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51 Commits

Author SHA1 Message Date
Rene Fichtmueller
85b9803463 data: add image migration 087 — Cisco A9K license-variant reuse (3 models) 
A9K-4HG-FLEX-FC, A9K-8X100G-LB-TR, A9K-4X100GE base: all share identical
hardware with previously-covered -TR/-SE siblings. FC/SE/TR are Cisco
software license suffixes on the same physical line card. Coverage: 595 → 598.
 2026-04-21 22:20:19 +02:00
Rene Fichtmueller
cd8d7e816f data: add image migration 086 — Asterfusion/Arista/Ruckus/misc (8 models) 
CX732Q-N + CX564P-N (Asterfusion, official WP CDN), 7130-48LB (Arista,
Alta Technologies reseller), ICX 7850-48FS (Ruckus, networktigers.com),
E810-CQDA2 (Intel, ESAITech CDN), FSP 3000 CloudConnect (Adtran/ADVA,
nwrusa.com), MediorNet MicroN UHD (Riedel, riedel.net fileadmin CDN),
nGeniusONE InfiniStreamNG (Netscout, netscout.com Pantheon CDN).
Coverage: 587 → 595 (87.5% → 88.7%).
 2026-04-21 22:13:54 +02:00
Rene Fichtmueller
219b00523f data: add image migration 085 — mixed straggler batch (9 switches) 
New coverage: N540-24Q2C2DD-SYS (Cisco TD CDN), Apollo 9900 Series /
Ribbon (ribboncommunications.com), Seastone2 / Midstone-200i / Celestica
(servethehome.com + celestica.com/uploadedImages), RA-B6510-48V8C / Ragile
(Micas ODM equiv, BigCommerce CDN), QuantaMesh T7064-IX1D / QCT (IX4
EOL family image). CDN upgrade: DS3000/DS4000/DS5000 foleon → official
celestica.com/uploadedImages. Coverage: 581 → 587 (86.6% → 87.5%).
 2026-04-21 22:03:08 +02:00
Rene Fichtmueller
6357145316 data: add image migrations 082-084 — Cisco A9K line cards, NC57/NCS1K14, A9K bulk 
Migration 082 (13 models): A9K-4HG-FLEX-TR/SE, A9K-4T-B/E/L, A9K-4T16GE-SE/TR,
A9K-4X100GE-FC/SE/TR, A9K-MOD400-SE/TR, A9K-MOD80-SE/TR.
Sources: networktigers.com Shopify CDN + router-switch.com.

Migration 083 (15 models): NC57-18DD-SE/24DD/36H-SE/36H6D-S/48Q2D-S/48Q2D-SE-S/
MOD-S/MOD-SE-S + NC57-MPA-12L-S/1FH1D-S/2D4H-S + NCS1K14-2.4T-K9/L-K9/X-K9/TXL-K9.
Sources: Cisco TD CDN (numbered IDs) + datasheet-c78-742016 JCR renditions.

Migration 084 (62 models): A9K-8T/4-B/E/L (slash-format fix), A9K-16T/8-B,
1X/2X/8X/16X 100GE, 20HG-FLEX-FC/SE/TR, 24X10GE variants, 2T20GE-B/E/L,
36X10GE-SE/TR, 40GE-B/E/L/SE/TR, 48X10GE variants, RSP440/RSP880, SIP-700,
all MPA modules (11 non-FC + 3 dedicated FC + 6 FC reuse non-FC hardware image).
Sources: networktigers.com + cdn.shopify.com + router-switch.com + cloudappliances.co.uk.

Coverage after 084: 519 → ~581 (77.3% → ~86.6%).
 2026-04-21 21:20:47 +02:00
Rene Fichtmueller
772af1b6fb data: add image migrations 080-081 — Avaya, Advantech, Cisco N540/N540X/N560-IMA/ASR-9900-RP 
Migration 080 (3 images): Avaya ERS 4950GTS-PWR+ (planetrefurbished.com),
Advantech EKI-7720G-4FI and EKI-9516G-4GMXP (advdownload.advantech.com CDN).

