anatolykoptev / memdb

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      "created_at": "2026-02-10T01:00:20Z",
      "owner_type": "User",
      "updated_at": "2026-07-25T01:19:57Z",
      "description": "MemDB — Personal Memory Database for AI Agents",
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        {
          "tag": "v0.23.0",
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          "tag": "v0.22.0",
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          "tag": "v2.2.0",
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        {
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          "kind": "major",
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        },
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          "tag": "v1.1.0",
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        },
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          "headline": "chore(main): release memdb-go 0.23.2 (#400)",
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          "body": "… (#403)\n\n* fix(data_loss): persist memories on 429 ladder exhaustion via typed StatusError + fine→fast fallback\n\nBUG A (data_loss): when the atomic-extract LLM ladder was exhausted (429/5xx),\nshouldFallbackToFast could not detect the error — it only matched string\nsubstrings and context errors, not\n[…]\n[bot]@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "fix(data_loss): persist memories when the LLM 429 ladder is exhausted…",
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          "body": "These tests had never run before — the memdb-test-pg Docker image was\nunavailable until the previous commit. Now that CI can actually execute\nthem, five root causes surfaced:\n\n1. stubEmbedder returns 1024-dim zero vectors → pgvector cosine = NaN\n   → isDuplicate treats NaN >= threshold as match → si\n[…]\nsts panicked with nil pointer. Replaced with\n   noop.NewMeterProvider().\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "body": "add_feedback_livepg_test.go called llm.NewClient with 4 args instead\nof 5 (missing fallbackModels []string). The livepg build tag meant this\nwas never compiled locally — only the CI livepg job catches it, and\nthat job was broken until the test-pg Docker image was pushed to GHCR.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "oid": "145922bf0a1b7eedb9c128994d23e1697c53e39f",
          "body": "…ect (#399)\n\n* refactor: dedup tier 1 — 4 duplicate groups consolidated\n\nVaelor find_duplicates reported 179 candidates (49 very-close). After\nmanual review, 4 groups were TRUE duplicates with identical behavior:\n\n1. parseLogLevel (sim=0.96) — cmd/mcp-server + cmd/server\n   → internal/util/loglevel.\n[…]\nm>\n\n* style: gofmt add_props.go\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "fix(goreleaser): rename archives to strip -SNAPSHOT-<sha> suffix",
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          "headline": "fix(goreleaser): strip memdb-go/ prefix from GORELEASER_CURRENT_TAG",
          "author_name": "Anatoly Koptev",
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          "oid": "0877d7cd5c8d185ad8093a694103e12c72520700",
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          "is_bot": false,
          "headline": "fix(goreleaser): use .Version in archive name (tag has slash, breaks …",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-19T03:24:04Z",
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          "oid": "c44f41e2bf610e74d30153e7736fae66b8495e98",
          "body": "…t rename (#397)\n\n- docker-publish triggered only by the Go component's release tags\n  (memdb-go/v*, memdb-go-v*): the workflow builds ./memdb-go/Dockerfile,\n  but release-please now cuts memdb-go/vX.Y.Z which the old v*-only\n  filter never matched — Go releases silently published no image, while\n  \n[…]\nhub-app-token bumped v1 -> v2.\n- App renamed memdb-release-bot -> krolik-release-bot (same App ID /\n  key / installation) — comments updated.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@github.com>",
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          "headline": "ci(release): Go-component tags drive docker-publish; app-token v2; bo…",
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          "headline": "ci(goreleaser): debug dist path for artifact upload",
          "author_name": "Anatoly Koptev",
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          "is_bot": true,
          "headline": "chore(main): release memdb-go 0.23.1 (#398)",
          "author_name": "krolik-release-bot[bot]",
          "author_login": "krolik-release-bot[bot]",
          "committed_at": "2026-07-19T03:13:28Z",
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          "oid": "29d759cfbf951a56b9ff95bbb56155927bedee66",
          "body": "Research (code-research Mode 2) found the standard pattern used by\nhop-top/ben and confirmed by release-please schema:\n\n1. tag-separator: \"/\" in release-please-config.json\n   - Tags: memdb-go/vX.Y.Z (slash, Go proxy compatible)\n   - include-component-in-tag: true + component: memdb-go\n\n2. GitHub App\n[…]\npp with Contents+PullRequests write permissions, installed\non the repo).\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci(release): standard release-please + goreleaser pattern for Go subdir",
          "author_name": "Anatoly Koptev",
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          "body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release memdb-go 0.23.1 (#396)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-19T02:36:31Z",
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          "oid": "07d962e93595ff5a27f6ae45f874d87529085517",
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          "headline": "chore(release): reset manifest 0.23.0 for clean re-release test",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-19T02:34:17Z",
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        {
          "oid": "a31f3d5a2e8ef373fb6bfdbc293f4ba08b1ccfdb",
          "body": "…sn't trigger separate workflow)",
          "is_bot": false,
          "headline": "ci(release): goreleaser back in release-please workflow (tag push doe…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-19T02:34:06Z",
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          "is_bot": true,
          "headline": "chore(main): release memdb-go 0.23.1 (#395)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-19T02:29:07Z",
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          "headline": "chore(release): reset manifest to 0.23.0 (re-release with goreleaser)",
          "author_name": "Anatoly Koptev",
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          "oid": "e9a81364081b06b63d21352f0b6dcb5229710dc2",
