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8 Commits

Author SHA1 Message Date
Rene Fichtmueller
9db0335229 feat: wire finder.ts + switch-docs + Ollama LLM tools to MCP server 
MCP Server (packages/mcp-server/src/index.ts):
- Register registerSwitchDocTools (switch-docs.ts) — switch documentation lookup
- Register finderTools dynamically (finder.ts) — find_flexoptix_for_switch, get_competitor_alerts
- Add analyze_market_with_llm tool: qwen2.5:14b via Ollama, enriched with live hype cycle + pricing + news
- Add generate_blog_post tool: fo-blog-v5 (fine-tuned) with qwen2.5:14b fallback, enriched with live pricing data
- OLLAMA_BASE_URL env var (default: https://ollama.fichtmueller.org)

Also includes scraper improvements (ascentoptics, atgbics, gbics, skylane, ebay-enricher),
API route updates (blog, blog-sll, health, hot-topics, transceivers, queries),
and dashboard hot-topics refresh.
 2026-04-18 00:21:58 +02:00
Rene Fichtmueller
7869f098b2 feat: linecard system support, Cisco 8000 accuracy, price anomaly detection 
API/finder:
- Add modular chassis support: sibling linecards fetched when is_linecard=true
- Add chassis linecards when system_type=modular
- Extend switch response: system_type, is_linecard, chassis_model, slot_type,
  flexbox_compat_mode, flexbox_notes, description, switching_capacity_tbps,
  total_ports, category, lifecycle_status, features, use_cases, linecards[]

API/transceivers:
- Filter price_observations with COALESCE(is_anomalous, false) = false
  (direct prices + comparable market prices)

Scraper/db:
- Add PRICE_BOUNDS map (per form-factor min/max USD sanity bounds)
- Add isPriceAnomalous() — marks DB price_observations as is_anomalous=true
- Add competitor_verified flag: set true when valid competitor price stored
- upsertPriceObservation: skip prices outside sanity bounds, set competitor_verified

Scraper/hash:
- contentHash() now accepts Record<string,unknown> | string (union type)
  to support both structured objects and legacy string callers

Scrapers (skylane, tscom, wiitek):
- Fix contentHash() call signature: pass objects not JSON.stringify strings
- Fix wiitek: remove invalid 'name' param, fix t.id → transceiverId

Migrations:
- Add is_anomalous, competitor_verified, competitor_verified_at,
  image_primary columns
- Recreate sync_fully_verified trigger to include competitor_verified
- Add is_linecard, chassis_model, system_type, slot_type,
  flexbox_compat_mode, flexbox_notes to switches table
 2026-04-09 09:06:22 +02:00
Rene Fichtmueller
a99b4aab78 fix: correct verified badge, comparable pricing, and clickable product images 
- Reset details_verified=false for 298 products where reach_label is empty (DB migration)
- Runtime check in dashboard: dVer requires non-empty reach_label regardless of DB flag
- comparable price query: treat reach_meters=0 same as NULL so 800G OSFP products
  find FS.com equivalent prices (was blocked by reach_meters=0 != NULL shortcircuit)
- Product image area now fully clickable with vendor link overlay when product_page_url exists
- Clear wrong image for O.Czz8HG.z.R (was showing unrelated OSFP product image)
 2026-04-06 10:24:39 +02:00
Rene Fichtmueller
d9f5fc253f fix(verification): 100% Verified Badge war dramatisch zu großzügig 
KERNPROBLEME BEHOBEN:
1. ATGBICS part_number = URL slug statt echte OEM-Nummer
   extractOemPartNumber() entfernt -r-compatible-transceiver-* Suffix
   + trailing Vendor-Namen (nokia, cisco, juniper, ...)
   Ergebnis: 3he16564aa-nokia-r-compatible-transceiver-... → 3HE16564AA

2. reach_label = '' (leer) wurde als details_verified akzeptiert
   IS NOT NULL erlaubt leere Strings → Fix: AND reach_label != ''

3. details_verified = true trotz garbled part_number
   Neue Kriterien: NOT ILIKE '%-compatible-transceiver%'
                   NOT ILIKE '%-r-compatible%'

4. data_confidence Werte falsch in Funktion ('scraped_unverified' etc)
   Echte Werte: low/medium/high/garbage → NOT IN ('garbage','unknown')

ERGEBNIS nach recompute_all_verification():
  fully_verified: 3.654 → 581 (Badge war 6x übertrieben)
  details_verified: inflated → 1.075 (korrekt)

ATGBICS Scraper:
  - extractOemPartNumber() für collection und product detail pages
  - detectReach() jetzt auch auf URL-slug (120km im slug → reach_label)

Price Anomaly Detection:
  - API: price_anomaly field wenn max/min ratio ≥ 10x
  - Dashboard: ⚠ Preisanomalie Banner mit Ratio + EUR Range

SQL 025: Part number cleanup (30 records), reach from slug (12 records)
 2026-04-04 15:41:57 +02:00
Rene Fichtmueller
be90984905 feat: competitor price comparison in transceiver detail 
- API: also returns comparable_prices from technically equivalent products
  (same form_factor + speed_gbps + reach ±25%, different vendor, last 30 days)
- Dashboard: direct prices shown first, then separator + comparable products
- Comparable entries show vendor + exact part number scraped from their site
- Verified badge = real URL + observed within 7 days (strict)
 2026-04-01 21:08:09 +02:00
Rene Fichtmueller
516fa5904f feat: temp range display, verification badges, competitor prices, tag tooltips 
- Temperature Range: COM→'0-70°C (COM)', IND→'-40-85°C (IND)'
- GET /api/transceivers/🆔 returns competitor_prices[] from price_observations
- Detail view: verification summary bar (★ 100% VERIFIED / partial)
- Detail view: Current Prices section with vendor, price, verified badge, date, link
- Detail view: tag tooltips on vendor/category/market_status chips
- List view: new Verified column with 100% stamp or price check
- Optical Budget: TX Power Min/Max labels clarified
 2026-04-01 20:47:02 +02:00
Rene Fichtmueller
5a0cbed5a2 feat: dashboard v2, blog expansion, market/cable MCP tools, switch asset scrapers, scraper utilities 2026-03-30 08:07:12 +02:00
Rene Fichtmueller
b43bdd3060 feat: TIP Phase 0+1 — monorepo, DB schema, API, scraper engine 
Phase 0 - Foundation:
- Restructure into npm workspace monorepo (packages/core, api, scraper)
- PostgreSQL 17 + TimescaleDB schema (15 tables incl. hypertables)
- Docker Compose for local dev (PostgreSQL on 5433 + Qdrant)
- Express 5 API on port 3200 with 6 routes
- Seed script to migrate 159 transceivers + 42 standards from npm package
- Erik server setup script + PM2 ecosystem config

Phase 1 - Scraper Engine:
- Crawlee + Playwright framework with pg-boss scheduler
- FS.com scraper (PlaywrightCrawler, anti-bot workaround)
- Optcore.net scraper (WP REST API enumeration + PlaywrightCrawler)
  - Uses /wp-json/wp/v2/product to get 2000+ product URLs
  - Playwright renders individual product pages for price extraction
- Cisco TMG Matrix scraper (compatibility data)
- News RSS aggregator (optics.org, SPIE, Network World, Nature Photonics)
  - Keyword relevance scoring for transceiver/fiber topics
  - xml2js with malformed XML sanitization
- SHA-256 content hashing for change detection (skip unchanged records)
- pg-boss v10 with explicit queue creation before scheduling
 2026-03-27 16:27:31 +13:00