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  • 70f8421532 docs(ms-ai-architect): KB-refresh MEDIUM 21/33 — throughput-optimization: header-bump (TRYGT: batch 50%/24t + PTU-SLA uendret) Kjell Tore Guttormsen 2026-06-24 11:38:25 +02:00
  • 1c7ee58698 docs(ms-ai-architect): KB-refresh MEDIUM 20/33 — response-chunking: header-bump (TRYGT: SSE-buffering AppGW/APIM uendret) Kjell Tore Guttormsen 2026-06-24 11:38:25 +02:00
  • db8c126801 docs(ms-ai-architect): KB-refresh MEDIUM 19/33 — performance-benchmarking: header-bump (TRYGT: ingen harde MS-tall; verktøy uendret) Kjell Tore Guttormsen 2026-06-24 11:38:24 +02:00
  • 58509c918c docs(ms-ai-architect): KB-refresh MEDIUM 18/33 — load-testing: PTU min deployment Global/Data Zone 15 (increment 5); 50 kun Regional Kjell Tore Guttormsen 2026-06-24 11:38:24 +02:00
  • 7604648bb9 docs(ms-ai-architect): KB-refresh MEDIUM 17/33 — gpu-compute-sizing: ND96asr_v4 8xA100 40GB = 320 GB (var 640 GB) Kjell Tore Guttormsen 2026-06-24 11:38:24 +02:00
  • 28315319c9 docs(ms-ai-architect): KB-refresh MEDIUM 16/33 — concurrent-request: header-bump (TRYGT: rate-limit/PTU-utilization-mønstre uendret) Kjell Tore Guttormsen 2026-06-24 11:38:24 +02:00
  • 9474d8423e docs(ms-ai-architect): KB-refresh MEDIUM 15/33 — batch-api-usage: header-bump (TRYGT: batch-grenser 200MB/100k/500/10k uendret) Kjell Tore Guttormsen 2026-06-24 11:38:24 +02:00
  • fab9d12abb docs(ms-ai-architect): KB-refresh MEDIUM 14/33 — async-processing: header-bump (TRYGT: Background tasks/Webhooks/batch 50% uendret) Kjell Tore Guttormsen 2026-06-24 11:38:24 +02:00
  • 0bc8dab22c docs(ms-ai-architect): KB-refresh MEDIUM 13/33 — token-optimization: prompt-caching in-memory vs extended 24h (prompt_cache_retention) Kjell Tore Guttormsen 2026-06-24 11:38:24 +02:00
  • f662ca85f3 docs(ms-ai-architect): KB-refresh MEDIUM 12/33 — temperature-sampling: Copilot Studio prompt builder-temp + M365-tall (uoffisielt) fjernet Kjell Tore Guttormsen 2026-06-24 11:38:24 +02:00
  • de7bc2849a docs(ms-ai-architect): KB-refresh MEDIUM 11/33 — system-message-design: header-bump (TRYGT: 6 komponenter + reasoning-veiledning uendret) Kjell Tore Guttormsen 2026-06-24 11:38:24 +02:00
  • b0e80df0d7 docs(ms-ai-architect): KB-refresh MEDIUM 10/33 — structured-output: usupporterte keywords utvidet + gpt-4o-mini-audio-preview + GPT-5-modeller Kjell Tore Guttormsen 2026-06-24 11:38:24 +02:00
  • 8d080b8527 docs(ms-ai-architect): KB-refresh MEDIUM 9/33 — role-playing: header-bump (TRYGT: system message-teknikker + strictness uendret) Kjell Tore Guttormsen 2026-06-24 11:38:23 +02:00
  • b290ed3ff4 docs(ms-ai-architect): KB-refresh MEDIUM 8/33 — regulatory: Guardrails-rebranding (tidl. content filters) + Models sold by Azure-kildetittel Kjell Tore Guttormsen 2026-06-24 11:38:23 +02:00
  • c584cb303b docs(ms-ai-architect): KB-refresh MEDIUM 7/33 — real-time-reasoning: gpt-realtime-1.5 + Realtime GA-endepunkt /openai/v1 + preview-til-GA Kjell Tore Guttormsen 2026-06-24 11:38:23 +02:00
