143 Commits

Author SHA1 Message Date
Rene Fichtmueller
69ef507d8a fix: scrapers status endpoint — correct table and column names
- Replace vendor_slug → vendors.slug via JOIN (column doesn't exist on transceivers)
- Replace competitor_prices + ebay_listings → price_observations (correct table)
- Replace market_intelligence → knowledge_base in status DB stats (table exists, 73 rows)
- price_observations columns: transceiver_id, price, time (not part_number/price_eur/scraped_at)
- Result: 5602 transceivers, 359 vendors, 465 switches, 4252 prices, 73 KB entries all visible
2026-04-02 15:24:18 +02:00
Rene Fichtmueller
e3b53343d4 fix: crawler intelligence hot topics now reads market_intelligence table
- Fix trend_score → relevance_score (correct column name in news_articles)
- Hot Topics source: market_intelligence table (not news_articles)
  → 15 items immediately available (capex_cycle, supply_chain, standards, etc.)
- KB summary: grouped by intel_type with count + top_relevance + latest date
- knowledge_base table ref → market_intelligence in /api/health status query
- Hot topics cards: intel_type badge + buy_signal_implication + score %
- Dashboard KB table: Intel Type / Items / Top Relevance / Latest columns
2026-04-02 15:22:09 +02:00
Rene Fichtmueller
6a89b5468b fix: smart tooltips that flip above/below based on viewport position
Replace static CSS ::after tooltips with JS-powered smart tooltips.
Tooltips now detect available space above/below and flip accordingly,
and clamp horizontally to viewport bounds. Hide on scroll.
2026-04-02 13:03:51 +02:00
Rene Fichtmueller
fe81b27248 fix: correct import paths in index-pi.ts (fs-com, tenGtek, utils/forecast-engine) 2026-04-02 09:36:51 +02:00
Rene Fichtmueller
6ccaa03932 feat: add index-pi.ts with all 44 workers for Pi fleet scraper nodes
Complete Pi scraper entry point covering all pricing, catalog, compat,
intelligence and prediction signal scrapers. Includes 5 new form-factor
coverage scrapers (comms-express, router-switch, multimode-inc,
optictransceiver, wiitek). Erik runs only API+DB, all scraping on Pis.
2026-04-02 09:34:05 +02:00
Rene Fichtmueller
f146ac873e feat: add 5 form-factor coverage scrapers with worker registrations
Add Comms-Express, Router-Switch.com, Multimode Inc, OpticTransceiver.com,
and Wiitek scrapers covering CFP2-DCO, CFP4, OSFP224, QSFP112, CXP, GBIC,
XENPAK, CSFP, SFP-DD, SFP56, QSFP56 and other previously-uncovered form
factors. Each scheduled every 8h. Worker registrations added to scheduler.

Also export db alias in utils/db.ts to fix eBay enricher + community scrapers
crashing with 'Cannot read properties of undefined (reading query)'.
2026-04-02 08:39:17 +02:00
Rene Fichtmueller
b7613538bf fix: remove internal IPs, ports, tokens from changelog entries 2026-04-02 08:16:48 +02:00
Rene Fichtmueller
b313522a2a chore: changelog entry for auth feature 2026-04-02 07:32:40 +02:00
Rene Fichtmueller
a066300cf2 feat: password-protected login page + API auth middleware
- POST /api/auth/login: HMAC-SHA256 signed 7-day token, password from DASHBOARD_PASSWORD env
- GET /api/auth/verify: stateless token validation
- requireAuth middleware applied to all /api/* routes (except /api/health + /api/auth)
- /dashboard/login.html: dark TIP-themed login page with show/hide password toggle
- index.html: auth guard redirect to login + Authorization header on all api() calls
- No secrets in code — password stored in .env only
2026-04-02 07:31:15 +02:00
Rene Fichtmueller
dba4c80e2f chore: update CHANGELOG_PENDING with Pi fleet + prediction intelligence system entries 2026-04-02 02:14:45 +02:00
Rene Fichtmueller
370c1d8801 feat: 6 prediction signal scrapers + forecast engine
New scrapers (all registered in pg-boss, 50 total jobs):
  - sec-edgar.ts       : SEC EDGAR XBRL API — hyperscaler CapEx from 10-Q/10-K
  - github-signals.ts  : GitHub Search/Stats API — tech adoption metrics weekly
  - ebay-velocity.ts   : eBay completed listings — sold count + price distribution
  - ai-clusters.ts     : RSS feeds (6 sources) — AI cluster & DC announcements
  - distributor-leads.ts : Mouser, Digi-Key, RS Components — lead time + stock
  - standards-tracker.ts : IEEE 802.3, OIF, IETF — draft/ballot/published status