Migration 081 (26 UPDATEs): Cisco N560 IMA modules (4 models, Cisco TD CDN
524xxx range), NCS 540 fixed-port (6Z/FH-AGG/FH-CSR/24Q8L2DD, TD CDN + manualslib),
NCS 540X (10 models, TD CDN 521-522xxx + eBay CDN + signellent.com),
ASR-9900-RP-SE/TR (brightstarsystems.com); upgrades ASR-9902/9903 and NCS1001/1002-K9
to official Cisco support CDN. Coverage: 466 → 491 (69.4% → 73.2%).
 2026-04-21 16:00:36 +02:00
Rene Fichtmueller
50f0e738c9 feat(data): image migrations 078-079 — Cisco NCS1K4/ASR9000v, WAGO, WatchGuard, ADTRAN, Phoenix Contact 
Migration 078: 21 Cisco models — ASR-9001-S, ASR-9000V-AC/DC-A, A9KV-V2-DC-A/DC-E
  (specific images), NCS1001/1002/1K-EDFA, all 13 NCS1K4 chassis variants.
  Sources: networktigers.com + router-switch.com

Migration 079: WAGO 852-1505, WatchGuard Firebox M5800, ADTRAN NetVanta 1560-48P,
  Phoenix Contact FL SWITCH 4808E-16FX-4GC (4 models).
  Sources: gilautomation.com Shopify, watchguard.com help-center, portal.adtran.com

Coverage: 443 → 466 images (66.0% → 69.4%)
 2026-04-21 15:01:39 +02:00
Rene Fichtmueller
356add2e49 feat(data): image migrations 075-077 — Cisco NCS 9300 SE1, QCT, QNAP, Sophos, Barracuda, Peplink, Westermo 
Migration 075: Cisco Nexus 9300 SE1 (7 models) — poster-image + support CDN
Migration 076: QuantaMesh (3), QNAP QSW-M5216-1T, Sophos CS210-48FP (5 models)
Migration 077: Barracuda F900, Peplink SD Switch 24-Port, Westermo Lynx 5612 (3 models)

Coverage: 428 → 443 images (63.8% → 66.0%)
 2026-04-21 14:49:29 +02:00
Rene Fichtmueller
5d7a7a9876 data: add switch images migrations 073-074 (Cisco ASR9k/NCS540 + multi-vendor) 
Migration 073 — Cisco ASR 9000 + NCS 540 Series (18 entries):
  ASR-9001/9901/9902/9903 + FC fabric-card variants
  A9KV-V2-AC/DC-A/DC-E satellite shelf
  N540-28Z4C, N540-24Z8Q2C, N540-12Z20G, N540-ACC, N540X-16Z4G8Q2C
  Sources: networktigers.com Shopify CDN, tempestns.com WP CDN
  Coverage: 400 → 418 (62.3%)

Migration 074 — Extreme / Ruijie / Ruckus / ZTE / Edgecore (10 entries):
  Extreme SLX 9740-40C, X695-48Y-8C, 5520-48T
  Ruijie RG-S6920-4C, RG-S5760C-24SFP/8GT8XS-X
  Ruckus ICX 7150-48PF, ICX 7550-48ZP
  ZTE ZXR10 5960-56PM-H, ZXR10 9908
  Edgecore AS7712-32X
  Coverage: 418 → 428 (63.8%)

All URLs verified HTTP 200. A/D power variants share chassis images.
 2026-04-21 14:30:42 +02:00
Rene Fichtmueller
4e927acf55 data: switch image coverage 065-072 — Cisco/Juniper/Arista/NVIDIA/Huawei/Nokia/Dell/Extreme/HPE/Ubiquiti/Supermicro/Celestica/Asterfusion/FS.com/Edgecore 
Migrations 065-072: 72 verified image URLs across all 17 tier-1 vendors.
- 065: Cisco 8000/Catalyst/Nexus/NCS (14) — cisco.com/c/dam doc CDN
- 066: Juniper EX/MX/QFX (10) — juniper.net/content/dam image library
- 067: Arista remaining 7000-series (11) — arista.com QSG front-panel PNGs
- 068: NVIDIA Mellanox SN-series (5) — docscontent.nvidia.com dims4 CDN
- 069: Huawei CloudEngine/NE40E (5) + Nokia IXR-D3L/7750 SR-14s (2)
- 070: Dell PowerSwitch ON-series (5) + Extreme Networks 8720/X465 (2)
- 071: HPE Aruba CX 6300M/8100/8360 (3) + Ubiquiti USW (3) + Supermicro (2)
- 072: Celestica DS3000/4000/5000 (3) + Asterfusion CX-N (3) + FS.com (2) + Edgecore (2)