  • 14c71ff7a0 docs(ms-ai-architect): KB-refresh MEDIUM 6/33 — multi-turn: RPM/TPM-forhold varierer per modell (6 RPM/1K kun eldre chat) Kjell Tore Guttormsen 2026-06-24 11:38:23 +02:00
  • b94fdb0d53 docs(ms-ai-architect): KB-refresh MEDIUM 5/33 — grounding: header-bump (TRYGT: Copilot Studio 500 filer/512 MB uendret) Kjell Tore Guttormsen 2026-06-24 11:38:23 +02:00
  • 0cc7f419f2 docs(ms-ai-architect): KB-refresh MEDIUM 4/33 — function-calling: header-bump (TRYGT: tools/tool_choice + 1024-tegns grense uendret) Kjell Tore Guttormsen 2026-06-24 11:38:23 +02:00
  • 272bb6b87a docs(ms-ai-architect): KB-refresh MEDIUM 3/33 — few-shot: header-bump (TRYGT: zero/few-shot + .NET-caveats uendret) Kjell Tore Guttormsen 2026-06-24 11:38:23 +02:00
  • 72795d80d6 docs(ms-ai-architect): KB-refresh MEDIUM 2/33 — domain-specific: header-bump (TRYGT: On-Your-Data-parametere uendret) Kjell Tore Guttormsen 2026-06-24 11:38:23 +02:00
  • 110604a62d docs(ms-ai-architect): KB-refresh MEDIUM 1/33 — chain-of-thought: reasoning_effort per-modell-nyanse (minimal/none/xhigh varierer) + header-bump Kjell Tore Guttormsen 2026-06-24 11:38:23 +02:00
  • 65f33ff889 chore(release): v1.16.3 — KB-refresh HIGH-tier (11 filer) + security.md (high 11→0, unverified 1→0) v1.16.3 Kjell Tore Guttormsen 2026-06-24 10:46:42 +02:00
  • 477c808744 docs(ms-ai-architect): KB-refresh HIGH 11/11 — agent-autonomy: Task Adherence (preview) lagt til risk-kategorier Kjell Tore Guttormsen 2026-06-24 10:44:37 +02:00
  • 05ffbb50f4 docs(ms-ai-architect): KB-refresh HIGH 10/11 — copyright: Models sold by Azure-terminologi, 5. data-privacy-garanti, CCC-scope, safety-message-templates-URL Kjell Tore Guttormsen 2026-06-24 10:44:36 +02:00
  • 8232a91a0f docs(ms-ai-architect): KB-refresh HIGH 9/11 — response-quality-rag: Prompt Flow retirement 2027-04-20 + gpt-4.1-mini ikke-reasoning korrigert Kjell Tore Guttormsen 2026-06-24 10:44:36 +02:00
  • 59f2cb9687 docs(ms-ai-architect): KB-refresh HIGH 8/11 — model-performance-drift header-bump (TRYGT: Azure ML monitoring uendret) Kjell Tore Guttormsen 2026-06-24 10:44:36 +02:00
  • 0bb0e757b0 docs(ms-ai-architect): KB-refresh HIGH 7/11 — bias-detection: image-modeller Medium-terskel (ikke Low) verifisert mot default-safety-policies Kjell Tore Guttormsen 2026-06-24 10:44:36 +02:00
  • 8556f38696 docs(ms-ai-architect): KB-refresh HIGH 6/11 — stakeholder-communication header-bump (TRYGT: Transparency Note uendret) Kjell Tore Guttormsen 2026-06-24 10:44:36 +02:00
  • e35a58f7a3 docs(ms-ai-architect): KB-refresh HIGH 5/11 — responsible-ai-policy: Foundry Agent Service monitoring merket (Preview) Kjell Tore Guttormsen 2026-06-24 10:44:35 +02:00
  • e55915dbf3 docs(ms-ai-architect): KB-refresh HIGH 4/11 — content-safety typo-fix; 10K-tegn bekreftet korrekt (agent-feillesing av Transparency Note avvist) Kjell Tore Guttormsen 2026-06-24 10:44:35 +02:00
