Replace 260×60 sparkline with full 520×200 SVG line chart:
- Multi-vendor colored polylines (up to 8, MAGATAMA indigo palette)
- USD-normalized prices (EUR×1.08, GBP×1.27)
- Y/X axes with grid lines, date labels, price labels
- Hover vertical cursor + floating tooltip per-day vendor prices
- Click-to-toggle vendor legend
- 7d / 14d / 30d time range selector with live API re-fetch
- Current best prices table below the chart
- End-point dots per vendor line
E Buy-Now Intel 211k precomputed reorder signals surfaced,
filterable by form factor, signal strength bars
A Arbitrage 59k equivalence pairs + price data, FX vs comp
normalized to USD, sorted by savings %
B Switch Compat search 429 switches → compatible transceivers
with prices; 58k compatibility rows
C Supply Squeeze 4-signal detector: price momentum (30d vs 60d),
hype phase, AI cluster demand, stock pressure
D Dead Stock 7,297 dead-stock SKUs matched against ascending
hype phases (revival candidates)
5 new API endpoints: /api/procurement/reorder-top, /arbitrage,
/switch-compat, /supply-squeeze, /dead-stock-revival
Two new procurement sub-tabs backed by live database tables:
📦 Internal Demand (flexoptix_internal_demand, 8,585 SKUs):
- Velocity cards: fast_mover (70 SKUs, 53k units/12M), regular, slow, dead stock
- Filterable table with demand_12m, demand_3m, trend %, form factor
- GET /api/procurement/internal-demand — summary + paginated rows
🤖 AI Clusters (ai_cluster_announcements, 396 rows last 30d):
- Live datacenter build announcements with estimated transceiver demand
- Stats: total announcements, MW sum, distinct companies, total ~transceivers
- Filter for entries with transceiver estimates; time range selector
- GET /api/procurement/ai-clusters — data + period stats
Also: replaced misleading DEMO DATA banners on Reorder Signals and ABC
Classification sections with informational notes pointing to real data.
Equivalences Explorer:
- GET /api/equivalences — search 63k cross-brand mappings by part number/vendor
- GET /api/equivalences/transceiver/:id — all equivalences for a specific product
- GET /api/equivalences/stats — active count, unique products, avg confidence (93.9%)
- GET /api/equivalences/top-vendors — top 20 competitor vendors by coverage
- New "Equivalences" tab in dashboard with part-number search, vendor filter,
quick-click vendor chips, and results table with confidence coloring
- Transceiver detail modal: equivalences panel (Flexoptix alternatives or competitor
products), clickable rows, confidence percentage, orange highlight for FX products
Price History Charts:
- GET /api/price-history/:id?days=90 — daily min/max/avg per source vendor (392k obs)
- Transceiver detail modal: SVG sparkline chart per vendor, legend with latest prices,
range summary — loads async without blocking the modal
LinkedIn Distribution Status:
- GET /api/blog/linkedin/history — from blog_linkedin_distribution table
- Blog tab: LinkedIn status panel showing DRY_RUN badge, posted/dry_run/skipped/failed
stats, distribution history table with URN link to live posts
MCP Server — 2 new tools:
- find_equivalences: search 63k+ verified cross-brand mappings with confidence filter
- get_price_history: 392k+ observations, daily series, per-vendor analysis, cheapest source
- fetchUrlContent() now extracts OG/meta tags (og:title, og:description,
name="description", og:site_name) as fallback content for JS-rendered SPAs
- Returns spaDetected=true when body text < 300 chars after stripping scripts
- from-url endpoint skips gatherBlogData() product injection when SPA detected,
preventing fo-blog-v10 from defaulting to optical networking domain
- additionalContext now includes SPA warning instructing LLM not to default
to optical transceiver topics unless the page is actually about that
- generated_by in pipeline UPDATE query now uses active model name instead of
hardcoded 'fo-blog-engine-v7' (reads getLlmProvider().ollamaModel)
- Dashboard shows SPA warning toast when spa_detected=true in response
- Response now includes spa_detected field for client awareness
New POST /api/blog/from-url endpoint:
- Accepts url + topic in request body
- Fetches page server-side (no CORS, 20s timeout, redirect-follow)
- Strips script/style/nav/footer/svg; extracts readable text (~5000 chars)
- Extracts page title from <title> or <h1>
- Passes extracted content as structured additional_context to the
existing 16-step FO blog pipeline (same as manual generation)
- Returns immediately; LLM pipeline runs async
- Validated: smoke test fetched flexoptix.net/en/blog/, 5040 chars,
pipeline launched with llm_enhancing=true
New "🔗 Blog aus URL generieren" panel in dashboard:
- URL input (Enter key triggers generation)