          "body": "release-please creates the tag when the release PR is merged (separate\nworkflow run from the one that opened the PR). goreleaser gated on\nrelease_created never fires because release_created is only true in the\ntag-creating run, not subsequent runs.\n\nMove goreleaser to a separate workflow triggered b\n[…]\n(memdb-go-v*). This is the standard release-please + goreleaser pattern.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci(release): split goreleaser into tag-triggered workflow",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-19T02:26:21Z",
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          "is_bot": true,
          "headline": "chore(main): release memdb-go 0.23.1 (#394)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-19T02:21:37Z",
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        },
        {
          "oid": "000952d99085e3217beb1a58d1714de4fdcab7bd",
          "body": "node20 EOL April 2026. v5 uses node24, same API.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci: bump actions/checkout v4 → v5 (node24) across all workflows",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-19T02:21:27Z",
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          "is_coding_agent": true
        },
        {
          "oid": "3a42b3fcfc0799e38cd0cb708614524317e2b5d1",
          "body": "…format\n\nrelease-please standard with include-component-in-tag produces\nmemdb-go-vX.Y.Z (dash). Keep it — it's the convention release-please\nexpects. Remove the rename-tag hack job.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci(release): drop tag rename workaround, use release-please standard …",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-19T02:17:47Z",
          "body_truncated": false,
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          "oid": "4e2a843488f1c513056cf05c73f5ffce7ff90ef7",
          "body": "v5 is a node24-only upgrade (node20 EOL April 2026). No API changes.\nEliminates the node20 deprecation warning in CI logs.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci(release): bump release-please-action v4 → v5 (node24)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-19T02:13:25Z",
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          "oid": "c723e9c0acfd26b6f2402688273c9262447efb28",
          "body": "… output\n\nThe rename step was in the release-please job, but release_created is only\ntrue on the run that merges the release PR (separate from the run that\nopens it). Move rename to a separate job triggered by tag push\n(refs/tags/memdb-go-v*).\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(release): rename-tag job triggers on tag push, not release-please…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-19T02:10:13Z",
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          "body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release memdb-go 0.23.1 (#392)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-19T02:03:09Z",
          "body_truncated": false,
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        },
        {
          "oid": "bc6eafe7cb53129899b24cb8a178c9643216f229",
          "body": "release-please-action v4 with include-component-in-tag creates tags as\nmemdb-go-vX.Y.Z (dash). Go proxy for subdir modules expects memdb-go/vX.Y.Z\n(slash). Add post-release step that renames the tag so `go get` works.\n\nConfig: component=memdb-go + include-component-in-tag=true (tag-prefix in\nconfig-file is ignored by action v4 for single-package repos).\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(release): rename tag dash→slash post-release for Go proxy",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-19T01:58:46Z",
          "body_truncated": false,
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          "body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 0.23.1 (#391)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-19T01:51:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "733338572af37b98a5e30c5d3059fa489bf1fbcd",
          "body": "…(action v4 tag-prefix only works with root package)",
          "is_bot": false,
          "headline": "fix(release): path=memdb-go + package key '.' + tag-prefix memdb-go/ …",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-19T01:49:10Z",
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          "is_bot": true,
          "headline": "chore(main): release 0.23.1 (#390)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-19T01:45:39Z",
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        {
          "oid": "dc5338e7af1060c238eb0e38a8a28cba1252e9ed",
          "body": "…g-prefix ignored by v4)",
          "is_bot": false,
          "headline": "fix(release): pass tag-prefix via action with (config-file package ta…",
          "author_name": "Anatoly Koptev",
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          "body": "…file)\n\nrelease-please-action issue #975: having release-type in action with\noverrides the config-file entirely, ignoring tag-prefix and\ninclude-component-in-tag. Remove it so config-file is the source of truth.\n\nAlso reset manifest to 0.23.0 (stale v0.25.0 tag deleted, will re-release\nwith correct memdb-go/ prefix).\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "chore(release): reset manifest to 0.23.0 (stale v0.24.x tags deleted,…",
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          "body": "The action-level path and tag-prefix inputs override config-file defaults.\nWithout them, release-please-action v4 ignores tag-prefix from config and\ncreates plain vX.Y.Z tags (invisible to go get for subdir Go modules).\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "fix(release): pass path + tag-prefix to release-please-action",
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          "oid": "e3051ef0b577d3d11359b032ea42e122079e0098",
          "body": "Replace manual release flow with release-please automation:\n- release-please-config.json (release-type: go, baseline 0.23.0)\n- .github/workflows/release-please.yml (release-please + goreleaser)\n- Remove old go-release.yml, fix .goreleaser.yml release: section\n- .gitignore exceptions for release-please config files\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "ci: add release-please for automated Go releases",
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          "body": "…#379)\n\nPer-cube VSET eviction policy to prevent stale dedup candidates from\ncausing wrong LLM consolidation merges. VSetEvictionPolicy.CheckAndEvict\nuses VCard to check count, VSimFiltered to fetch candidates, sorts\noldest-first by ts, VRemBatch to evict. Hooked into VAdd non-fatally.\nVsetEvictTota\n[…]\nonfig (default 500). 11 eviction tests.\n\nOperator ack: given 2026-07-18.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(esc-2): VSetEvictionPolicy + VAdd hook + VsetEvictTotal metric (…",
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          "committed_at": "2026-07-19T00:21:15Z",