  • b067a1144f docs(ms-ai-architect): KB-refresh HIGH 3/11 — output-validation-grounding header-bump (TRYGT: Bing grounding 4-trinn uendret) Kjell Tore Guttormsen 2026-06-24 10:44:35 +02:00
  • 93d12b5f4e docs(ms-ai-architect): KB-refresh HIGH 2/11 — defender-threat-protection header-bump (TRYGT: AI agents Preview + OWASP-alignment bekreftet) Kjell Tore Guttormsen 2026-06-24 10:44:35 +02:00
  • cb2336ad22 docs(ms-ai-architect): KB-refresh HIGH 1/11 — owasp-llm-top10 header-bump (TRYGT: Entra Agent ID GA + doc-level access verifisert) Kjell Tore Guttormsen 2026-06-24 10:44:35 +02:00
  • 104d8c035d docs(ms-ai-architect): KB-refresh step0 — security.md verifisert mot MS Learn + maskinlesbar header (Hate and Fairness, CMK RBAC-primær; unverified 1→0) Kjell Tore Guttormsen 2026-06-24 10:44:34 +02:00
  • fd60e22c87 docs(ms-ai-architect): KB-refresh backlog — prioritert tier/batch-rekkefølge etter critical-klyngen Kjell Tore Guttormsen 2026-06-24 10:17:07 +02:00
  • 78691f82a9 chore(release): v1.16.2 — KB-refresh critical cost-klyngen (8 filer, critical 8→0) v1.16.2 Kjell Tore Guttormsen 2026-06-24 10:06:53 +02:00
  • c0b8b51c35 docs(ms-ai-architect): KB-refresh cost-cluster — small-language-models dag-presis dato (critical 1→0) Kjell Tore Guttormsen 2026-06-24 10:01:29 +02:00
  • f77ca51c0e docs(ms-ai-architect): KB-refresh critical cost 8/8 — small-language-models verifisert mot Foundry-katalog Kjell Tore Guttormsen 2026-06-24 09:57:31 +02:00
  • 441f7d48a8 docs(ms-ai-architect): KB-refresh critical cost 7/8 — request-batching verifisert mot batch-docs (Data Zone Batch + fail-fast) Kjell Tore Guttormsen 2026-06-24 09:54:38 +02:00
  • 692b3f75d8 docs(ms-ai-architect): KB-refresh critical cost 6/8 — token-counting verifisert mot fine-tuning-cost (RFT) + prompt-caching Kjell Tore Guttormsen 2026-06-23 22:53:35 +02:00
  • c1e5a22825 docs(ms-ai-architect): KB-refresh critical cost 5/8 — prompt-engineering verifisert mot prompt-caching + On Your Data-retirement Kjell Tore Guttormsen 2026-06-23 22:49:46 +02:00
  • 0c2fd3d8a6 docs(ms-ai-architect): KB-refresh critical cost 4/8 — inference-endpoint verifisert mot Foundry priority-processing + deployment-types Kjell Tore Guttormsen 2026-06-23 22:45:19 +02:00
  • fce5f0a707 docs(ms-ai-architect): KB-refresh critical cost 3/8 — cost-monitoring verifisert mot Foundry manage-costs Kjell Tore Guttormsen 2026-06-23 22:40:53 +02:00
  • 6ba97f7dc8 docs(ms-ai-architect): KB-refresh critical cost 2/8 — reserved-capacity verifisert mot Foundry reservations-docs Kjell Tore Guttormsen 2026-06-23 22:24:56 +02:00
  • 24ea2ef508 docs(ms-ai-architect): apply-brief critical cost-cluster KB-refresh (7 drift-rapporter) Kjell Tore Guttormsen 2026-06-23 21:59:11 +02:00
  • d36cddd94c docs(ms-ai-architect): KB-refresh critical cost 1/8 — ptu-vs-paygo verifisert mot Foundry PTU-docs Kjell Tore Guttormsen 2026-06-23 21:51:01 +02:00
