renderer/src/i18n/fa-IR/settings.json
  • src/renderer/src/i18n/it-IT/settings.json
  • src/renderer/src/i18n/fr-FR/settings.json
  • src/renderer/src/i18n/ja-JP/settings.json
  • src/renderer/src/i18n/zh-HK/settings.json
  • src/renderer/src/i18n/zh-TW/settings.json
  • src/renderer/src/i18n/he-IL/settings.json
  • src/renderer/src/i18n/ms-MY/settings.json
  • src/renderer/src/i18n/tr-TR/settings.json
  • src/renderer/src/i18n/da-DK/settings.json
  • src/renderer/src/i18n/ko-KR/settings.json
  • src/renderer/src/i18n/ru-RU/settings.json
  • src/renderer/src/i18n/pt-BR/settings.json
🚧 Files skipped from review as they are similar to previous changes (11)
  • src/renderer/src/i18n/es-ES/settings.json
  • src/renderer/src/i18n/zh-CN/settings.json
  • src/renderer/settings/components/MemoryDiagnosticsPanel.vue
  • src/main/presenter/agentRuntimePresenter/index.ts
  • test/main/presenter/memorySessionExtractionLock.test.ts
  • test/renderer/components/MemoryDiagnosticsPanel.test.ts
  • test/main/presenter/memoryDiagnosticsCollector.test.ts
  • test/main/presenter/memory/conflictService.test.ts
  • test/main/presenter/memory/serviceTestSupport.ts
  • test/main/presenter/memory/maintenanceService.test.ts
  • src/main/presenter/memoryPresenter/infra/diagnostics/memoryDiagnosticsCollector.ts

📝 Walkthrough

Walkthrough

This PR adds scoped memory test gates, deterministic retrieval evaluation, bounded runtime diagnostics, health-contract and UI support, service-oriented test harnesses, and extensive memory lifecycle, retrieval, embedding, maintenance, and provider coverage.

Changes

Memory quality gates and evaluation

Layer / File(s) Summary
Scoped CI and retrieval evaluation
.github/workflows/prcheck.yml, package.json, scripts/*, test/fixtures/memory/*, test/helpers/*, vitest.config.memory*
Adds manifest-validated behavior/native/eval/performance suites, deterministic retrieval fixtures and metrics, Native SQLite evaluation, performance execution, and always-uploaded retrieval reports.
Runtime diagnostics contract and collector
src/shared/contracts/routes/memory.routes.ts, src/shared/types/agent-memory.ts, src/main/presenter/memoryPresenter/infra/diagnostics/*
Adds typed runtime diagnostics schemas, bounded agent/process metrics, percentile snapshots, cleanup rules, and empty health defaults.
Instrumentation and health integration
src/main/presenter/..., src/main/presenter/agentRuntimePresenter/index.ts
Records retrieval, extraction, embedding, maintenance, provider, vector-store, and extraction-queue observations while exposing diagnostics through memory health.
Service test architecture
test/main/presenter/fakes/*, test/main/presenter/memory/*, test/main/scripts/*
Replaces mutable production test accessors with capability harnesses, controlled promises, diagnostics probes, and service-focused suites.
Diagnostics UI and localization
src/renderer/settings/components/MemoryDiagnosticsPanel.vue, src/renderer/src/i18n/*/settings.json, test/renderer/components/*
Displays runtime pipeline latency, queue, backlog, provider, vector, maintenance, and resource metrics with localized labels and unavailable-value placeholders.