New utilities:
  - forecast-engine.ts : Weighted signal aggregator → demand_index + price_direction
    6 signal types, 4 horizons (3/9/12/18 months), 5 technologies tracked

New DB tables (migration 022):
  hyperscaler_capex, distributor_lead_times, github_tech_signals,
  marketplace_velocity, ai_cluster_announcements, standards_activity,
  forecast_signals

Schedules:
  - EDGAR: weekly Mon 06:00
  - GitHub: weekly Sun 05:00
  - eBay velocity: every 12h
  - AI clusters: every 4h (news-speed)
  - Distributor leads: daily 03:30
  - Standards: weekly Wed 04:00
  - Forecast engine: daily 08:00 (after all nightly scrapers)
2026-04-02 02:02:44 +02:00
Rene Fichtmueller
c156e8d9f6 feat: download datasheets + manuals to Fearghas NAS in nightly sync
- downloadDocuments(): fetches PDFs from product_documents and documents tables
  using curl, organises into switches/ transceivers/ whitepapers/ other/ subdirs
- Integrated into runNightlyNasSync() — runs after JSON exports
- rsync incremental — only new/changed files transferred
- NAS dir structure: /volume1/tip-data/datasheets/{switches,transceivers,whitepapers,other}
- max-filesize 50MB guard per file
2026-04-02 01:47:16 +02:00
Rene Fichtmueller
5abe6397c4 feat: add logger utility + WireGuard setup in pi-scraper-setup.sh
- utils/logger.ts: minimal console-based logger (debug/info/warn/error)
  used by community-issues and ebay-enricher scrapers
- scripts/pi-scraper-setup.sh: step 7 adds optional WireGuard setup
  (pass WG_PRIVKEY + WG_ADDR env vars) — connects Pi to Erik for DB access
  auto-detects dead ethernet and routes WG traffic via working interface
2026-04-02 01:42:25 +02:00
Rene Fichtmueller
072978f1a4 feat: 24/7 scraping fleet — 8 new vendors + continuous schedule + Pi setup
New scrapers (8):
- BlueOptics (EUR, every 4h)
- ShopFiber24 (EUR, every 4h)
- T&S Communication (USD, every 4h)
- SmartOptics (catalog, every 8h)
- HUBER+SUHNER (catalog, every 8h)
- Skylane Optics (USD, every 4h)
- AscentOptics (USD, every 4h)
- GAO Tek (USD, every 4h)

Scheduler: nightly window → 24/7 continuous (42 jobs total)
- Playwright scrapers: every 8h (FS.com, 10Gtek, ATGBICS, ProLabs)
- Fetch/Cheerio: every 4h (11 lightweight vendors)
- Flexoptix catalog: every 2h (primary price source)
- eBay enrichment: every 6h
- Compatibility matrices: every 12h
- Compute jobs: every 4h

Pi fleet: scripts/pi-scraper-setup.sh for one-command Pi node setup
2026-04-02 01:09:05 +02:00
Rene Fichtmueller
1c1fb28189 fix: pre-create Crawlee subdirs to prevent ENOENT race in withIsolatedStorage
Remove orphan schedules (addon/naddod/qsfptek) that had no registered workers.
Pre-create request_queues/default, datasets/default, key_value_stores/default
before each scraper run to avoid ENOENT when Crawlee tries to write lock files.
2026-04-02 00:45:48 +02:00
Rene Fichtmueller
bb80e8bbe6 feat: tag all demo data with purple 'Demo Data' badge in Procurement Intelligence
- Added is_demo BOOLEAN column to market_intelligence, product_lifecycle_events, abc_classification, reorder_signals
- All 370 existing seed rows (021-procurement-demo-data.sql) marked is_demo=true
- Dashboard shows purple 'Demo Data' badge on:
  - Reorder signal card product names
  - ABC classification table product cell
  - Market Intelligence card titles
  - Lifecycle Events card titles
- Badge tooltip clarifies data is sample-only, not real market data
2026-04-01 23:41:40 +02:00
Rene Fichtmueller
4f8170dc36 feat: register ALL scrapers in nightly 00:00-08:00 window (30 jobs)
Previously missing from scheduler:
- Champion ONE, Fluxlight, GBICs, SFPCables pricing
- Juniper HCT, SONiC HCL, Ufispace, Edgecore compatibility
- Flexoptix supported vendors
- Switch assets enrichment