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          "oid": "e7917f9100d21afff245873c8a1a732c681d1866",
          "body": "Upgrade Redis image from 7-alpine to 8-alpine (hard prereq for VSET commands).\nAdd maxmemory (400mb) and maxmemoryPolicy (allkeys-lru) Helm values with\nredis-server command flags. Infra-only, no Go code.\n\nOperator ack: given 2026-07-18.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci(esc-2): Helm Redis 7→8 + maxmemory+allkeys-lru (#376)",
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          "oid": "06ade7fa3040ed25554a1daa99a3e2ba34e21134",
          "body": "Replace ~10min in-container AGE build with prebuilt GHCR image.\nCreate Dockerfile.test-pg (pgvector + AGE 1.6.0 prebuilt).\nUpdate ci.yml to reference ghcr.io/anatolykoptev/memdb-test-pg:pg17-age1.6.0.\nFix test comments AGE 1.7 → 1.6.0.\n\nGenerated with [Devin](https://devin.ai)\n\nCo-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "ci(esc-1): composite test-pg image with AGE 1.6.0 prebuilt (#378)",
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          "committed_at": "2026-07-19T00:19:13Z",
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          "oid": "afaee23d508aee75208ac87e8930063fc2c89e7b",
          "body": "… (rf-1) (#377)\n\nReplace the binary useHNSW flag with a typed DupStrategy enum\n(auto|legacy|hnsw), default auto. The auto router counts candidate\nmemories via a new CountMemoriesByUserAndTypes wrapper (reusing the\nexisting CountByUserAndTypes query — no new SQL) and picks legacy below\nthe crossover \n[…]\nserver_init.go calls SetDupStrategy with resolved strategy\n- Update spyPostgres + treeStub stubs; add auto-routing router tests\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
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          "headline": "feat(scheduler): replace binary useHNSW with 3-state DupStrategy enum…",
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        {
          "oid": "26b1bfd7f90af1c719f05ad5fa0b075c7f84281f",
          "body": "- Add preflight workflow (.github/workflows/preflight.yml) — make preflight\n  (gofmt+vet+build+test) on ubuntu-24.04-arm, required gate\n- Add preflight target to Makefile (gofmt check excludes vendor/ and gen/)\n- Switch all ci.yml jobs from ubuntu-latest to ubuntu-24.04-arm\n  (arm64 = prod-box parit\n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "ci: align with krolik CI convention (#380)",
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          "oid": "7912e07a866193c17dcc04a6d19c21bfcd0e5cd8",
          "body": "PF-10: tree reorg atomicity — PromoteClusterChild wraps edge+hierarchy\n  in a single PG transaction (both succeed or both roll back)\nPF-21: consolidation LLM budget — per-cycle 120s wall-clock budget,\n  remaining clusters deferred to next cycle + metric\nPF-24: Redis pool monitoring — pool stats gaug\n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: phase-2c bundle (PF-10/21/24/25) (#371)",
          "author_name": "Anatoly Koptev",
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          "oid": "cc723c52a52843ccdf8807953b10c69408a0d897",
          "body": "PF-13+15: response degradation flags — Degraded bool field on\n  addResponseItem, set when fine→fast fallback fires\nPF-17: entity linking async — upgrade Debug→Warn on upsert/edge/\n  invalidate failures (metric already exists as\n  memdb.atomic.entities_promoted_total{outcome=failed})\nPF-19: dedup thr\n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "fix: phase-2b bundle (PF-13/15/17/19, FP closures) (#370)",
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          "oid": "2130fb1e745002662f837fadbf7647b0861afa87",
          "body": "PF-6: hash dedup degraded — upgrade Debug→Warn + metric\nPF-11: bounded goroutines — semaphore cap (8) on fire-and-forget\nPF-12: JSON marshal error — check error in prefs + tree_summariser\nPF-14: vector dedup error — upgrade Debug→Warn + metric\nPF-16: observation_date validation — validObservationDat\n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "fix: phase-2 bug-hunt bundle (PF-6/11/12/14/16/18/20/22, CP-4/8) (#369)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-18T21:30:23Z",
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        {
          "oid": "c16fcba92cb6ba6351ef7b36ad4bcae6f0779ab7",
          "body": "* ci: add livepg integration job with Postgres+pgvector+AGE\n\nAdd a livepg CI job that provisions Postgres 17 + pgvector + Apache AGE\n(built from source with PGDG repo), sets MEMDB_LIVE_PG_DSN, and runs\ngo test -tags=livepg on handlers, scheduler, search, and db packages.\n\nPGDG apt repo (noble-pgdg s\n[…]\n[bot]@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "ci: add livepg integration job with Postgres+pgvector+AGE (#366)",
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          "oid": "ae1119f7069f692894e9d95af1bf4cba54916465",
          "body": "Tasks in \"in_progress\" that never transition to \"completed\" or \"failed\"\n(worker crash, panic, OOM kill) stayed stuck forever. CountActiveTasks\ncounted them as active, IsIdle returned false, and\n/product/scheduler/wait hung indefinitely.\n\nAdded ReclaimStaleTasks(userID, maxAge) — transitions in_progr\n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "feat(scheduler): add task FSM watchdog to reclaim stuck tasks (#365)",
          "author_name": "Anatoly Koptev",
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          "oid": "a55c302211bad14d8b55f20278e4fa96127c6082",
          "body": "embedder.New() for type=\"http\" never populated HTTPEmbedderOpts.Circuit,\nso an embed-server crash stacked 5s timeouts behind every request with no\nfail-fast. The rerank CB (MEMDB_RERANK_CIRCUIT) already had this pattern.\n\nAdded HTTPCircuit *gokitembed.CircuitConfig to embedder.Config, populated\nin t\n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "feat(embedder): add circuit breaker for HTTP embedder (PF-8) (#364)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-18T19:20:54Z",
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          "oid": "02f0ad5ba4c3ae67ef22b44cae70fffb0e57e6a9",
          "body": "…363)\n\nclassifyAttemptError returned retryStop immediately on IsAuth(), so an\nexpired API key or a token-rotation proxy (CLIProxyAPI) returning 401\nduring the ~30s rotation window killed the request with no recovery.\n\nAdded auth retry path: on 401/403, if attempts remain, sleep\nauthRetryDelay (env-t\n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(llm): retry on 401/403 auth errors with delay for key rotation (#…",
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          "committed_at": "2026-07-18T19:20:51Z",
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          "oid": "7c0be5c73cf2311342a5acccf7d2d79ca8c11005",