Estimated code review effort: 5 (Critical) | ~120 minutes

Sequence Diagram(s)

sequenceDiagram
  participant MemoryPresenter
  participant MemoryServices
  participant MemoryDiagnosticsCollector
  participant MemoryHealthUI
  MemoryPresenter->>MemoryServices: execute memory operations
  MemoryServices->>MemoryDiagnosticsCollector: record diagnostics
  MemoryPresenter->>MemoryDiagnosticsCollector: snapshot(agentId)
  MemoryDiagnosticsCollector-->>MemoryPresenter: MemoryRuntimeDiagnosticsDto
  MemoryPresenter->>MemoryHealthUI: return health.runtime
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Possibly related PRs

🚥 Pre-merge checks | ✅ 4 | ❌ 1

❌ Failed checks (1 warning)

Check name Status Explanation Resolution
Docstring Coverage ⚠️ Warning Docstring coverage is 3.33% which is insufficient. The required threshold is 80.00%. Write docstrings for the functions missing them to satisfy the coverage threshold.
✅ Passed checks (4 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly matches the PR’s main change: adding memory quality gates and observability.
Linked Issues check ✅ Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check ✅ Passed Check skipped because no linked issues were found for this pull request.
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  • Create stacked PR
  • Commit on current branch
🧪 Generate unit tests (beta)
  • Create PR with unit tests
  • Commit unit tests in branch feat/memory-quality-gates-and-observability

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Actionable comments posted: 3

🧹 Nitpick comments (4)
test/main/presenter/memory/conflictService.test.ts (1)

6-16: 📐 Maintainability & Code Quality | 🔵 Trivial | 💤 Low value

Merge the two serviceTestSupport imports into one.

memoryRuntimeForTests is imported in a separate statement from the same module already imported above; combine into a single import for clarity and to avoid tripping duplicate-import lint rules.

♻️ Proposed fix
 import {
   DAY,
   decisionCalls,
   embeddingConfig,
   makeLLMPresenter,
+  memoryRuntimeForTests,
   routedLLM,
   seedConflicted,
   seedEmbedded
 } from './serviceTestSupport'
-
-import { memoryRuntimeForTests } from './serviceTestSupport'
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@test/main/presenter/memory/conflictService.test.ts` around lines 6 - 16,
Combine the two imports from serviceTestSupport in conflictService.test.ts into
one import declaration, adding memoryRuntimeForTests to the existing named
import list and preserving all current imports.
src/main/presenter/agentRuntimePresenter/index.ts (1)

663-667: 🚀 Performance & Scalability | 🔵 Trivial

Memory extraction queue tracking looks correct.

Cleanup/observation ordering is sound: entries are removed exactly once (on session destroy or task completion via finally), and observeMemoryExtractionQueue is re-invoked after every mutation so memoryPort diagnostics stay in sync. Deleting from the Map while iterating it in destroySession is safe per the Map iteration spec.

One thing worth keeping in view operationally: observeMemoryExtractionQueue rescans the entire process-wide queue on every enqueue/dequeue. This is fine while extraction stays serialized per session and the queue stays small, but if the number of concurrently-queued sessions grows significantly, this becomes an O(n) hot path called at high frequency.

Also applies to: 930-935, 2599-2611, 2627-2635

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@src/main/presenter/agentRuntimePresenter/index.ts` around lines 663 - 667,
The memoryExtractionQueue observation path performs a full process-wide scan on
every mutation, which may become a high-frequency O(n) hot path. Optimize
observeMemoryExtractionQueue and its enqueue/dequeue callers to maintain
equivalent memoryPort diagnostics without rescanning the entire queue for each
change, while preserving the existing cleanup and ordering behavior.
test/main/presenter/memory/serviceTestSupport.ts (2)

1-1: 📐 Maintainability & Code Quality | 🔵 Trivial | ⚡ Quick win

Typed internals seam is missing runChallengeResolutionPass, forcing an unsafe as any cast at its only consumer. The MemoryPresenterRuntimeTestSeams.conflict type only declares repairConflictIntegrity, so the one test that needs to spy on runChallengeResolutionPass can't use the typed memoryRuntimeForTests() helper and falls back to bypassing type-checking entirely.