Full nightly sequence now covers every scraper in the fleet.
All jobs staggered with 15-30 min gaps to respect vendor rate limits.
2026-04-01 23:39:08 +02:00
Rene Fichtmueller
3e780ce6b7 feat: add tooltips throughout Procurement Intelligence tab + rename nav
- Rename nav tab and sub-nav from 'Procurement Intel' to 'Procurement Intelligence'
- Add data-tip tooltips to all 8 ABC table column headers
- Add title attributes to signal badges, ABC class badges, supply risk, stock/price/lead trend spans, signal strength bar
- Add hover descriptions to Market Intelligence type icons, buy signal badges, technology tags, impact horizon, source
- Add hover descriptions to Lifecycle Events type icons, buy signal badges, impact level, effective date
- Tooltips explain business meaning of every data point (e.g. ABC classification formula, demand score composition, supply risk levels)
2026-04-01 23:32:01 +02:00
Rene Fichtmueller
af69040070 fix: procurement demo data — correct schema column names for all 4 tables 2026-04-01 23:16:50 +02:00
Rene Fichtmueller
48218a553d feat: nightly scraper window 00-08 + NAS Fearghas sync + procurement demo data
- All scrapers now run nightly 00:00-08:00 (staggered, every day)
- NAS sync module: rsync JSON exports + weekly pg_dump to Fearghas via WireGuard
- 07:45 daily: price_observations, switches, transceivers, signals, issues exported as JSON
- Migration 021: 200 ABC classifications, 150 reorder signals, 300 stock snapshots demo data
- 9 market intelligence entries (LightReading, FierceTelecom, Farnell, Mouser, EU TED, Arista)
- 6 lifecycle events (ZR, 800G OSFP, 100G DR4 price floor, SFP-10G-SR EOL)
2026-04-01 23:07:26 +02:00
Rene Fichtmueller
732d7c3246 fix: switch seed lifecycle_status casing (Active not active) 2026-04-01 22:50:10 +02:00
Rene Fichtmueller
4020ec77d9 feat: product intelligence layer — eBay enricher, community issues, datasheets+manuals API
- Migration 020: product_issues table, condition/marketplace on price_observations, features JSONB
- eBay enricher: switch features/description/refurb prices + transceiver condition pricing
- Community issues scraper: Reddit/ServeTheHome/Arista/Cisco community bug reports
- 7 pre-seeded issues (DCS-7800R3, SG350, QFX5120, CRS326, USW-Pro etc.)
- API: /switches/:id/issues + /switches/:id/documents endpoints
- Dashboard switch modal: features from DB, description, eBay refurb price, issues+docs async
- Datasheet finder for Arista/Cisco/Juniper/HPE vendor pages
- Scheduler: 4 new jobs (ebay enrichment nightly, community issues weekly)
2026-04-01 22:46:27 +02:00
Rene Fichtmueller
64074f988f feat: SMB/campus switch seed 26 models (Cisco/HPE/Ubiquiti/MikroTik/Netgear/Zyxel) + fix forecast.ts fiveYearProjection accessor 2026-04-01 22:34:58 +02:00
Rene Fichtmueller
4b1734379a fix: Finder 404 shows helpful message + fuzzy switch name matching
- api() helper now parses JSON body on non-2xx responses so error.suggestion
  is available in catch blocks
- runFinder() catch shows 'Switch not found' + suggestion instead of 'Error: HTTP 404'
- finder.ts: normalized search (removes hyphens/spaces) + token-based fallback
  so 'sg350-28' → 'SG350-28', 'N9K-C93180' → Nexus 93180, etc.
2026-04-01 22:17:07 +02:00
Rene Fichtmueller
dad4750a86 feat: Changelog — CHANGELOG_PENDING.md, /api/changelog route, Overview tab widget
- CHANGELOG_PENDING.md: 26 entries from v0.1.0 to today in JSON-line format
- GET /api/changelog: parses and serves entries as JSON array
- Overview tab: changelog card with type badges (FEAT/FIX/UI/DATA/AI/INFRA),
  dates, show recent/all toggle
2026-04-01 22:14:14 +02:00
Rene Fichtmueller
681da54523 feat: Procurement Intelligence Engine (WS0c)
- Migration 019: stock_snapshots, abc_classification, reorder_signals,
  product_lifecycle_events, market_intelligence, crawler_llm_log tables
- Seeded 7 market intel events (OFC 2026, AWS/Azure CapEx, Coherent lead times,
  EU TED tenders, ECOC 2026, IEEE 802.3df)
- Seeded 4 lifecycle events (Cisco SFP-10G-LR EOL, Juniper EOL,
  400ZR ratified, 800G MSA draft)
- Crawler LLM: core.ts (Ollama-based extractor), stock-schema.ts (typed schemas
  + vendor profiles for Flexoptix/FS.com/10Gtek/ATGBICS/ProLabs/Farnell/Mouser),
  validator.ts (rule-based sanity checks + cross-validation)