All URLs verified HTTP 200 (2026-04-21). 5 models skipped (no public image found):
Arista 7280R3A-48D5, 750-36Y; NVIDIA SN3750-SX; Nokia 7750 SR-1 (hotlink-protected), 7220 IXR-H4.
 2026-04-21 11:34:38 +02:00
Rene Fichtmueller
382de40d5d data: Avaya/NetApp/Keysight/A10/Evertz/RAD/Ekinops/DrayTek/Fujitsu/Broadcom/Calix/Citrix images (migration 064) 2026-04-21 10:18:51 +02:00
Rene Fichtmueller
3cd6d44ea5 data: Sophos XGS 6500 image + Zyxel XS3800-28 URL fix (migration 063) 2026-04-21 10:16:51 +02:00
Rene Fichtmueller
b7e8097a57 data: Cambium/Gigamon/SonicWall/Planet/PaloAlto/Westermo/Zyxel/Synology/TRENDnet/Waystream/Kemp/LANCOM images (migrations 061-062) 2026-04-21 10:10:32 +02:00
Rene Fichtmueller
d3eb53ad1b data: HPE Aruba CX + Extreme Networks images 0%→100% (migration 060) 2026-04-21 09:56:11 +02:00
Rene Fichtmueller
6827f6081f data: Arista/Edgecore/Fortinet/Dell/Huawei/D-Link/Netgear/Check Point/Ruckus images (migrations 057-059) 2026-04-21 09:55:22 +02:00
Rene Fichtmueller
3b42f0aa90 data: ALE/H3C/Hirschmann/Ciena/Netberg images 0%→100% (migration 056) 2026-04-21 09:50:46 +02:00
Rene Fichtmueller
b9ab664a56 data: MikroTik CRS/CCR CDN images + NVIDIA ConnectX-7 (migration 055) 2026-04-21 09:48:30 +02:00
Rene Fichtmueller
e2061c6c4d data: direct image injection for Nokia, F5, Delta Networks, Siemens, TP-Link 
Migration 051: TP-Link TL-SG3452XP + TL-SX3016F via static.tp-link.com CDN
Migration 052: Nokia 6/6 — 7220 IXR-D3L/H4 (docs.nokia.com graphics),
  7250 IXR-10 + 7750 SR-1 (tempestns.com), SR-14s (telecomcauliffe.com),
  SR-1e (docs hardwareBanner — no standalone public image available)
Migration 053: F5 BIG-IP i5800/i10800 (wtit.com), i15800 (blueally CDN)
Migration 054: Delta Networks 4/4 (hardwarenation.com + manualslib),
  Siemens SCALANCE 4/4 — X-200/X-300/X-500 via images.sw.cdn.siemens.com