  • test/main/presenter/memory/serviceTestSupport.ts#L56-63: add a runChallengeResolutionPass(...) signature to the conflict member of MemoryPresenterRuntimeTestSeams (and expose it via memoryRuntimeForTests().conflictService).
  • test/main/presenter/memory/maintenanceService.test.ts#L256-263: once typed, replace vi.spyOn((presenter as any).conflict, 'runChallengeResolutionPass') with vi.spyOn(memoryRuntimeForTests(presenter).conflictService, 'runChallengeResolutionPass').
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@test/main/presenter/memory/serviceTestSupport.ts` at line 1, Add
runChallengeResolutionPass(...) to the conflict member of
MemoryPresenterRuntimeTestSeams and expose that member through
memoryRuntimeForTests().conflictService. In maintenanceService.test.ts, replace
the unsafe presenter conflict cast in the vi.spyOn call with
memoryRuntimeForTests(presenter).conflictService, preserving the existing method
spy behavior.

26-35: 📐 Maintainability & Code Quality | 🔵 Trivial | ⚡ Quick win

Consider Vitest's built-in polling primitive instead of a hand-rolled fixed-window poller.

waitForMemoryCondition polls at a fixed 20×10ms (~200ms) budget and is reused across every test file in this PR for background-refresh/race assertions. Vitest's vi.waitFor/vi.waitUntil provide the same retry-until-success semantics with configurable interval/timeout per call site, which would let flakier assertions opt into more slack without touching this shared helper.

// vitest exposes this natively, e.g.:
await vi.waitFor(() => condition(), { timeout: 2000, interval: 10 })
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@test/main/presenter/memory/serviceTestSupport.ts` around lines 26 - 35,
Replace the hand-rolled retry loop in waitForMemoryCondition with Vitest’s
built-in polling primitive, preserving the condition check and failure message
while allowing callers to configure timeout and interval per assertion. Update
all call sites to pass appropriate polling options where needed, especially
background-refresh and race assertions.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In
`@src/main/presenter/memoryPresenter/infra/diagnostics/memoryDiagnosticsCollector.ts`:
- Around line 29-31: Normalize capacity options before they are used by the
memory diagnostics collector: convert maxAgents and sampleCapacity to finite
positive integers, applying appropriate defaults for NaN, zero, negative,
fractional, or infinite values. Update the constructor and the related ring/map
initialization and eviction comparisons to use the normalized capacities,
including the logic referenced around the collector’s options handling.

In `@src/renderer/src/i18n/fr-FR/settings.json`:
- Line 2939: Update the embeddingBacklog translation to use the established
“plongement” terminology consistently with the nearby embedding translations,
replacing “incorporation” while preserving the intended backlog meaning.

In `@test/renderer/components/MemoryDiagnosticsPanel.test.ts`:
- Around line 147-185: The provider admission summary in providerEventSummary
currently hardcodes user-facing abbreviations such as RL, CAP, D, A, and L.
Update providerEventSummary in MemoryDiagnosticsPanel.vue to obtain each label
through vue-i18n translation keys and compose the summary from those localized
values, preserving the existing counts and ordering.

---

Nitpick comments:
In `@src/main/presenter/agentRuntimePresenter/index.ts`:
- Around line 663-667: The memoryExtractionQueue observation path performs a
full process-wide scan on every mutation, which may become a high-frequency O(n)
hot path. Optimize observeMemoryExtractionQueue and its enqueue/dequeue callers
to maintain equivalent memoryPort diagnostics without rescanning the entire
queue for each change, while preserving the existing cleanup and ordering
behavior.

In `@test/main/presenter/memory/conflictService.test.ts`:
- Around line 6-16: Combine the two imports from serviceTestSupport in
conflictService.test.ts into one import declaration, adding
memoryRuntimeForTests to the existing named import list and preserving all
current imports.