          "body": "…hs (#362)\n\nPR #307 only fixed NativeUpdateMemory. 5 other UpdateMemoryNodeFull call\nsites left stale ce_score_topk, causing incorrect rerank results after\nmemory text changes.\n\nAdded ClearCEScoresTopK + ClearCEScoresTopKForNeighbor calls (best-effort,\nError log on failure) to:\n- reorganizer_mem_rea\n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "fix(reorganizer): invalidate CE cache on all UpdateMemoryNodeFull pat…",
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          "oid": "f671065cbb8961c033730911679bb99bc62db63e",
          "body": "When detectCgroupMemLimit() returns (0, source, nil) — i.e. the cgroup file\nexists but the value is 'max' (v2) or >2^62 (v1 unlimited sentinel) —\napplyGoMemLimit previously logged 'no container memory limit detected' and\nreturned without setting any limit.  The Go runtime was left without a memory\nc\n[…]\ntHostMemLimit parser (valid, missing file, no MemTotal)\n  - resolveFallbackLimit priority (env, disabled, default)\n\nCloses #320\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(gomemlimit): add fallback when cgroup has no memory limit (#355)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-18T19:13:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fadf4bd6c3232c1dfa2c719ebdc02eb7af0576b5",
          "body": "The raw-mode add pipeline (nativeRawAddForCube) accumulated all nodes,\nresponse items, and embeddings into unbounded slices before any batch\ninsert. A single /product/add with 100K items would allocate everything\ninto memory simultaneously — the M7 OOM root cause.\n\nFix: chunk the processing loop int\n[…]\n- EmptyItems: nil/empty input returns empty without error\n- BatchSizeBounded: no insert batch exceeds rawBatchSize\n\nCloses #319\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(add_raw): chunk unbounded slice growth to prevent OOM (#354)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-18T19:13:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "40fd46039934791549328e16c5b7da35716d1088",
          "body": "* fix(config): add startup Validate() for auth and Postgres URL\n\nPF-1: AuthEnabled defaults to false and MasterKeyHash defaults to empty\n(config.go:180-182). A fresh deploy with no env vars had zero auth on all\nendpoints. Add Validate() that fails fast at server startup when\nAuthEnabled=false AND Ma\n[…]\nrs directly via os.Getenv\nand do not use config.Load(), so they are maintenance tools and are\nintentionally skipped.\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(config): add startup Validate() for auth and Postgres URL (#353)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-18T19:13:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "90f75667be0526886f270a5ed4b611be399ecbb0",
          "body": "Generated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "chore: scrub private-infra references + drop internal plans (#356)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-07-18T15:25:43Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d2da343fde1391fb9a1bd97b24d73d822d76dde7",
          "body": "…x asymmetry (#317)\n\n* feat(embedder): switch code-embed to code-rank-embed; add query-prefix asymmetry\n\nCodeRankEmbed replaces jina-code-v2 as the default code-embedding model\n(same 768-dim, served at embed.krolik.tools). Adds \"code-rank-embed-query\"\nmodel alias that prepends the required query ins\n[…]\ntrue).\n\nAlias registered in both HTTP and ONNX paths with a Warn log as\nobservability signal for the removal window.\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(embedder): switch code-embed to code-rank-embed; add query-prefi…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-06-13T01:02:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "811c458568b9ba6571965bcaf0285ce8996a7b8d",
          "body": "chore(deps): bump go-kit v0.74.0 for sparse+rerank bearer env",
          "is_bot": false,
          "headline": "Merge pull request #316 from anatolykoptev/chore/bump-gokit-v0.74",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-24T04:53:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "707e7c6f81d3b82013457c69d95e7a27c4a0de9c",
          "body": "v0.74.0 (go-kit PR #97) adds EMBED_TOKEN env auto-resolution to sparse and\nrerank v2 NewClient — completes bearer wiring for hybrid retrieval\n(SPLADE /embed_sparse) and CE rerank (/v1/rerank), both used by memdb-go.\n\n## Verification\n- GOWORK=off go build ./... → ok\n- GOWORK=off go test ./internal/embedder/... → ok\n\n[no-deploy]",
          "is_bot": false,
          "headline": "chore(deps): bump go-kit v0.73.0 → v0.74.0 for sparse+rerank bearer env",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-24T04:53:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "701626b4c55bcd38513a2d2099de3b927574d77c",
          "body": "chore(deps): bump go-kit v0.50.0 → v0.73.0 for embed bearer auth",
          "is_bot": false,
          "headline": "Merge pull request #315 from anatolykoptev/chore/bump-gokit-v0.73",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-24T04:25:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f41ce920c187db70b1db3e33d79e94a216e70e0c",
          "body": "go-kit v0.73.0 adds EMBED_TOKEN env auto-resolution for self-hosted\nembed-server bearer auth (go-kit PRs #95 #96). Once EMBED_TOKEN is\nwired in krolik-server compose, bearer header flows automatically via\ngokitembed.NewClient — no call-site changes needed here.\n\nTransitive bump: miniredis v2.37.0 → v2.38.0 (test dep only).\n\nBuild: GOWORK=off go build ./... — ok\nTest:  GOWORK=off go test ./...  — all 25 packages ok\nVet:   GOWORK=off go vet ./...   — ok",
          "is_bot": false,
          "headline": "chore(deps): bump go-kit v0.50.0 → v0.73.0 for embed bearer auth",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-24T04:24:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f86860751f7f0ba69f4ab0551162781ac850938",
          "body": "…vers (#314)\n\nThree near-identical resolveX() functions (worker, profiler, search/config)\neach parsed a positive int env var, multiplied by a time unit, warned on\ninvalid input, and logged on default. Extracted to envcfg.PositiveDuration\nin the existing envcfg package (no new package needed).\n\nLog k\n[…]\n_PROFILE_REFRESH_COOLDOWN_M=60, MEMDB_SEARCH_CACHE_TTL_S=300.\n\nFollow-up from comprehensive review LOW memdb #313 (2026-05-18).\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "refactor(envcfg): extract PositiveDuration — DRY for 3 env-knob resol…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-19T01:51:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f32c8e705b9f181f90b6cc9c297503c7b06744e6",