All 14 URLs verified HTTP 200 with correct image content-type (2026-04-21).
CHANGELOG_PENDING.md updated for all 4 migrations.
 2026-04-21 08:42:14 +02:00
Rene Fichtmueller
466cda285b data: image coverage improvements — QCT, Allied Telesis + CHANGELOG update 
- sql/046: QCT QuantaMesh T3048-LY8 direct image injection
- sql/050: Allied Telesis 3/3 (AT-x530-28GSX, AT-x530L-52GPX, AT-x950-28XSQ)
  via alliedtelesis.com Drupal static files CDN (og:image, all 200 PNG)
- CHANGELOG: document filter pattern fixes + all 6 new vendor migrations
  (Moxa/UfiSpace/Brocade/NVIDIA/Allied Telesis — 19 new images total)
 2026-04-21 08:11:57 +02:00
Rene Fichtmueller
bbc6f560dd fix: add image filter patterns and direct URL migrations for 6 vendors 
- switch-image-playwright.ts + switch-image-fetcher.ts: add filter patterns
  for /webimage-404/ (Netgear 404 hero), /Brand/ + /cybersecurity.png/
  (Moxa brand marketing images not product photos)
- sql/047: Moxa 4/4 models — CDN getattachment paths (hotlink-protected,
  Referer: moxa.com required; R2 proxy needed for production display)
- sql/048: UfiSpace 6/6 models — ufispace.com/image/<hash>/ direct PNGs;
  Brocade G720+G730 — broadcom.com og:image; ICX 7850-48FS — CommScope/Ruckus
  vistancenetworks.com ImageServer (rand param is cache-bust only, not auth)
- sql/049: NVIDIA SN-series 6/6 — docscontent.nvidia.com (SN2201/3700/4700)
  and S3 direct (SN5400/5600); SN3750-SX via uvation reseller CDN
 2026-04-21 07:57:55 +02:00
Rene Fichtmueller
6a4b4700cb data: inject Edgecore product images directly (Playwright blocked by 403) 
Edgecore blocks headless browsers (Playwright 403) but serves og:image via
plain HTTP. 5 models resolved via direct curl extraction:
- DCS204, DCS510, DCS810, EPS203 → edge-core.com/product/<slug>/
- Minipack2 → minipack-as8000-open-modular-platform product page
AS7535/AS7726/AS7946/AS9516 not on Edgecore's public WooCommerce site.
 2026-04-21 07:07:24 +02:00
Rene Fichtmueller
9618a4f0e0 fix: Cisco 8000 builder URL + MikroTik lowercase + new vendor builders 
URL builder fixes:
- Cisco 8000: update to new /site/us/en/ URL scheme (family page, not per-model)
- MikroTik: fix to lowercase+underscore format (was uppercase, caused 404)
- Fortinet: set to null — JS-rendered pages, all redirect to generic page
- Alcatel-Lucent Enterprise slug added to dispatcher (was missing, caused 0 hits)
- Add Quanta, Allied Telesis, Ufispace, Netgear URL builders
- NVIDIA: skip ConnectX/BlueField non-switch models

Migration 044:
- Clear 35 wrong NCS-5500 URLs from Cisco 8000-series models
- Pre-set correct 8000-series family URL for 21 models without images
 2026-04-21 00:41:31 +02:00
Rene Fichtmueller
a2492d833b feat: Flexoptix order section per switch + reject generic/logo images 2026-04-20 23:31:36 +02:00
Rene Fichtmueller
0a60d821fb fix: expand compatibility.verification_method CHECK to include vendor_compat + spec_match 2026-04-20 23:23:23 +02:00
Rene Fichtmueller
4f277df703 fix(migration-041): use 'manual' doc_type instead of config_guide (CHECK constraint) 2026-04-20 23:17:41 +02:00
Rene Fichtmueller
dfadc8eb4e fix: add certifications column to switches table (migration 039a) 2026-04-20 23:16:52 +02:00
Rene Fichtmueller
8cf19e9b78 data: migration 041 — seed switch datasheets (Cisco, Arista, Juniper, NVIDIA) 
Seeds known-good official datasheet PDFs and config guide URLs for the 24 initial
seeded switches. Directly visible in switch detail panel → Datasheets & Manuals.
 2026-04-20 22:58:18 +02:00
Rene Fichtmueller
21f5250353 feat: switch facts — migration 040 seeds power/weight/certifications + dashboard shows them 
- Migration 040: seeds rack_units, typical_power_w, max_power_w, weight_kg, certifications
  for 23 initial switches (Cisco Nexus/Catalyst, Arista, Juniper, NVIDIA, Edgecore/Celestica/Asterfusion)
- Dashboard: Specifications section now shows Typical Power, Weight, Certifications (colored pills)
 2026-04-20 22:56:53 +02:00
Rene Fichtmueller
9d3019d0c0 feat: Norton-Bass Hype Cycle Engine — market_metrics seed + Bass fitting + Gartner phase detection 2026-04-18 00:09:08 +02:00
Rene Fichtmueller
5393f73c17 feat: stock quality schema + QSFPTEK/NADDOD v2 scrapers with real-time stock counts 
- Migration 028 (retroactive): document warehouse columns added to stock_observations
- Migration 037: composite indexes for DISTINCT ON (transceiver_id, source_vendor_id) queries
- Migration 038: add stock_confidence (1/2/3), price_currency, price_includes_tax,
  stock_vendor_ts to stock_observations + TRUNCATE test-run data