In `@test/main/presenter/memory/serviceTestSupport.ts`:
- Line 1: Add runChallengeResolutionPass(...) to the conflict member of
MemoryPresenterRuntimeTestSeams and expose that member through
memoryRuntimeForTests().conflictService. In maintenanceService.test.ts, replace
the unsafe presenter conflict cast in the vi.spyOn call with
memoryRuntimeForTests(presenter).conflictService, preserving the existing method
spy behavior.
- Around line 26-35: Replace the hand-rolled retry loop in
waitForMemoryCondition with Vitest’s built-in polling primitive, preserving the
condition check and failure message while allowing callers to configure timeout
and interval per assertion. Update all call sites to pass appropriate polling
options where needed, especially background-refresh and race assertions.
🪄 Autofix (Beta)

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  • Push a commit to this branch (recommended)
  • Create a new PR with the fixes

ℹ️ Review info
⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: be4fd84f-ee28-4f26-9ffb-cf7a582d4d12

📥 Commits

Reviewing files that changed from the base of the PR and between 71d667c and 6f3d83e.

📒 Files selected for processing (98)
  • .github/workflows/prcheck.yml
  • docs/architecture/agent-memory-system/spec.md
  • docs/architecture/agent-memory-test-seams/spec.md
  • docs/architecture/memory-domain-contract-convergence/spec.md
  • docs/architecture/memory-domain-contract-convergence/tasks.md
  • docs/architecture/memory-quality-gates-and-observability/metrics.md
  • docs/architecture/memory-quality-gates-and-observability/plan.md
  • docs/architecture/memory-quality-gates-and-observability/spec.md
  • docs/architecture/memory-quality-gates-and-observability/tasks.md
  • package.json
  • scripts/check-memory-test-scope.mjs
  • scripts/generate-memory-retrieval-fixture.mjs
  • src/main/presenter/agentRuntimePresenter/index.ts
  • src/main/presenter/memoryPresenter/core/injectionPort.ts
  • src/main/presenter/memoryPresenter/core/maintenanceBudget.ts
  • src/main/presenter/memoryPresenter/index.ts
  • src/main/presenter/memoryPresenter/infra/diagnostics/memoryDiagnosticsCollector.ts
  • src/main/presenter/memoryPresenter/infra/embeddingPipeline.ts
  • src/main/presenter/memoryPresenter/infra/providerGateway.ts
  • src/main/presenter/memoryPresenter/infra/vectorStoreManager.ts
  • src/main/presenter/memoryPresenter/ports.ts
  • src/main/presenter/memoryPresenter/services/maintenanceService.ts
  • src/main/presenter/memoryPresenter/services/managementService.ts
  • src/main/presenter/memoryPresenter/services/personaService.ts
  • src/main/presenter/memoryPresenter/services/reflectionService.ts
  • src/main/presenter/memoryPresenter/services/retrievalService.ts
  • src/main/presenter/memoryPresenter/services/workingMemoryService.ts
  • src/main/presenter/memoryPresenter/services/writeCoordinator.ts
  • src/main/presenter/sqlitePresenter/tables/agentMemory.ts
  • src/main/routes/debug/createMockChatSession.ts
  • src/renderer/settings/components/MemoryDiagnosticsPanel.vue
  • src/renderer/src/i18n/da-DK/settings.json
  • src/renderer/src/i18n/de-DE/settings.json
  • src/renderer/src/i18n/en-US/settings.json
  • src/renderer/src/i18n/es-ES/settings.json
  • src/renderer/src/i18n/fa-IR/settings.json
  • src/renderer/src/i18n/fr-FR/settings.json
  • src/renderer/src/i18n/he-IL/settings.json
  • src/renderer/src/i18n/id-ID/settings.json
  • src/renderer/src/i18n/it-IT/settings.json
