Rene Fichtmueller
98a7e12282
feat: wire 10-step FO Blog Pipeline into blog generation route
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Replaces old 2-pass pipeline with full Flexoptix Style 10-step generation:
1. Topic Expansion (real scenarios + wrong assumptions)
2. Angle Selection (single strong angle + audience)
3. Outline Generation (decision-driven, no generic sections)
4. Master Draft (Flexoptix voice, 2000+ words)
5. Reality Injection (failure scenarios, operational pain)
6. Technical Deepening (specific optics, power, density)
7. Opinion Layer (clear positions, no neutrality)
8. Kill AI Tone (remove all AI fingerprints)
9. QA Check (technical accuracy verification)
10. Quality Score (1-10 auto-rating, saved as self-feedback)
Feedback loop active:
- Accumulated feedback injected into system prompt
- Auto QA scores saved to blog_feedback table
- Training data export via GET /api/blog/feedback/training-data
2026-03-31 09:16:23 +02:00
Rene Fichtmueller
73ef5766e6
feat(v0.2.1): data confidence tracking + validation + blog feedback system
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- Migration 016: data_confidence column (vendor_verified/enriched_estimated/scraped_unverified)
- Migration 015: blog_feedback table with 8 quality scores + free text
- Validation script: 8 physics-based rules (wavelength↔fiber, reach plausibility, power limits)
- Blog feedback API: POST /api/blog/:id/feedback + training data export
- FO Blog Pipeline v3: 10-step Flexoptix Style prompts (Less bullshit. More engineering.)
- Auto-fix: wavelength↔fiber mismatches corrected automatically
2026-03-31 09:12:37 +02:00
Rene Fichtmueller
c6308e93c0
feat: massive scraper expansion + hype cycle engine + lifecycle prediction
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New scrapers:
- GBICS.com (BigCommerce, GBP prices, 10 categories, 78 products)
- Juniper HCT (Next.js SSR parser, 475 transceivers with specs/EOL)
- SFPcables.com (Magento store, 16 categories, 78 products)
- Fluxlight (BigCommerce, 6 pages, 118 products)
- Champion ONE (compatible vendor scraper)
Scraper fixes:
- 10Gtek: rewritten to parse HTML spec tables (152 products)
- Flexoptix: fix price extraction from Magento Hyva HTML
- Register all scrapers in CLI (--gbics, --juniper, --sfpcables, etc.)
Hype Cycle Engine enhancements:
- Data-driven enrichment from scraped vendor/price data
- Revenue lifecycle prediction (peak year, decline, revenue index)
- Regional adoption model (NA, China, APAC, Europe, RoW with lag coefficients)
- New API endpoints: /enriched, /lifecycle, /regional/:tech
DB growth: 89 → 1,168 transceivers, 0 → 416 prices, 6 vendors
Qdrant: 1,162 products embedded with nomic-embed-text
Research: Norton-Bass model, standards-to-market timelines, hype signals
2026-03-28 02:30:19 +13:00
Rene Fichtmueller
f48a809e40
feat: Phase 7 — Blog generator + scraper scheduler activation
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Blog draft engine generates structured markdown from all Qdrant
collections (products, news, FAQ, troubleshooting). Supports 4
topic types: hype_cycle, comparison, new_product, tutorial.
- routes/blog.ts: POST /api/blog/generate, GET/PUT endpoints
- ecosystem.config.js: Added tip-scraper PM2 process
- Scraper scheduler (pg-boss) now running on Erik with 8 job queues
- News scraper running every 6 hours on Erik
2026-03-28 00:32:08 +13:00
