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7 Commits

Author SHA1 Message Date
Rene Fichtmueller
8c6df1028d merge: reconcile Erik-deployed fixes with Gitea feature branch (origin/main) 
Merges 28 Gitea commits (Transceiver Academy, dashboard features A-P, equivalence
matchers OPN/spec, Abverkauf velocity engine, Flexoptix detail sync, SQL 111-118,
MCP equivalences tool, training data) with 22 Erik-local commits (price chart,
fmtSpd, supply-squeeze per-SKU fix, research-robot actions, NADDOD warehouse,
FS competitor stock, reorder bloat fix, flexoptix empty-token fix, vendor
reliability, blog WireGuard failover).

Only 2 files changed on both sides; ort auto-merged both cleanly. Manually
resolved a resulting duplicate GET /api/hype-cycle/market-signals: kept the
Erik handler (technologies+marketSignalScore+drivers+globalContext, matches the
merged dashboard), removed the Gitea Multi-source variant (preserved in history).

All 3 packages build with 0 TS errors. Safety: branch erik-pre-reconcile-20260607,
bundle _RECON_full-backup-20260607.bundle (also on Fearghas), bulk-price WIP in
stash@{0}, untracked SQL backed up to _RECON_untracked_sql_20260607/.
 2026-06-07 05:01:32 +00:00
Rene Fichtmueller
b720afc92c feat(hype-cycle): add /market-signals endpoint (data-driven per-tech signal score + drivers + recommendation) 2026-06-04 20:47:30 +00:00
Rene Fichtmueller
10d13633fb feat: dynamic hype cycle + market signal engine + eBay/CapEx panels 
6-source composite Market Signal Score (0-100) per transceiver technology.
New GET /api/hype-cycle/market-signals blends: Norton-Bass hype_score,
hyperscaler CapEx YoY (MSFT +68.8%, GOOG +107%, META +46.8%), price
observation activity ratio 30d vs prior 30d, AI cluster transceiver demand,
eBay secondary market sell-through velocity, internal fast-mover trend.
All 6 queries run in parallel via Promise.all().

Recommendation engine maps hype phase × capex boom × speed class →
Buy/Hold/Watch labels with tooltips. Dashboard Hype Cycle table now shows
Market Signal ● LIVE column + Recommendation column. Hyperscaler CapEx
panel + eBay panel added to hype tab. Procurement: new eBay Market section.
Sourcing Hype Cycle replaced hardcoded seed with live price observation data.
 2026-05-14 16:17:52 +02:00
Rene Fichtmueller
b88a6e28cf feat: /api/hype-cycle/analysis endpoint — DB-backed Bass-fitted results from hype_cycle_analysis table 2026-04-18 00:11:08 +02:00
Rene Fichtmueller
814325b349 feat: dashboard v2, blog expansion, market/cable MCP tools, switch asset scrapers, scraper utilities 2026-03-30 08:07:12 +02:00
Rene Fichtmueller
70447def02 feat: massive scraper expansion + hype cycle engine + lifecycle prediction 
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
eb875f37d2 feat: Phase 3 — Norton-Bass Hype Cycle Engine 
Implements the full Norton-Bass Multigenerational Diffusion Model for
transceiver technology lifecycle forecasting.

Math: Bass diffusion F(t) + logistic adoption S(t) = L / (1 + e^(-k(t-t0)))
Parameters: p (innovation ~0.03), q (imitation ~0.3-0.5), m (market potential)

Phase Classification Engine (composite score):
  30% Port shipment share + 20% ASP decline rate + 15% Standards maturity
  + 15% Interop validation + 10% Vendor trajectory + 10% Media sentiment

11 technologies tracked: 1G → 10G → 25G → 40G → 100G → 400G → 800G → 1.6T
  + CPO, LPO, 400ZR Coherent
5-year adoption forecast per technology

API: GET /api/hype-cycle (all) + GET /api/hype-cycle/:tech (detail)
Live: https://transceiver-db.context-x.org/api/hype-cycle
 2026-03-27 23:35:57 +13:00