- market-intelligence.ts scraper: OFC/ECOC, LightReading, IEEE 802.3, EU TED,
  Farnell/Mouser lead times, FierceTelecom — weekly via pg-boss
- computeAbcClassification(): dynamic A/B/C classification from price obs +
  compat count + vendor breadth
- computeReorderSignals(): buy_now/wait/hold/monitor with reasons + signal strength
- API: GET /api/procurement/overview|signals|signals/:id|abc|market-intel|
  stock-trends/:id|lifecycle
- Dashboard: Procurement Intel tab with Reorder Signals, ABC table,
  Market Intel cards, Lifecycle Events
2026-04-01 22:04:33 +02:00
Rene Fichtmueller
480decd307 fix: detect+warn garbage product names, add DB cleanup migration 018
- isGarbageName(): detects scraped-slugs, 'All Optical Transceivers', 'Compatible NNGbps...',
  generic form-factor descriptions with no real SKU
- Panel title priority: real standard_name → part_number → description → constructed from specs
- Details warning shown when details_verified = false (amber banner)
- sql/018: marks garbage entries as data_confidence='garbage' for future DELETE
2026-04-01 21:26:13 +02:00
Rene Fichtmueller
7b14ac4bbe fix: panel-title shows proper manufacturer name, not auto-generated slug
- isSlugLike() detects 'scraped-...' and lowercase-only-dash strings
- Priority: standard_name (if real) → part_number (if real) → description → constructed name
- Avoids showing 'scraped-o-czz8hg-z-a' as product title
2026-04-01 21:23:18 +02:00
Rene Fichtmueller
33c417cf21 fix: comparable price rows same layout as direct prices, part number as tooltip 2026-04-01 21:17:41 +02:00
Rene Fichtmueller
7fd9fd3c8a 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
c23b9f68ce fix: verification bar white text, pricing removes unverified fallback
- 100% VERIFIED bar: checkmarks now rgba(255,255,255,0.92) instead of #2d6a4f (was invisible on green bg)
- Pricing: only show prices with real URL; no MSRP/estimated fallback
- Verified badge only if observed within 7 days; older prices shown without badge
2026-04-01 21:04:42 +02:00
Rene Fichtmueller
f91d2a15b9 feat: switch Flexoptix recommendations, switch verified labels, stronger verification check
- getCompatibleTransceivers: adds vendor_name, price, verification fields; Flexoptix sorted first
- Switch detail: data quality bar (Image/Product Page/Datasheet confirmed)
- Switch detail: Flexoptix Recommended section with prices, verified badges, shop links
- Switch detail: other vendors section shows 100% badge on slugs
- Transceiver detail: verification condition explicit === true (cache-safe)
- Transceiver detail: fallback text when no verification data exists yet
2026-04-01 20:59:30 +02:00
Rene Fichtmueller
3811b3b953 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
cd48eee316 fix: panel close button dark on light background 2026-04-01 20:39:50 +02:00
Rene Fichtmueller
fe81c2d19d feat: visible close button, product name above image, SKU + descriptive name in list
- Panel close button: high-contrast rgba background, 38px, bold ×, shadow
- Detail view: full product name (SKU + description) shown above image
- List view: NAME column shows part_number on line 1, descriptive name line 2
- txDescName() helper builds name from description field or constructs from specs
2026-04-01 20:02:52 +02:00
Rene Fichtmueller
2b683dadfb feat: Verified Price + 100% Verified stamp system
DB (017-verification-tags.sql):
- New columns: price_verified, price_verified_eur, price_verified_url, price_verified_at
- New columns: image_verified, details_verified, fully_verified, fully_verified_at
- compute_transceiver_verification(uuid): per-product verification logic
  • price_verified: real scraped URL + price > 0 + observed in last 30 days
  • image_verified: R2 stored OR image_url from known vendor CDNs (flexoptix.net, fs.com, etc.), no placeholder
  • details_verified: product_page_url + all core fields (form_factor, speed, reach, fiber_type, part_number) populated
  • fully_verified: all three true simultaneously
- recompute_all_verification(): bulk recompute, returns stats
- Initial run: 3575 price_verified, 1173 image_verified, 1380 details_verified, 258 fully_verified
- Indexes on price_verified, fully_verified for fast filtering
- v_verified_products view