          "body": "…#313)\n\n* chore(llm): env-knob 3 hardcoded constants — wave 2 token reduction\n\nConvert three hardcoded timing constants to env-overridable vars with\naggressive new defaults to reduce periodic LLM traffic:\n\n- MEMDB_REORG_INTERVAL_H: periodicReorgInterval 6h → 24h (4× reduction)\n- MEMDB_PROFILE_REFRES\n[…]\n regardless of interval. Round-robin across cubes within the hour is\npreserved; just the first-fire delay is capped.\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "chore(llm): env-knob 3 hardcoded constants — wave 2 token reduction (…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-18T22:50:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "294807dbed53589311a1f38faa95d05751f9d718",
          "body": "Dockerfile.mcp was pinned to golang:1.26rc3 release-candidate, but\ngo.mod requires 'go 1.26.0'. RC < stable per Go toolchain check, so\nbuild failed with:\n  'go.mod requires go >= 1.26.0 (running go 1.26rc3)'.\nThe companion Dockerfile (memdb-go target) was already on golang:1.26\nstable — this one was\n[…]\nd\nlocally-built images (containerd-snapshotter migration).\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(memdb-mcp): pin golang base to 1.26 stable (was 1.26rc3) (#312)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-12T21:15:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2f6957916e82b3a1092e21b7b3ffbe2f63b661cb",
          "body": "…now in shared Client) (#311)\n\nCleanup after lift-to-go-kit refactor (go-kit PR #48 → tagged v0.49.0,\nv0.50.0 includes it + tracing/httpmw OTEL code.* attributes).\n\nRemoves wrapper-level chunking from `internal/embedder/http.go` (the\ndefense-in-depth chunkSize field + chunking loop + embedChunk help\n[…]\n_chunks_per_call /\n  embed_chunk_size from go-kit instead.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(embedder): bump go-kit v0.50.0 + remove duplicate chunking (…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-09T20:25:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "75c6370a8d5e2939b0470a86d438eab4ca3464a5",
          "body": "…th for ox-embed-server input cap) (#310)\n\n* fix(memory): deterministic lock order to prevent DELETE/UPDATE deadlock\n\nBulk DELETE on properties->>'id' = ANY($1) deadlocked with concurrent\nIncrRetrievalCount UPDATE on the same table. Both used unsorted ANY()\nin autocommit — Postgres acquired row lock\n[…]\nd-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(embedder): client-side chunking for HTTPEmbedder (defense in dep…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-09T19:38:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ae9440d1d0b6227beae04f02223ad94b1193c46f",
          "body": "…ck (#309)\n\n* fix(memory): deterministic lock order to prevent DELETE/UPDATE deadlock\n\nBulk DELETE on properties->>'id' = ANY($1) deadlocked with concurrent\nIncrRetrievalCount UPDATE on the same table. Both used unsorted ANY()\nin autocommit — Postgres acquired row locks in scan order, which\ndiverged\n[…]\n\n  and confirms the deadlock-avoidance contract still holds because\n  both queries lock in sorted property-id order.\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(memory): deterministic lock order to prevent DELETE/UPDATE deadlo…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-08T10:15:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a6375d08e6a91e4789a66ce61f3793c098d4ff84",
          "body": "…tgres param (#308)\n\n- cmd/mcp-server/main.go: mcpNativeToolCount 9 → 10 (actual count\n  after recent registrations; the constant was a stale comment)\n- internal/mcptools/memory_update_proxy_test.go: cover the\n  UserID!=\"\" / CubeID!=\"\" precedence path (was: only the CubeID\n  fallback branch exercise\n[…]\nt no caller needs it)\n- internal/mcptools/proxy.go: update call site to match new signature\n\nRefs: PR #307 code-quality review.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(mcp): tool count comment, CubeID fallback test, drop dead *db.Pos…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-07T12:31:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "baf1441f60f2e158d85af5b5794c1878fcff1f46",
          "body": "…es full update path (#307)\n\n- NativeUpdateMemory now calls ClearCEScoresTopK + the neighbor\n  cascade after content change. Without this, reranked search results\n  carry stale CE scores computed against the OLD text. Best-effort\n  (logs error, does not fail the request).\n- MCP update_memory tool wa\n[…]\nemdb-go).\n- proxyCall nil-logger guard added for test ergonomics.\n\nRefs: 2026-05-07 infrastructure-auditor primer findings 1+3.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(memory): NativeUpdateMemory clears CE cache; MCP update_memory us…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-07T12:18:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3abe063b9d55672085af093d8ac556eb33b7aa7c",
          "body": "feat(proto): add chat_time + message_id to Message (matches HTTP /add)",
          "is_bot": false,
          "headline": "Merge pull request #306 from anatolykoptev/feat/proto-message-metadata",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-04T07:48:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "882166d4bfe25e64f7f42389724d6cbd72c430f8",
          "body": "Brings the gRPC Message proto into parity with the OpenAPI/HTTP path\nwhich already accepts chat_time on ChatCompletion*MessageParam\n(api/openapi.yaml). Services routing messages through gRPC AddRequest\nno longer silently drop timestamps.\n\n  - chat_time  (string, RFC3339-UTC) — first 10 chars indexed\n[…]\n With\nbuf.gen.yaml updated, `buf generate` is reproducible from clean.\n\nAligns with go-kit/llm v0.43 + go-session v0.4.1 + dozor's\nprovider.Message — one shape from in-flight LLM call to MemDB ingest.",
          "is_bot": false,
          "headline": "feat(proto): add chat_time + message_id to Message (matches HTTP /add)",
          "author_name": "Anatoly Koptev",
          "author_login": null,
          "committed_at": "2026-05-04T05:55:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "92772d53a1fd7c6bae9807b1d5a7c17eee466ef8",
          "body": "…ase 4) (#305)\n\nRule #10 tells the LLM to copy shared-event facts from person Y onto\nperson X. This is correct for LoCoMo cat-5 adversarial gold where the\neval specifically rewards cross-applying family events, but it is a\nhallucination policy in production (copying facts about the wrong\nperson).\n\nC\n[…]\nse)\n- Add tests: CrossCharBleedDefault (absent) + CrossCharBleedEnabled\n- Update existing tests: remove mustContain assertion for rule 10\n\nEval harness: set MEMDB_CROSS_CHAR_BLEED=true in compose env.",
          "is_bot": false,
          "headline": "feat(chat): make rule #10 (cross-character bleed) env-conditional (Ph…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T10:49:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ebe3f41186280a553af2d385644e73ddaaaac411",
          "body": "…efs (Phase 1.5) (#304)\n\n* fix(scheduler): thread observation_date through mem_read actions + prefs (Phase 1.5)\n\nThree scheduler write paths lacked observation_date:\n\n1. reorganizer_mem_read_actions.go: buildLTMNode omitted observation_date.\n   Fix: thread info.observationDate from processRawMemoryF\n[…]\nrename now → wallclockNow for clarity (Phase 5)\n\nCosmetic: the variable is wall-clock ingest time, not conversation time\n(which is info.observationDate). Renaming removes ambiguity for future\nreaders.",