db.ts: upsertStockObservation now accepts stockConfidence, priceCurrency,
priceIncludesTax, stockVendorTs; delta detection includes quantity_available

fs-com.ts: passes stockConfidence=3 + priceCurrency=EUR + priceIncludesTax=false

qsfptek.ts v2: Phase 1 API listing + Phase 2 detail-page stock extraction
- Parses 'X in real-time stock, DATE' from product detail pages
- Writes stock_observations with confidence=2 + stockVendorTs
- Up to 500 detail pages/run at 2s rate limit

naddod.ts v2: complete rewrite from WooCommerce to Astro sitemap-based
- Discovers products via /sitemaps/products.xml (600+ products)
- URL format: /products/XXXXX.html
- Extracts 'In Stock: X' exact counts from SSR HTML
- Writes both price + stock observations (confidence 1 or 2)
 2026-04-17 22:54:40 +02:00
Rene Fichtmueller
5b35b2b8be feat(scraper+api): warehouse stock data pipeline — FS.com v2, SmartOptics v2, Stock API 
Scraper changes:
- fs-com.ts v2: Playwright stealth patches + www.fs.com/de/ URL fix (de.fs.com DNS NXDOMAIN).
  Extracts DE-Lager, Global-Lager, Nachlieferung, units_sold, compatible_brands, price_net.
  Mac-side runner (run-fs-scraper-mac.sh) via SSH tunnel for residential IP access.
  Fast-fail connectivity check on datacenter IPs that are blocked by Cloudflare.
- smartoptics.ts v2: WooCommerce REST API fallback + 8 catalog categories + relative URL fix.
  Was finding only 8 products, now discovers 18+ with multi-category crawl.

DB layer:
- db.ts: add upsertStockObservation() — writes 10 new stock_observations columns
  (warehouse_de_qty, warehouse_global_qty, backorder_qty, units_sold, compatible_brands,
  price_net, product_url, delivery dates) with dedup check.

API:
- routes/stock.ts: GET /api/stock, /api/stock/summary, /api/stock/:id
  Warehouse breakdowns per transceiver/vendor with top-sellers and vendor summary.
- routes/review.ts: equivalence review queue (approve/reject/bulk-approve).
- index.ts: register /api/stock and /api/review routes.

Dashboard:
- index.html: 🏭 Stock tab with stat cards (DE-Lager, Global-Lager, Nachlieferung totals),
  top-sellers table, vendor breakdown, recently-restocked events, part-number lookup.

