feat(vehicle): Vehicle Learning Engine Foundation (P2-1)#35
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VKB (araç-başına PID/DID) + Manufacturer Intelligence çıktısını SALT-OKUNUR tüketip
marka/protokol/ECU bazlı öğrenme kanıtı (Evidence) üretir. Yalnız foundation:
KALICILIK YOK · BOOT WIRING YOK · SQL/Cloud/LLM/Native YOK · decay YOK.
- vehicleLearningEngine.ts (yeni, saf on-demand):
* LearningEvidence: evidenceId(manufacturer|protocol|source|pidOrDid|mode) + manufacturer/
profileHint/protocol/discoverySource/pidOrDid/mode/ecuAddresses/supportingVehicleHashes/
vehicleCount/observationCount/firstSeen/lastSeen/confidence/status/createdAt/updatedAt
* buildEvidenceFromRecords: deterministik tekilleştirme — aynı araç(fingerprintHash) tekrar
→ vehicleCount ARTMAZ (Set), observationCount artar, firstSeen korunur, lastSeen güncellenir;
ECU normalize/sort/unique; hash normalize/sort/unique
* evidenceConfidence/evidenceStatus (iskelet, decay YOK): 1 araç weak · ≥2 candidate ·
≥3 veya ≥2araç+≥2ECU strong; tek-araç-çok-tekrar confidence ŞİŞMEZ; [0,1] clamp
* VehicleLearningEngine: on-demand computeEvidence/getStrong/getCandidates, fail-soft
Mevcut hiçbir katman değişmedi (2 yeni dosya) — salt-okunur türetme, girdi mutate edilmez.
Dokunulmadı: OBD native · poll · Discovery Capture/Queue · Fingerprint · Auto Learning · VKB ·
Manufacturer Intelligence · Profile Builder · Diagnostic Engine · PID/DID registry · SQL/Supabase.
14 test. tsc -b temiz · eslint temiz · 2507 test yeşil (23 bilinen env-gated, ilgisiz).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Fauew13VP3vbfKqnocPdfX
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This was referenced Jul 10, 2026
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Amaç
VKB (araç-başına PID/DID) ve Manufacturer Intelligence çıktısından kalıcı olmayan, salt-okunur öğrenme kanıtı (Evidence) katmanı üretir. Yalnız foundation.
Yeni dosyalar
src/platform/vehicleLearningEngine.tssrc/__tests__/vehicleLearningEngine.test.tsDeğişen dosyalar
Hiçbiri — tamamen additive, salt-okunur türetme.
Evidence modeli
evidenceId(=manufacturer\|protocol\|discoverySource\|pidOrDid\|mode) ·manufacturer·profileHint·protocol·discoverySource·pidOrDid·mode·ecuAddresses·supportingVehicleHashes·vehicleCount·observationCount·firstSeen·lastSeen·confidence·status·createdAt·updatedAt.Confidence/status modeli (deterministik iskelet — decay YOK)
confidence = 0.3 + 0.2·min(araç-1,3) + 0.05·min(ECU,2) + 0.02·min(gözlem,5)→ [0,1] clampPattern çıktısı (bu PR kapsamı)
Aynı marka/protokolde ortak PID · ortak DID · sinyalin görüldüğü farklı ECU adresleri · distinct vehicleCount · toplam observationCount. Co-occurrence clustering kapsam dışı (sonraki PR).
Testler (14)
✓ marka PID/DID evidence · ✓ farklı markalar karışmıyor · ✓ aynı araç tekrar → vehicleCount sabit · ✓ observationCount↑ · ✓ ECU normalize · ✓ supportingVehicleHashes tekil · ✓ firstSeen korunur · ✓ lastSeen güncellenir · ✓ weak/candidate/strong doğru · ✓ confidence clamp (şişme yok) · ✓ boş/null/undefined fail-soft · ✓ bozuk kayıt fail-soft · ✓ girdi mutate edilmiyor · ✓ VIN WMI marka çözümleme + engine strong/candidate/fail-soft.
Risk analizi
En düşük — tamamen additive + salt-okunur.
Doğrulama
tsc -b --noEmittemiz ·eslinttemizMerge YAPILMADI.
🤖 Generated with Claude Code
https://claude.ai/code/session_01Fauew13VP3vbfKqnocPdfX