          "is_bot": false,
          "headline": "fix(scheduler): thread observation_date through mem_read actions + pr…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T10:49:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "da94997407bf9e5bc759dd696824b13e0b7dc904",
          "body": "…s (Phase 1.5) (#303)\n\nSkillMemory and ToolTrajectoryMemory rows were written with hand-rolled\nproperty maps that omitted observation_date, causing today-leak on\ncefix17 (6 SkillMemory rows with 0/6 observation_date coverage).\n\nChanges:\n- add_fine_async.go: pass in.ObservationDate to generateSkillMe\n[…]\nd_skill_test.go: update signatures, add observation_date assertion\n\nFollows the identical skip-on-empty pattern established in Phase 1A\n(add_episodic.go) to avoid poisoning memory with wall-clock NOW.",
          "is_bot": false,
          "headline": "fix(handlers): thread observation_date through skill + tool extractor…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T10:49:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "63adfaebb234ad0c586ae14f9e0e651ab9864c2b",
          "body": "…can fire (#302)\n\nThe Go struct (AtomicFact.NamedEntitiesInText) and the promotion path\n(atomicToExtracted → namedEntitiesToMentions → collectHandlerEntityPairs →\nlinkAtomicEntitiesAsync → entity_nodes upsert) were already wired in\nPR #291 but the LLM never returned the field because the atomic extr\n[…]\ng field when no proper nouns present\n\nNo Go code changes — the struct already has the json tag.\nExisting test suite (add_fine_atomic_entities_test.go) covers the\nfull promotion path with fixture data.",
          "is_bot": false,
          "headline": "fix(atomic-extractor): emit named_entities_in_text so PR #291 wiring …",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T10:49:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "64fd660fe61f3119005610eff053c3278fda6e9c",
          "body": "…vation_date (Phase 1B) (#301)\n\n* fix(memprops): tree_reorganizer parents inherit observation_date (Phase 1B)\n\nCloses the second-largest today-leak surface (2219 tree_reorganizer rows\nglobally with no observation_date) by:\n\n- Extending ListMemoriesByHierarchyLevel SQL projection with\n  COALESCE(obse\n[…]\n; the atomic sibling must mirror\nit. fc.ObservationDate is already populated by runAtomicFineForCube via\nh.resolveObservationDate(ctx, req.Messages) — just was not being passed\ninto the props builder.",
          "is_bot": false,
          "headline": "fix(memprops): tree_reorganizer parents + atomic LTM/WM inherit obser…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T08:54:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2954930f394157c494f133a02fa7aaf71f259bdc",
          "body": "… 1A) (#299)\n\nPre-fix: 15 derived-write paths hand-rolled their own props maps without\nobservation_date. evaluation/locomo/query.py::_extract_ts falls through\nobservation_date → chat_time → created_at, so derived rows that only\ncarry created_at (= ingest wall-clock) poison cat-2 temporal answers\n('2\n[…]\nPhase 2)\n- remaining derived sites: prefs / wm refresh / wm compact / skill /\n  tool / mem_read_legacy / mem_read_actions (Phase 2)\n- rule #10 cross-character bleed env-conditional (Phase 3, optional)",
          "is_bot": false,
          "headline": "fix(memprops): observation_date invariant for derived memories (Phase…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T08:35:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "40542baaad39003995a57feef2db3d0e9dd25e21",
          "body": "…(#300)\n\nCloses the loop on RerankerBatchWaitHigh: when local gte-multi-rerank\nsaturates (CE batch wait p95 > 3s, breaker opens, timeouts, OOM), the\nReranker-interface fallback in go-kit v0.40 routes those degraded\nrequests to Voyage rerank-2.5 instead of returning Score=0 placeholders\nto math-fallb\n[…]\n the gate sees zero\nbehaviour change. When enabled, dashboards see new metric\nmemdb_rerank_fallback_used_total{primary,secondary} with\nsecondary=voyage-rerank-2.5 (auto-derived from WithFallbackName).",
          "is_bot": false,
          "headline": "feat(rerank): wire Voyage rerank-2.5 as opt-in fallback for local CE …",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T08:32:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d05d334c10360da0ffc5f7ec8a76242dc7f15c29",
          "body": "… Degraded (#298)\n\nRoot cause of 0% precompute hit rate observed 2026-05-03:\nclient.Rerank() (the convenience wrapper) drops the error and on\nStatus=Degraded returns docs in original order with Score=0. The\nprecompute writer was persisting those zeroes to ce_score_topk.\nSearch-time read could not di\n[…]\nes overwrite them once CE pressure\ndrops (the very effect of this fix breaking the loop).\n\nRegression tests in tree_ce_precompute_skip_degraded_test.go cover\neach Status value and locked the contract.",
          "is_bot": false,
          "headline": "fix(precompute): skip persisting Score=0 placeholders when CE returns…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T07:43:11Z",
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        {
          "oid": "c4448ef7196ce1f27f93dbbe14784e68a3502a64",
          "body": null,
          "is_bot": false,
          "headline": "chore: trigger rebuild for go-kit v0.39.0 bump (dozor dedup miss)",
          "author_name": "anatolykoptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T06:51:29Z",
          "body_truncated": false,
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        },
        {
          "oid": "b432bf45fbe94922cbb329c60380d9d854ebaa3f",
          "body": "Pulls in cache key correctness fixes from go-kit PR #40:\n- embed.cacheKey now includes role (query/passage)\n- rerank.cacheKey now includes maxCharsPerDoc + maxTokensPerDoc\n\nBoth bumped to cacheKeyVersion=v2; old v1 cache entries in Redis\nwill naturally miss after deploy and be repopulated.\n\nVerified: build clean, embedder + rerank tests green.",
          "is_bot": false,
          "headline": "chore(deps): bump go-kit v0.38.0 → v0.39.0 (#297)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T06:47:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b95d15eaff0363fca29f2fc0f4839793b67d9f38",
          "body": "* fix(cache): cotCacheKey now includes Model + MaxSubQueries\n\nThe CoT decomposer prompt template interpolates MaxSubQueries (\"Output a\nJSON array of 1-%d simpler sub-questions\"), so two callers using the same\nquery but different MaxSubQueries values were silently sharing cached\nsub-query lists. Mode\n[…]\nnfig.Model and a 'v2' version sentinel. Pairs are\nsorted by ID so candidate iteration order does not affect the key.\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(cache): LLM-output cache key correctness (PR B) (#296)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T06:45:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4b8680e8fd7b8f8b39613a9aac3abe532bdbc779",