SQL migrations:
- 034: blog-review-tag, 035: price-observations is_anomalous, 036: transceiver-equivalences.
 2026-04-17 10:45:59 +02:00
Rene Fichtmueller
3d00a4a00a feat: 800G standards deep enrichment + Pi Starlink proxy-agent support 
- Migration 033: comprehensive technical update for all 4x 800G standards
  - 800GBASE-SR8: full optical specs (Tx OMA 2.3 dBm, Rx sens. -4.6 dBm, KP4 FEC,
    MPO-16 APC, CMIS 5.2, ≤16W, 60m OM3/100m OM4, VCSEL 850nm, 53.125 GBd PAM4)
  - 800GBASE-DR8: 500m SMF, EML 1310nm, 8x parallel fiber, MPO-12, -9dBm sensitivity
  - 800GBASE-LR4: 2km CWDM4 WDM (1270/1290/1310/1330nm), 4x 106.25 GBd PAM4, LC duplex
  - 800G-ZR (OIF-800ZR-01.0): DP-16QAM 96 GBd, 1000km EDFA, SD-FEC, 20-24W, DCO license
- Pi scraper: add optional SOCKS5 proxy via dante-server on WireGuard IP
  - Enables Starlink bandwidth contribution (PROXY_AGENT=1 flag)
  - Scraper routes selected jobs through Pi SOCKS5 for different IP range
 2026-04-09 20:34:27 +02:00
Rene Fichtmueller
cddc92c9d2 feat: TIP audit fixes — Qdrant init, switches columns, verification fix, crawler live status, demo data badges 
- Migration 032: add system_type, is_linecard, chassis_model, slot_type, flexbox_* to switches table
- Migration 032: fix compute_transceiver_verification() to count seed data as details_verified (100% now)
- Migration 032: add is_demo_data flag to reorder_signals, abc_classification, market_intelligence, stock_snapshots
- Cisco 8000: insert 8812, 8818, 8800-LC-36FH, 8800-LC-48H with correct vendor slug 'cisco'
- API: add /api/scrapers/jobs endpoint exposing pg-boss job queue (active/recent/queues)
- Dashboard: live job queue panel in Crawler Intelligence tab (active jobs + recent 4h completions)
- Dashboard: DEMO DATA badge now uses is_demo_data column (was checking wrong field is_demo)
- Blog engine: configured fo-blog-v3-qwen7b fine-tuned model via tip-api ecosystem.config.js
- Qdrant: all 6 collections created, seeded (2135 products, 29 FAQs, 39 news, 20 troubleshooting)
 2026-04-09 20:29:46 +02:00
Rene Fichtmueller
7d005ba1f3 data: add Cisco 8000 accuracy migration (031) 
Documents all Cisco 8000 research findings as idempotent SQL migration:
- 8201-32FH: Silicon One Q200 (not Q100), full description, features, use_cases
- 8608: modular chassis type, corrected description
- NEW: 8812 (12-slot), 8818 (18-slot) modular chassis
- NEW: 8800-LC-36FH (36×400G QSFP-DD), 8800-LC-48H (48×100G QSFP28) line cards

flexbox_notes covers:
- IOS XR EEPROM/PID check behavior (TX laser disabled on unknown PID)
- transceiver permit pid all (per-interface, NOT global)
- DCO license required per 100G for ZR/ZR+ coherent optics (all vendors)
- No RTU license for grey non-coherent optics
- TAC refusal + PFM alarm on override
- IOS XR upgrade risk for 3rd-party optics
- DOM monitoring may show incorrect values
- Flexoptix FlexBox Cisco Systems mode = native PID, no override needed
 2026-04-09 09:09:23 +02:00
Rene Fichtmueller
55de4920b2 feat(sql): migrations 026+027 for price cleanup and FS.COM EUR fix 
026: Remove invalid price observations (sub-manufacturing-cost), disable
     optictransceiver.com (domain repurposed as plant shop), fix verification
     function to accept low/medium/high data_confidence values
027: Clean up FS.COM USD→EUR converted prices, force re-scrape with
     new de.fs.com EUR-primary scraper
 2026-04-06 02:22:00 +02:00
Rene Fichtmueller
e6d042f827 fix: resolve merge conflict in index.ts + add untracked blog-sll, news, sql migration 2026-04-05 11:51:07 +02:00
Rene Fichtmueller
931588fffd 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
1e19365e96 feat: blog engine v5 — narrative control + linkedin post + min words fix 
- STEP4b_NARRATIVE_CONTROL: new pipeline step after draft; detects wrong
  narrative (technology blamed instead of processes), applies anti-FUD filter,
  reality reframe ("this becomes a problem when..."), Flexoptix voice check
- System prompt: NARRATIVE CONTROL RULE added as absolute rule #1
- Gold Standard 4: corrected "compatible vs OEM" article added as reference
- Minimum words: STEP4 raised from 1500 to 2500 words (final output was 750)
- Reduction pass: 25-35% → 15-25%, target 1500-2000 words final
- STEP_LINKEDIN_POST: generates LinkedIn post ≤2800 chars (hard limit 3000);
  stores in blog_drafts.linkedin_post + linkedin_char_count column
- Pipeline now 14 steps: v5-narrative-control
- Migration 024: linkedin_post + linkedin_char_count columns in blog_drafts
 2026-04-04 08:30:27 +02:00
Rene Fichtmueller
ae0bda9e06 feat: proxy network — geo-lookup, uptime tracking, dedup fix 
- IP geo-lookup via ip-api.com on register/heartbeat (country_code, city)
- heartbeat_count column + uptime_pct computation on every heartbeat
- Deduplication: register returns existing token for same IP+port
- Heartbeat no longer overwrites registered IP (prevents IPv6 churn conflicts)
- Migration 023: heartbeat_count column + backfill existing nodes
 2026-04-04 08:15:32 +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
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
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
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
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
d1d23ce31d feat(v0.2.1): data confidence tracking + validation + blog feedback system 
- 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
a69acc4588 feat(v0.2.0): Sales Intelligence Engine — Phase 0+A 
New API routes:
- GET /api/finder — Switch→Flexoptix transceiver finder with FlexBox coding
- GET /api/competitor-alerts — Competitor intelligence (price changes, new products, stock)
- GET /api/forecast/:technology — Sales forecast 3/9/12/18 months + buy/wait/hold signal
- POST /api/transport/plan — Transport system planner (city→city BOM with fiber providers)