  • d00ea93081 chore(ms-ai-architect): release v1.16.1 — KB-refresh (tema a+b+RBAC) v1.16.1 Kjell Tore Guttormsen 2026-06-23 21:33:28 +02:00
  • e78fb2f698 docs(ms-ai-architect): KB-refresh RBAC-rolle-renavn — Azure AI User→Foundry User (1 fil) Kjell Tore Guttormsen 2026-06-23 21:23:09 +02:00
  • 03d596e4ec docs(ms-ai-architect): KB-refresh tema-b — Foundry-navnesveip «Azure AI Foundry»→«Microsoft Foundry» (233 filer) Kjell Tore Guttormsen 2026-06-23 21:00:27 +02:00
  • 20b522ab10 docs(ms-ai-architect): KB-refresh tema-a steg 2 — modellkatalog GPT-5.1→5.5 i azure-ai-foundry.md Kjell Tore Guttormsen 2026-06-23 20:46:01 +02:00
  • ac276e9d4b docs(ms-ai-architect): KB-refresh tema-a steg 1 — modellkatalog GPT-5.1→5.5 i 2 critical cost-filer Kjell Tore Guttormsen 2026-06-23 20:34:45 +02:00
  • 59b4de938f feat(ms-ai-architect): Spor E E-polish — per-kategori typisk/sjelden-hint i onboarding Phase 1–5 (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-23 20:00:07 +02:00
  • c413d335bc feat(ms-ai-architect): Spor D steg 1 — apply regenererer hel-korpus score-cache post-mutasjon (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-23 19:51:04 +02:00
  • d6a60ca480 feat(ms-ai-architect): Spor E krav 2 — onboarding Phase 6 guided-prose (coaching) (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-23 18:48:40 +02:00
  • 97ebcd737a feat(ms-ai-architect): Spor D Steg C — skill-quality SessionStart-surfacing (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-23 18:38:35 +02:00
  • 92cd93771b feat(ms-ai-architect): Spor D Steg B — skill-quality lifecycle-gate + score-cache (TDD) Kjell Tore Guttormsen 2026-06-23 18:26:29 +02:00
  • c578482933 chore(ms-ai-architect): untrack STATE.md → local-only (offentlig open/-remote) Kjell Tore Guttormsen 2026-06-23 18:11:02 +02:00
  • a6ff17fd45 feat(ms-ai-architect): Spor D steg A — eng+infra K10-fix → korpus-invariant ≥90 oppfylt Kjell Tore Guttormsen 2026-06-23 17:56:43 +02:00
  • c1a09062d4 feat(ms-ai-architect): Spor D steg 2 — score-skill CLI (--json/--gate/--skill) (TDD) Kjell Tore Guttormsen 2026-06-23 17:16:44 +02:00
  • e87289d929 feat(ms-ai-architect): Spor D N1–N5 — Anthropic-deterministiske skill-sjekker (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-23 17:09:29 +02:00
  • bab9f2d23d feat(ms-ai-architect): Spor D — skill-quality score-motor (ren lib + rubrikk grunnet i Anthropic) (TDD) Kjell Tore Guttormsen 2026-06-23 16:57:31 +02:00
  • cb0450ee2d feat(ms-ai-architect): C3 (3) — --courses-flagg i write-schedule-config.mjs (TDD) + live-probe-doc Kjell Tore Guttormsen 2026-06-23 16:25:56 +02:00
  • f4dd4d3fb6 feat(ms-ai-architect): C3.6 — SessionStart-surfacing av kurs-leads (summarizeCourses) → C3 kurs-spor komplett (TDD) Kjell Tore Guttormsen 2026-06-23 15:00:40 +02:00