          "body": "* fix(cache): post_get_memory_filter key now includes full request — fixes Page=2 returning Page=1 body\n\nPrevious key only hashed Filter+limit, so requests differing only by Page\n(or include_preference, include_tool_memory, etc.) collided in cache. The\nnew derivation hashes a JSON marshal of the ful\n[…]\ncubeID for cubes without a recorded owner).\n\nAdds focused unit tests covering Bug 1 (page/include flag isolation),\nBug 2 + Bug 4 (filter cache invalidation on delete), and Bug 5 (composite\nkey sweep).",
          "is_bot": false,
          "headline": "fix(cache): DB-cache pagination + invalidation correctness (PR A) (#295)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T06:45:09Z",
          "body_truncated": true,
          "is_coding_agent": false
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        {
          "oid": "15ea09507da148b30d9b07945da891deb25dd0b2",
          "body": "Bump in PR #293 updated go.mod but vendor/modules.txt still listed\nv0.37.0 → docker build failed with inconsistent vendoring error.\n\ngo mod vendor (GOWORK=off per krolik convention) syncs:\n- vendor/modules.txt: go-kit explicit version\n- vendor/github.com/anatolykoptev/go-kit/rerank/voyage.go (new)\n-\n[…]\noptev/go-kit/llm/client.go (ExtractJSON fix)\n- vendor/github.com/anatolykoptev/go-kit/metrics/{prom,prom_bridge}.go (panic fix)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(vendor): sync vendor/ to go-kit v0.38.0 (#294)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T04:05:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "58a24f9a047c35f86c6056de2c6cc06111344916",
          "body": "…ass for internet/dual-speaker (#293)\n\n* chore(deps): bump go-kit v0.37.0 → v0.38.0\n\nv0.38.0 ships VoyageRerankClient + JinaRerankClient (drop-in Reranker\nimplementations) and a fix to llm.ExtractJSON for the array+object case.\n\nNo memdb-go code changes required for the bump itself; both new\nclients\n[…]\ney.\n\nThree test cases cover internet_search variants, speakers cardinality\n0/1/2/3, and malformed JSON fall-through.\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(cache): close /product/search cache correctness gap (v2→v3) + byp…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T04:03:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91622cb25a8eb9716a63b9df414bf0a8326d58a6",
          "body": "* fix(precompute): exclude WorkingMemory from CE neighbour pool — fixes 0% hit rate\n\nmemdb_search_ce_precompute_hit_total{outcome=hit} = 0 in production\ndespite 13,161 cached rows. Root cause: ListMemoriesByHierarchyLevel\nSQL includes memory_type=WorkingMemory (intentional, for D3 small-cube\ncluster\n[…]\n reading the description from /metrics or Grafana\ngot a misleading enum. Aligned both descriptions with preregNames.\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix(rerank): precompute hit-rate, math errors, MMR kill-switch (#292)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T03:22:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0d7d76f20c81839aeaf53775480d720a8cd12452",
          "body": "…rsal coverage) (#291)\n\nForensic Karpathy r4: the fine atomic path saved entity names inside memory\nproperties (top-level NamedEntitiesInText array) but never upserted them\ninto the entity_nodes table. Result for conv-26: 74 atomic_facts rows, 0\nentity_nodes rows. Query-time NER lookups (GetMemories\n[…]\n graph traversal for the dominant multi-hop failure\nmode).\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(atomic): promote NamedEntitiesInText to entity_nodes (graph trave…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T02:14:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "055487a5e7dfff2025cc4a2c5a5a14054560fef1",
          "body": "… (#290)\n\nForensic Karpathy r3 — old hit@k flagged any single token overlap as\n1.0 even when gold answer's only matching tokens were stopwords (in/of/the).\nRun #20 example: question \"How did Melanie feel watching the meteor shower?\"\ngold \"in awe of the universe\", retrieved 5 unrelated memos (paintin\n[…]\noverage needs to expand. Honest metric makes that visible.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(score): honest hit@k — strip stopwords + require ≥2 token overlap…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T01:58:59Z",
          "body_truncated": true,
          "is_coding_agent": true
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        {
          "oid": "0deaabce3bdc78341f3af2cdd855548d7cfe0b93",
          "body": "…grade (#289)\n\n* feat(chat): atom-as-prompt-context — surface atomic facts as Key Facts section (Memobase parity)\n\nForensic Karpathy r3 (2026-05-01) — atomic facts ALREADY extracted in DB\n(kind='atomic_fact' rows look high-quality, e.g. \"Caroline attended LGBTQ\nsupport group on May 7, 2023...\"). НО \n[…]\ne Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(locomo-eval): pass external_memory_count to trigger r3 variant up…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T01:34:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "51bae95fb9fe8c594e9e2e9bde7573c5a4389dab",
          "body": "…s section (Memobase parity) (#288)\n\nForensic Karpathy r3 (2026-05-01) — atomic facts ALREADY extracted in DB\n(kind='atomic_fact' rows look high-quality, e.g. \"Caroline attended LGBTQ\nsupport group on May 7, 2023...\"). НО они surface ТОЛЬКО через generic\nsearch competing на cosine с paragraph rows и\n[…]\nhe LLM on every chat\nquery — больше не competition cosine.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(chat): atom-as-prompt-context — surface atomic facts as Key Fact…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T01:18:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "007ecd6572d687c97157affc1710b43dae0a6436",
          "body": "…+ external memory hint (#287)\n\nKarpathy r3 forensic (2026-05-01) — Run #18 vs brevity-pattB peak found\n10/20 F1 regressions came from MECHANICAL refusals: dual-speaker harness\nsends top_k=1+threshold=0.99 → server retrieval returns 0 memos →\ndecideFactualPrompt → variant=Zero → server injects stric\n[…]\n: +5-10pp F1 on chat-50 (10 refusal regressions reversed).\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(chat): kill conflicting refusal contracts + per-speaker profiles …",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T01:08:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2a173977abf142c2c0659c7cc5cb1a161b0dd166",