API finder.ts:
- SELECT now includes all verification fields
- Response maps: price_verified, price_verified_eur, price_verified_url, image_verified, details_verified, fully_verified

API health.ts:
- verification block: counts + coverage percentages in /api/health

Dashboard Finder:
- 'Verified Price': green checkmark ✓ next to price, tooltip explains source
- '100% Verified' stamp: dark green gradient badge top of card, card gets green border
- 'price source ↗' link to original scraped URL
- Summary bar: 'X × 100% Verified · Y with verified prices'
2026-04-01 17:43:48 +02:00
Rene Fichtmueller
6a6a22d303 feat: Switch→Transceiver Finder tab in dashboard
- New 'Finder' tab between Switches and Blog Engine
- Search by switch model (free text), filter by speed
- Quick-access buttons: Nexus 93180, Nexus 9332D, Arista 7280R3A, Juniper QFX5120
- Results grouped by speed class (400G QSFP-DD, 100G QSFP28, etc.)
- Shows: part number, vendor, reach, fiber type, connector, verified price, stock status
- Flexoptix products highlighted with orange left border + FLEXOPTIX badge
- Buy link → flexoptix.net for each result
- Uses existing /api/finder endpoint with 33,993 compatibility entries
2026-04-01 17:30:49 +02:00
Rene Fichtmueller
174078efdb feat: 100% verified data — no invented prices, part numbers, or designations
gatherBlogData():
- Fetches real prices from price_observations (last 30 days) per product
- Filters transceivers by speed extracted from topic keywords
- Enriches every product with verified_prices array + has_verified_price flag
- Joins DB products with vector search results (DB first — they have real prices)

contextData injection (blog.ts):
- [PRODUCT] lines: exact standard_name, form_factor, speed, reach, connector, dBm specs, Watts
- [VERIFIED PRICE] lines: real EUR/USD price, vendor, observed date, source URL
- [NO VERIFIED PRICE IN DB]: explicit tag — LLM must not invent a number
- [NO PRODUCT DATA AVAILABLE]: fallback when DB returns nothing

fo-blog-pipeline.ts system prompt:
- DATA INTEGRITY RULES block: prices/part numbers/vendors ONLY from context
- Never approximate with ~€350 or 'typically $200-600' for specific products
- Power specs only from [PRODUCT] data or REFERENCE VALUES

STEP4 context instructions:
- Explicit rules on how to use [VERIFIED PRICE] vs [NO VERIFIED PRICE]
- Invented data = HARD FAIL in QA