  • e0d2d05dbb feat(ms-ai-architect): C3.5 — courses-kolleksjon i decisions-io.mjs (UID-nøklet, Spor C) + kb-update §3c kurs-gate (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-23 14:38:56 +02:00
  • 2e69e69326 feat(ms-ai-architect): C3.4 — detect-courses.mjs (binder C3.1–C3.3, LLM-fri) + selectDetectionSteps + include_course_detection (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-23 14:24:57 +02:00
  • b9f51ea7b3 feat(ms-ai-architect): C3.3 — course_products (live-enumerert) + makeCourseClassifier (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-23 13:48:04 +02:00
  • 94c7f42128 feat(ms-ai-architect): C3.2 — course-diff (ren) + course-registry load/save (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-23 13:12:49 +02:00
  • 0390cc10ca feat(ms-ai-architect): C3.1 — keychain + Learn Platform API-klient (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-23 12:59:16 +02:00
  • 215437cb5d docs(ms-ai-architect): C3 §8 besluttet (delegert) — spec GODKJENT, +fetch-robusthetskontrakt +removed full-enum-pin [skip-docs] Kjell Tore Guttormsen 2026-06-23 12:42:22 +02:00
  • 7d9430b7a4 docs(ms-ai-architect): C3-spec — kurs-deteksjon via Learn Platform API (TIL GODKJENNING) [skip-docs] Kjell Tore Guttormsen 2026-06-23 12:27:34 +02:00
  • 792986820b docs(ms-ai-architect): C3 Fase 0 — Learn Platform API auth-oppsett + spike kartlagt; STATE → spec neste [skip-docs] Kjell Tore Guttormsen 2026-06-23 12:09:19 +02:00
  • bf10b7dca7 docs(ms-ai-architect): 1.16.0 release-notater — dokumentér C1+C2 + ferske testtall v1.16.0 Kjell Tore Guttormsen 2026-06-22 19:53:01 +02:00
  • c4d434f9e9 test(ms-ai-architect): C2.4 lås K4 privat-sektor-paritet (regresjonsvakt) + omdøp feildøpt doc [skip-docs] Kjell Tore Guttormsen 2026-06-22 17:39:11 +02:00
  • afd75c4fed feat(ms-ai-architect): C2.3 onboarding skriver scheduled_detection cadence+enabled via gated CLI (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-22 14:53:03 +02:00
  • 8ff73b7fe3 feat(ms-ai-architect): C2.2 valgfritt fritekst-felt free-context.md i onboarding (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-22 14:16:00 +02:00
  • 466094f2a2 feat(ms-ai-architect): C2.1 onboarding skriver bruker-sti + 11-agent fallback + docs [skip-docs] Kjell Tore Guttormsen 2026-06-22 13:34:19 +02:00
  • dc0b627e98 feat(ms-ai-architect): C2.1 lib/user-data resolver + ambient org-injeksjon + C1 config bakoverkompat (TDD) [skip-docs] Kjell Tore Guttormsen 2026-06-22 13:34:05 +02:00
  • 4ff60803ce docs(ms-ai-architect): C2 onboarding-redesign — godkjent plan + roadmap [skip-docs] Kjell Tore Guttormsen 2026-06-22 12:08:28 +02:00
  • 071601bb9e feat(ms-ai-architect): Sesjon 24 — C1 Tier 2 lokal launchd-scheduler (deteksjon-only, ToS-trygt) [skip-docs] Kjell Tore Guttormsen 2026-06-21 19:59:18 +02:00
  • f8a160585f test(ms-ai-architect): Sesjon 23 — auto_discover stale-felt assertion korrigert (søk-verifisert, 13/13) [skip-docs] Kjell Tore Guttormsen 2026-06-21 13:48:40 +02:00