  • src/renderer/src/i18n/ja-JP/settings.json
  • src/renderer/src/i18n/ko-KR/settings.json
  • src/renderer/src/i18n/ms-MY/settings.json
  • src/renderer/src/i18n/pl-PL/settings.json
  • src/renderer/src/i18n/pt-BR/settings.json
  • src/renderer/src/i18n/ru-RU/settings.json
  • src/renderer/src/i18n/tr-TR/settings.json
  • src/renderer/src/i18n/vi-VN/settings.json
  • src/renderer/src/i18n/zh-CN/settings.json
  • src/renderer/src/i18n/zh-HK/settings.json
  • src/renderer/src/i18n/zh-TW/settings.json
  • src/shared/contracts/routes/memory.routes.ts
  • src/shared/types/agent-memory.ts
  • test/fixtures/memory/retrieval-v1.json
  • test/helpers/memoryRetrievalEval.ts
  • test/main/performance/memory/workloadBounds.perf.ts
  • test/main/presenter/agentSessionPresenter/integration.test.ts
  • test/main/presenter/fakes/memoryFakes.ts
  • test/main/presenter/memory-persona-eval.test.ts
  • test/main/presenter/memory/conflictService.test.ts
  • test/main/presenter/memory/embeddingDiagnostics.test.ts
  • test/main/presenter/memory/embeddingPipeline.test.ts
  • test/main/presenter/memory/lifecycleRegression.test.ts
  • test/main/presenter/memory/maintenanceDiagnostics.test.ts
  • test/main/presenter/memory/maintenanceService.test.ts
  • test/main/presenter/memory/managementService.test.ts
  • test/main/presenter/memory/personaService.test.ts
  • test/main/presenter/memory/reflectionService.test.ts
  • test/main/presenter/memory/repositoryHarness.test.ts
  • test/main/presenter/memory/retrievalDiagnostics.test.ts
  • test/main/presenter/memory/retrievalService.test.ts
  • test/main/presenter/memory/serviceHarness.ts
  • test/main/presenter/memory/serviceTestSupport.ts
  • test/main/presenter/memory/vectorStoreManager.test.ts
  • test/main/presenter/memory/workingMemoryService.test.ts
  • test/main/presenter/memory/writeCoordinator.test.ts
  • test/main/presenter/memoryAdd.test.ts
  • test/main/presenter/memoryDiagnosticsCollector.test.ts
  • test/main/presenter/memoryEmbeddingScale.test.ts
  • test/main/presenter/memoryExtraction.test.ts
  • test/main/presenter/memoryLifecycle.test.ts
  • test/main/presenter/memoryMaintenanceBudget.test.ts
  • test/main/presenter/memoryPresenter.test.ts
  • test/main/presenter/memoryProviderGateway.test.ts
  • test/main/presenter/memoryRetrieval.eval.test.ts
  • test/main/presenter/memoryServiceHarness.test.ts
  • test/main/presenter/memorySessionExtractionLock.test.ts
  • test/main/presenter/memoryUpdate.test.ts
  • test/main/routes/memoryDto.test.ts
  • test/main/scripts/memoryTestScope.test.ts
  • test/memory-test-scope.json
  • test/renderer/components/MemoryDiagnosticsPanel.test.ts
  • test/renderer/components/SkillsSettingsAgentScope.test.ts
  • vitest.config.memory-eval.ts
  • vitest.config.memory-native.ts
  • vitest.config.memory-perf.ts
  • vitest.config.memory-shared.ts
  • vitest.config.memory.ts
💤 Files with no reviewable changes (3)
  • src/main/presenter/memoryPresenter/services/workingMemoryService.ts
  • src/main/presenter/memoryPresenter/services/reflectionService.ts
  • src/main/presenter/memoryPresenter/services/personaService.ts

Comment thread src/renderer/src/i18n/fr-FR/settings.json Outdated
Comment thread test/renderer/components/MemoryDiagnosticsPanel.test.ts
@yyhhyyyyyy
yyhhyyyyyy merged commit eb39aa2 into dev Jul 11, 2026
4 checks passed
@yyhhyyyyyy
yyhhyyyyyy deleted the feat/memory-quality-gates-and-observability branch July 11, 2026 15:55
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