- Blog-Typ dropdown (same 8 types as manual panel)
- Button shows loading state "⏳ Fetching…" during API call
- Status line shows extracted char count after success
- Reuses pollBlogLlm() for step-by-step progress polling
- Inline status field for error display without toast spam
Speed display: fix raw Gbps decimals → formatted labels
- 1600.00G → 1.6T (≥1000 Gbps converted to T)
- 400G → 400G (clean integer, no trailing .00)
- Helper function fmtSpeed() added in dashboard JS
Lagerbestand: add stock availability per transceiver
- getFlexoptixSuggestions() extended with LEFT JOIN LATERAL on
stock_observations (latest row per transceiver)
- Returns warehouse_de_qty, warehouse_global_qty, backorder_qty,
backorder_estimated_date
- Dashboard renders color-coded badges per row:
green = DE-Lager quantity
blue = Global-Lager quantity
yellow = Zulauf with estimated delivery date if available
- Badges hidden when all quantities are null/zero (graceful fallback)
Stock dashboard (index.html):
- Replace all [DEMO]/demo badges on warehouse data with "FS.com" source labels
(data was always real scraper data, never demo in the DB)
- Update subtitle: "Scraper-Lagermengen: DEMO DATA" → "Wettbewerber-Marktdaten"
- "Recently Restocked" badge: DEMO DATA → SCRAPER DATA
Switch detail (queries.ts):
- Fix getFlexoptixSuggestions: wavelength_nm → wavelength_tx_nm,
price_verified_usd → street_price_usd (column mismatch with live schema)
- DS5000 and other OSFP switches now show all 62 Flexoptix OSFP transceivers
with direct shop links in the detail modal
Hot Topics (hot-topics.ts):
- NOG Talks + News Article clusters now fetch summary/mentioned_vendors/
mentioned_products/mentioned_standards from news_articles table
- description field builds bullet-point list per article with summaries,
key vendors/standards (vs. 3 bare titles joined with "|" before)
- buildTopicBriefing() rewritten as structured LLM document with sections:
Market Signals (bullets), Recommended Angle, Market Context (buy signal,
technologies, impact horizon), Writing Instructions (600-900 words,
actionable, opinionated, no generic summaries)
CODEX-TASK-flexoptix-reference-matching.md — comprehensive plan to fix
zero-match gap for ATGBICS/NADDOD/10Gtek/ShopFiber24 (8.260+ products
with 0 Flexoptix equivalences).
Root cause: 30-day price_observation window excludes vendors whose
scrapers ran >30 days ago. Solution: catalog-reconcile robot (full
bulk match, no time limit), form_factor normalization (SQL 108),
30→90 day window fix in nightly matcher, on-demand API endpoint.
Expected: coverage from 22% → 45-60% after one reconcile run.
- scheduler: patch boss.schedule() to call createQueue() first (idempotent),
fixing FK constraint errors after DB reset — no need to touch 277 call sites
- index: registerWorkers() before registerSchedules() since boss.work() must
register handlers before schedules fire
- dashboard: fix switchBlogLlm() to use api() helper (adds Bearer auth token)
instead of raw fetch() which was returning 401 Unauthorized
- Add ids to Local Train buttons (sl-local-btn-tip, sl-local-btn-blog)
- Add _slLocalReady flag updated after status load
- _updateLocalTrainButtons() enables/disables buttons based on local.ready
- startSelflearningTrain() guards local provider with early check + helpful message
- Status banner shows checkmarks for RunPod/HF/Local config state
- API call: +&vendor=Flexoptix filter
- Section renamed to 'Flexoptix-Lösungen' with favicon
- Each row shows 'Shop ↗' link directly to flexoptix.net search
- 'Show all' button labeled 'Alle X Flexoptix-{FF}-Produkte'
- Primary button: flexoptix.net with form factor filter
- Empty state: friendly message when no Flexoptix products yet
Standards tab now has two sub-tabs:
- Standards: existing table (default)
- Formfaktoren: full-page grid with search/family/status filters
Form factor detail panel (openFormFactorDetail) rebuilt as async:
- Mini inline hype cycle curve SVG with dot at exact position
- Buy signal per form factor (BUY_NOW / CONSIDER / WAIT / HOLD / AVOID)
- Typed use-case bullets per form factor (20 mapped)
- Top-10 transceiver mini-list (live fetch from /api/transceivers?form_factor=)
- Clicking a transceiver row opens its full detail panel
- Supersedes chain as clickable badges (navigate to that form factor)
- flexoptix.net search link
FF_HYPE data: curated hype cycle positions for all 20 form factors
FF_USE_CASES: tailored use case lists per form factor
filterFormFactors: now also filters by search text + status dropdown
- Migration 100: adds `description` column to standards (plain-language
DE·EN for non-technical colleagues), fills all 63 standards incl.