  • 039b61ca24 chore(ms-ai-architect): Sesjon 22 — rydd stale pre-edit-secrets-testreferanser [skip-docs] Kjell Tore Guttormsen 2026-06-20 23:08:11 +02:00
  • 150b20584e feat(ms-ai-architect): Sesjon 21 — C1 Tier 1 opt-in session-forankret deteksjon (ToS-forankret) [skip-docs] Kjell Tore Guttormsen 2026-06-20 22:54:18 +02:00
  • e47fc9bd59 feat(ms-ai-architect): Sesjon 20 — B3 create_skill (dvelende, konstruktiv op) [skip-docs] Kjell Tore Guttormsen 2026-06-20 21:37:19 +02:00
  • de3a9a483b feat(ms-ai-architect): Sesjon 19 — B3 merge-apply (cross-skill + taksonomi-persist) [skip-docs] Kjell Tore Guttormsen 2026-06-20 20:54:13 +02:00
  • 4ac18a76c8 feat(ms-ai-architect): Sesjon 18 — B3 apply-path (sanitize+retire), merge→S19 [skip-docs] Kjell Tore Guttormsen 2026-06-20 20:32:51 +02:00
  • f7b622b318 feat(ms-ai-architect): Sesjon 17 — B3 sanitize_skill + retire_skill dry-run-planners [skip-docs] Kjell Tore Guttormsen 2026-06-20 17:45:37 +02:00
  • f03a0e08b2 feat(ms-ai-architect): Sesjon 16 — B3 ledger action-lag + merge_skills dry-run-planner Kjell Tore Guttormsen 2026-06-20 17:10:33 +02:00
  • ba597eb988 feat(ms-ai-architect): Sesjon 15 — B2 K10 søsken-scope-ikke-overlapp Kjell Tore Guttormsen 2026-06-20 11:59:59 +02:00
  • 5ad4ed025c feat(ms-ai-architect): Sesjon 14 — B1 fullført (coverage/gap + bloat/stale) [skip-docs] Kjell Tore Guttormsen 2026-06-20 11:34:57 +02:00
  • 2665a3a2d8 feat(ms-ai-architect): Sesjon 13 — B1 overlap-detektor (skill-livssyklus) Kjell Tore Guttormsen 2026-06-20 11:17:19 +02:00
  • e8ceb7a8b4 docs(ms-ai-architect): Spor B plan godkjent — skill-livssyklus (krav 5+6, omdefinert) Kjell Tore Guttormsen 2026-06-20 11:09:11 +02:00
  • c778cf6cd2 fix(ms-ai-architect): Sesjon 12 — lukk SPOR A, ny eval-baseline (K1–K9 grønn alle 5) Kjell Tore Guttormsen 2026-06-20 10:11:45 +02:00
  • c1f75f9c78 fix(ms-ai-architect): Sesjon 11 — K1 trigger-presisjon, blindet judge PASS alle 5 Kjell Tore Guttormsen 2026-06-20 10:00:47 +02:00
  • 6b3c44adc3 fix(ms-ai-architect): Sesjon 10 — K9-destale eng+infra (volatil status → ref) Kjell Tore Guttormsen 2026-06-20 09:31:21 +02:00
  • a9ff401b6e docs(ms-ai-architect): Sesjon 9 SPOR A-resultater i roadmap + STATE Kjell Tore Guttormsen 2026-06-20 07:37:12 +02:00
  • c4230d2e88 fix(ms-ai-architect): Sesjon 9 - K4+K9 body-cleanup security + governance Kjell Tore Guttormsen 2026-06-20 07:37:03 +02:00
  • 2356d211ee docs(ms-ai-architect): Sesjon 8 SPOR A-resultater i roadmap + STATE Kjell Tore Guttormsen 2026-06-20 06:35:59 +02:00
  • a6bda85c6e fix(ms-ai-architect): Sesjon 8 - konsolider 6×5-vekting til kanonisk rubrikk Kjell Tore Guttormsen 2026-06-20 06:33:27 +02:00
  • b32580f7e1 docs(ms-ai-architect): planlegg SPOR A-restsesjoner (S8–S12) + beslutninger Kjell Tore Guttormsen 2026-06-20 06:17:02 +02:00
  • 2d27b3ffbd chore(ms-ai-architect): track STATE.md (avslutter stale polyrepo-gitignore) Kjell Tore Guttormsen 2026-06-20 05:49:02 +02:00