          "body": "…ful cubes (#286)\n\nRun #17 forensic — initial breaker (threshold=0.5, minCalls=10) too aggressive:\n- search p50 2.0s → 0.093s (24x speedup)\n- hit@k 0.70 → 0.72 (wiki removal helped)\n- F1 0.155 → 0.136 (-12%)\n- cat2 F1 0.136 → 0.105 (-23%)\n- cat4 F1 0.154 → 0.083 (-46%) collapse\n\nDiagnosis: cat2/cat4\n[…]\nrst 10 calls)\n\nTests updated to new thresholds — all pass.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(rerank): tune CE breaker thresholds — preserve CE on weak-but-use…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-03T00:43:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        }
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        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 34,
              "top_contributor_share": 0.424
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 42% of commits",
                "points": 13,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 42
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "34 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 34
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 12 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "at_risk",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "merged_prs": 331,
              "open_issues": 30,
              "closed_issues": 11,
              "issue_closed_ratio": 0.268,
              "closed_unmerged_prs": 27
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "27% of issues closed",
                "points": 12.5,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 27
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "331/358 decided PRs merged",
                "points": 35.4,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 331,
                      "decided": 358
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/22 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 41,
            "inputs": {
              "followers": 12,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "anatolykoptev",
              "public_repos": 91,
              "account_age_days": 274
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "12 followers of anatolykoptev",
                "points": 8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 12,
                      "login": "anatolykoptev"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "91 public repos, account ~0 yr old",
                "points": 14.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 91
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "packages": [
                "github.com/anatolykoptev/memdb/memdb-go"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "2 published versions",
                "points": 12,
                "status": "partial",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 79,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yaml, .golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yaml, .golangci.yml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "5 out of 11 merged PRs checked by a CI test -- score normalized to 4",
                "points": 8,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 45,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 45,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 4.5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "5 out of 11 merged PRs checked by a CI test -- score normalized to 4",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/22 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 12 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "8 existing vulnerabilities detected",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "excellent",
        "name": "AI Readiness",
        "value": 88,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "CLAUDE.md",
                "memdb-go/vendor/github.com/jackc/pgx/v5/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 3880
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md, memdb-go/vendor/github.com/jackc/pgx/v5/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md, memdb-go/vendor/github.com/jackc/pgx/v5/CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "84 of 84 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 84,
                      "sampled": 84
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "memdb-go/vendor/connectrpc.com/connect/Makefile",
                "memdb-go/vendor/github.com/alicebob/miniredis/v2/Makefile",
                "memdb-go/vendor/github.com/alicebob/miniredis/v2/fpconv/Makefile",
                "memdb-go/vendor/github.com/alicebob/miniredis/v2/proto/Makefile",
                "memdb-go/vendor/github.com/alicebob/miniredis/v2/server/Makefile",
                "memdb-go/vendor/github.com/anatolykoptev/go-stealth/Makefile",
                "memdb-go/vendor/github.com/anatolykoptev/skillkit/Makefile",
                "memdb-go/vendor/github.com/daulet/tokenizers/Makefile",
                "memdb-go/vendor/github.com/exaring/otelpgx/Makefile",
                "memdb-go/vendor/github.com/felixge/httpsnoop/Makefile",
                "memdb-go/vendor/github.com/munnerz/goautoneg/Makefile",
                "memdb-go/vendor/github.com/oapi-codegen/runtime/Makefile",
                "memdb-go/vendor/github.com/prometheus/procfs/Makefile",
                "memdb-go/vendor/github.com/redis/go-redis/v9/Makefile",
                "memdb-go/vendor/github.com/yuin/gopher-lua/Makefile",
                "memdb-go/vendor/github.com/yuin/gopher-lua/parse/Makefile",
                "memdb-go/vendor/go.opentelemetry.io/otel/Makefile",
                "memdb-go/vendor/go.uber.org/atomic/Makefile",
                "memdb-go/vendor/google.golang.org/grpc/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.38,
              "toolchain_manifests": [
                "examples/go/quickstart/go.mod",
                "examples/go_client/go.mod",
                "memdb-go/go.mod",
                "memdb-go/vendor/github.com/daulet/tokenizers/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, memdb-go/vendor/connectrpc.com/connect/Makefile, memdb-go/vendor/github.com/alicebob/miniredis/v2/Makefile, memdb-go/vendor/github.com/alicebob/miniredis/v2/fpconv/Makefile, memdb-go/vendor/github.com/alicebob/miniredis/v2/proto/Makefile, memdb-go/vendor/github.com/alicebob/miniredis/v2/server/Makefile, memdb-go/vendor/github.com/anatolykoptev/go-stealth/Makefile, memdb-go/vendor/github.com/anatolykoptev/skillkit/Makefile, memdb-go/vendor/github.com/daulet/tokenizers/Makefile, memdb-go/vendor/github.com/exaring/otelpgx/Makefile, memdb-go/vendor/github.com/felixge/httpsnoop/Makefile, memdb-go/vendor/github.com/munnerz/goautoneg/Makefile, memdb-go/vendor/github.com/oapi-codegen/runtime/Makefile, memdb-go/vendor/github.com/prometheus/procfs/Makefile, memdb-go/vendor/github.com/redis/go-redis/v9/Makefile, memdb-go/vendor/github.com/yuin/gopher-lua/Makefile, memdb-go/vendor/github.com/yuin/gopher-lua/parse/Makefile, memdb-go/vendor/go.opentelemetry.io/otel/Makefile, memdb-go/vendor/go.uber.org/atomic/Makefile, memdb-go/vendor/google.golang.org/grpc/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
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