complete 200G tier (SR4/DR4/FR4/LR4/ER4/CR4), copper DAC variants,
PON family (GPON/XG-PON1/NG-PON2/25G-PON), 1.6T emerging standard
- Migration 101: new form_factors table — 20 entries covering SFP family
(SFP→SFP112), QSFP family (QSFP+→QSFP-DD800), OSFP family (OSFP→OSFP224),
CFP family, legacy XFP/CXP with full_name, speed, channels, status,
supersedes chain, and bilingual plain-language descriptions
- GET /api/form-factors — new endpoint, returns all form factors with
transceiver_count join
- GET /api/form-factors/:name — single form factor detail
Dashboard Standards tab:
- DB description shown as subtitle in standards table rows
- Full DE + EN description in standard detail panel
- New Form Factors grid section with status badges, speed, channel info,
family color coding, supersedes chain
- openFormFactorDetail() panel with full specs + transceiver link
- Search extended to match description + notes fields
JWT auth + RLS is the real security boundary. IP check was blocking legitimate
dashboard users accessing via Cloudflare tunnel (X-Forwarded-For = real user IP,
not 127.0.0.1). Added /api/internal/demand/stock-analysis: demand × live stock
combined analysis with reorder_urgency, coverage_days_de, momentum_ratio.
Dashboard: new Demand × Live Stock Analyse panel with critical/low/ok/overstock chips.
- Migration 099: flexoptix_internal_demand table with RLS + v_demand_by_speed view
- Import script: AES-256-CBC decrypt → parse 8585 SKUs → upsert with velocity class
- 279 SKUs cross-referenced to transceiver catalog; 1288 with real demand data
- New /api/internal/demand/* routes (by-speed, velocity, hype-weights, forecast-input)
— protected by JWT auth + localhost/LAN IP restriction middleware
- Forecast engine calibrated with real Flexoptix run-rates (demand_calibrated flag)
- Dashboard: real Flexoptix Sales Velocity panel replaces DEMO DATA in Warehouse tab
with momentum indicators, velocity class breakdown, trend arrows
- Security: data stays on private server; RLS enforces is_internal=TRUE at DB layer
Replace placeholder models (93180YC-FX3, 7280R3A, QFX5120 — not in DB) with
the real seeded switches: N9K-C9364C, 93600CD-GX, 7060CX2-32S, QFX5130-32CD, SN5600
- Fix OSFP-DR8-1.6T-FL and OSFP-2FR4-1.6T-FL: speed_gbps was 200, now 1600
→ FS.com 1.6T products now correctly match as comparables for Flexoptix O.1316T.C.05.M
- API: extend comparable price query to return comp_form_factor, comp_speed_gbps,
comp_reach_meters, comp_reach_label, comp_fiber_type, comp_wavelengths
- Dashboard: replace plain comparable price row with side-by-side spec comparison card
showing Flexoptix vs. competitor: Form Factor, Speed, Reach, Fiber, Wavelengths
with color coding (green=match, orange=mismatch) and savings badge (−45% günstiger)
- client.ts: add claude-code provider routing BLOG_LLM_PROVIDER=claude-code
to claude-bridge (flat-rate, no API billing via Claude Code subscription)
- checkHealth() now pings /health on claude-bridge for real availability check
- Default OLLAMA_LLM_MODEL changed from qwen2.5:14b to fo-blog-v5
- Dashboard: add claude-code card (EMPFOHLEN), rename fo-blog-v3 → fo-blog-v5
- loadBlogLLMStatus() handles all 3 providers: claude-code/anthropic/ollama
- Grid expanded from 3 to 4 columns to accommodate new card
- ecosystem.config.js + .env on Erik: OLLAMA_LLM_MODEL=fo-blog-v5 confirmed
Both generateBlog() and generateBlogManual() were calling
POST /api/blog/generate without an Authorization: Bearer header.
The requireAuth middleware correctly returned 401, which appeared
as 'Unauthorized — please log in' toast in the dashboard.
Fix: read loadToken() before each fetch and include the token in
the Authorization header. Also add r.status===401 guard to redirect
to login page when token expires, instead of showing error toast.
Replace hard-coded purple/green colors with theme CSS variables.
Dark code blocks (#1e1e1e bg), orange accent for active borders/badges,
dark green for status text, amber for warnings — all readable on white.
Shows active model (fo-blog-v3-qwen7b / claude-sonnet-4-6 / qwen2.5:14b),
live status from /api/blog/llm/status, ratings, config instructions,
and highlights which model is currently active.
- 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)
- Price column now shows price_verified_eur (in EUR, dimmed) when street_price_usd is null
Fixes: FS.COM products showing dash while being marked fully verified
- Badge logic now requires visible price AND image_verified AND details_verified
No more badge when price displays as dash — all requirements must be visually present
- 'Post on blog.fichtmueller.org' → publishes via Ghost Admin API
- 'Post on LinkedIn' → modal with text + copy + open LinkedIn
- Ghost integration: TIP Blog Engine (JWT auth, mobiledoc format)