New MCP tools:
- find_flexoptix_for_switch — Customer switch → Flexoptix products
- get_competitor_alerts — Competitor monitoring
- plan_transport — Network transport planning
- forecast_sales — Volume/revenue prediction
- generate_blog — Enhanced blog generation

New DB tables (migration 013):
- competitor_alerts, price_changes, flexoptix_product_map
- sales_forecasts, fiber_providers, fiber_routes, cities
- generated_datasheets, blog_series
- Views: v_price_coverage, v_image_coverage, v_switch_flexoptix_finder

Seed data (migration 014):
- 25 European cities with IX/DC locations + coordinates
- 15 fiber providers (euNetworks, Telia, DTAG, Colt, Zayo, etc.)
- 16 fiber routes with pricing (Germany focus)

Infrastructure:
- Scraper scheduler: 2h Flexoptix, 4h FS.com/Optcore (was 6-8h)
- Change detector for competitor price/stock monitoring
- Image downloader utility with coverage tracking
 2026-03-31 08:51:22 +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
6f7c834752 feat(scrapers+mcp): ATGBICS + ProLabs scrapers, MCP HTTP/SSE server 
Scrapers:
- atgbics.ts: PlaywrightCrawler for UK vendor ATGBICS (Shopify store),
  scrapes SFP/SFP+/SFP28/QSFP+/QSFP28/QSFP-DD in GBP, max 50 pages/run
- prolabs.ts: HttpCrawler for ProLabs (Legrand subsidiary), USD pricing,
  category-driven crawl with reach/fiber/speed detection
- Both registered in scheduler (every 8h, staggered) and index.ts CLI

MCP HTTP Server:
- packages/mcp-server/src/http-server.ts: Express + SSEServerTransport
- Exposes all 12 TIP tools via GET /sse + POST /message
- Bearer token auth (MCP_SECRET env), CORS-configurable
- GET /health → { status: "ok", tools: 12 }
- Port: MCP_HTTP_PORT (default 3201)

SQL + tools:
- sql/006-009: seed scripts for whitebox switches, vendors, assets
- switch-docs.ts: MCP tool for switch documentation queries
 2026-03-29 02:26:45 +08:00
Rene Fichtmueller
8bb3b586f3 feat: Phase 5 — OCR pipeline + document/news search 
Docling-powered OCR pipeline: PDF → markdown → chunks → Ollama embed → Qdrant.
News embedding seeder for news_embeddings collection.
Document and news semantic search API endpoints.

- embeddings/ocr-pipeline.ts: Docling convert → chunk → embed pipeline
- embeddings/seed-news.ts: Batch embed news_articles into Qdrant
- routes/documents.ts: POST /api/documents/process, GET /api/documents
- routes/search.ts: GET /search/documents, GET /search/news endpoints
- sql/005-documents.sql: Add chunks_count, processed_at to documents table
- Ollama + nomic-embed-text installed on Erik (CPU mode)
- 89 products + 40 datasheet chunks + 33 news articles in Qdrant
 2026-03-28 00:22:01 +13:00