STEP9 QA — 3 new hard fail checks (30, 31, 32):
- Check 30: invented prices → remove or replace with flexoptix.net reference
- Check 31: invented part numbers → remove, use class name instead
- Check 32: invented vendor names → remove if not in known list
2026-04-01 17:27:55 +02:00
Rene Fichtmueller
ee8b3c0779 feat: hot topics daily rotation — 30+ topic pool, seeded shuffle, next-refresh countdown
- Expanded research pool to 9 topics (was 3), evergreen to 12 (was 3)
- Conference topics: added Photonics West, CIOE, NFOEC follow-up, year-end review
- Standards topics: 3 rotating variants (IEEE tracker, SFF-8024 registry, OIF CEI-112G)
- seededShuffle(): day-of-year as seed — stable within the day, different every day
- API response adds refreshes_at (next midnight UTC) for frontend countdown
- Dashboard subtitle shows 'rotates daily · next refresh in Xh'
- Hot topic cards now pass full title + angle into generateBlog() correctly
2026-04-01 11:12:38 +02:00
Rene Fichtmueller
580df8be01 blog: calibration v8 — AI phrasing blacklist, STEP8 6-step rewrite, Flexoptix author identity
- STRICTLY FORBIDDEN section: comprehensive AI phrasing blacklist (leverage, utilize,
  Furthermore, robust, seamless, delve into, in conclusion, etc.)
- STEP8 rewritten into 6 structured steps: hunt AI words, break rhythm, add human element,
  fix label formats, structural cleanup, ensure Flexoptix identity
- Banned sentence structures added (parallel triplets, same-length paragraphs)
- STEP6 author identity: reader should know this came from Flexoptix
- Version bump to 0.3.0
2026-04-01 00:43:38 +02:00
Rene Fichtmueller
52a04129e2 blog: calibration v7 — remove Cause/Fix/Example labels, integrate as prose narrative 2026-04-01 00:10:50 +02:00
Rene Fichtmueller
6b77b18842 fix(blog): extract article from QA, status badge ready/step X/10, calibration v6 Flexoptix balance 2026-03-31 23:52:56 +02:00
Rene Fichtmueller
ef0b0bb148 fix(llm): add 429 retry with exponential backoff + ollamaQueue concurrency guard 2026-03-31 21:45:46 +02:00
Rene Fichtmueller
01ad16464d blog: calibration v5 — anti-consulting-prose, correct loss budget math, vendor lock-in specifics 2026-03-31 21:26:39 +02:00
Rene Fichtmueller
ea554ebd6f security: remove hardcoded secrets from ecosystem.config.js, add example template 2026-03-31 20:36:33 +02:00
Rene Fichtmueller
58a26116b1 fix(blog): 3s delay between queued LLM pipelines to prevent nginx 429 bursts 2026-03-31 19:40:40 +02:00
Rene Fichtmueller
45abd15fe4 blog: calibration v4 — technical accuracy + structure limits
- Fix SR4/DR4 fiber count: both use 8 fibers (4TX+4RX), difference is MMF vs SMF
- Fix power per port: 400G=10-15W/port, 800G=15-25W/port (not 1kW/port)
- Fix pricing context: always distinguish OEM ($1-5K) vs compatible ($200-600)
- Add HARD RULES 15-21: fiber count, power, pricing, no markdown headers,
  max 6 sections, no repeated topics, flow over format
- Add QA CALIBRATION FAILS 16-21: same rules enforced at QA step
- Add fiber/power reference tables with correct values
- Strip markdown (##/###/####/**) from all output — plain text only
- Add Style B gold example (10/10 validated prose article)
- Update STEP5 reality injection with correct SR4→DR4 description
- Update STEP8 kill-AI-tone to strip markdown headers + merge duplicates
2026-03-31 17:27:51 +02:00
Rene Fichtmueller
315a988775 feat(blog): add Style B prose calibration — 10/10 narrative flow standard
- CALIBRATION_GOLD_STANDARD now covers two validated styles: A (structured) and B (prose)
- Style B: no headers, no bullets, 1-3 sentence paragraphs, reframe ending
- STEP8_KILL_AI_TONE: prose conversion option for over-structured articles
- STEP4_MASTER_DRAFT: explicit style choice instruction (A vs B based on angle)
- Gold standard includes exact prose rhythm patterns from 10/10 human-reviewed article
- Wrong patterns expanded: symmetric sections, checklist endings, transition clichés
2026-03-31 16:48:10 +02:00
Rene Fichtmueller
f71ef2b20c feat(blog): regenerate button, SEO hashtags, calibration engine v2
- POST /api/blog/:id/regenerate — re-runs full 10-step LLM pipeline on existing draft
- Regenerate button visible when quality_issues present or status=review
- SEO keywords now displayed as clickable #hashtags (copy-to-clipboard)
- fo-blog-pipeline: added PoE misuse, DR4 mislabeling, ZR/DR4 conflation as hard QA fails
- fo-blog-pipeline: 14 hard rules in system prompt (was 10)
- fo-blog-pipeline: CALIBRATION_GOLD_STANDARD + withCalibration() from 10/10 human review
- System prompt now includes gold standard example on every pipeline run
2026-03-31 16:46:25 +02:00
Rene Fichtmueller
12d12aab4f feat(v0.2.6): hot topics + pipeline lock + blog delete + clean external JS
Hot Topics:
- Dynamic topics from /api/hot-topics loaded in Blog Engine tab
- 7 data sources (prices, competitors, hype cycle, news, conferences, research, evergreen)
- Urgency badges: BREAKING (red), HOT (orange), TRENDING (yellow), EMERGING (green)

Pipeline Lock:
- Only 1 generation at a time, 'Pipeline Busy' toast on double-click
- Progress bar with step names (external hot-topics.js, no inline hacks)

Blog Delete:
- DELETE /api/blog/:id endpoint
- Delete button (✕) on each blog in list
- 'Delete All Templates' button to clean up test drafts

Fix: dashboard JS extracted to external hot-topics.js to avoid sed quote hell
2026-03-31 09:54:33 +02:00