# TIP Changelog

Format: `{"d":"YYYY-MM-DD","t":"TYPE","m":"Description"}`
{"d":"2026-05-14","t":"FEAT","m":"Equivalences Explorer: new dashboard tab '🔀 Equivalences' — search 63,362 cross-brand mappings (46 vendors, 7,516 competitor products → 846 Flexoptix alternatives, Ø 93.9% confidence). APIs: GET /api/equivalences (search), /api/equivalences/transceiver/:id (per-product), /api/equivalences/stats, /api/equivalences/top-vendors. Transceiver detail modal now shows equivalences panel (FX alternatives or competitor products) + SVG price history sparklines (30-day, per source vendor) from 392k+ price observations."}
{"d":"2026-05-14","t":"FEAT","m":"LinkedIn Distribution Status: Blog tab shows DRY_RUN badge, posted/dry_run/skipped/failed counters, history table with live URN links. GET /api/blog/linkedin/history reads blog_linkedin_distribution table + detects DRY_RUN mode from ecosystem config."}
{"d":"2026-05-14","t":"FEAT","m":"MCP Server: 2 new tools — find_equivalences (search 63k+ verified cross-brand mappings with confidence filter, returns FX alternatives + competitor matches formatted for LLM) + get_price_history (392k+ obs, daily series, per-vendor min/max/avg, cheapest source identification). Total: 21 MCP tools."}
{"d":"2026-05-14","t":"FIX","m":"Blog from URL: SPA-aware content extraction. fetchUrlContent() now extracts OG/meta tags (og:title, og:description, name=description, og:site_name) as fallback for JavaScript SPAs. Returns spaDetected=true when body text < 300 chars. from-url endpoint skips gatherBlogData() product injection when SPA detected — prevents fo-blog model from defaulting to optical networking domain on non-networking URLs. additionalContext now includes explicit SPA warning + meta content. generated_by in pipeline UPDATE uses active model name (no more hardcoded 'fo-blog-engine-v7'). Dashboard shows SPA warning toast + spa_detected field in response."}
{"d":"2026-05-14","t":"FEAT","m":"Blog Engine: URL → Blog feature. POST /api/blog/from-url fetches any URL server-side (20s timeout, redirect-follow), strips scripts/nav/footer/SVG, extracts readable text (~5000 chars) + page title, passes as structured additional_context to the 16-step FO blog pipeline. Dashboard: new '🔗 Blog aus URL generieren' panel with URL input (Enter key supported), Blog-Typ selector, loading state, and char count confirmation. Same pollBlogLlm() polling reused for step progress."}
{"d":"2026-05-14","t":"UI","m":"Switch modal Flexoptix section: (1) Speed formatting fixed — 1600.00G → 1.6T, 400G clean integer (fmtSpeed() helper, ≥1000 Gbps → T). (2) Lagerbestand badges added per transceiver row: DE-Lager (green), Global-Lager (blue), Zulauf with ETA date (yellow). Data sourced from stock_observations via LEFT JOIN LATERAL in getFlexoptixSuggestions(). Badges hidden when quantities are null/0 (scraper not yet populating Flexoptix warehouse columns — shows automatically once scraper is extended)."}
{"d":"2026-05-14","t":"FEAT","m":"Stock velocity API: GET /api/stock/velocity (paginated, filterable by vendor_id/confidence/stockout_days/min_sell_rate/part_number) + GET /api/stock/velocity/:id (per-product velocity summary + sell/zulauf event history). Both routes live in packages/api/src/routes/stock.ts, compiled + deployed to tip-api PM2 id 24, port 3201."}
{"d":"2026-05-14","t":"DATA","m":"Demo data cleanup: deleted 2133 demo rows from reorder_signals (is_demo_data=true). Stock observation coverage expanded: atgbics.ts + optcore.ts now call upsertStockObservation after each price observation (binary in/out stock, confidence=1). FS.com scraper already runs 3x daily from Mac (02:00/10:00/18:00) with full DE-Lager/Global-Lager/Nachlieferung breakdown. Competitor stock audit: QSFPTEK (confidence=2, real quantities), FS.COM (confidence=3, per-warehouse breakdown) are highest fidelity; ATGBICS/Optcore added at confidence=1 (binary); sfpcables/prolabs/wiitek hardcode or lack stock — not added."}
{"d":"2026-05-13","t":"FIX","m":"BlogLLM model version sync: dashboard FO_BlogLLM card now dynamically reflects the active Ollama model via /api/blog/llm/status (was hardcoded to fo-blog-v7). TIP ecosystem.config.js OLLAMA_LLM_MODEL + BLOG_LLM_MODEL bumped fo-blog-v7 → fo-blog-v10 (Mac Studio Magatama training adopted 2026-05-13 00:33 UTC). Persisted /opt/tip/blog-llm-settings.json overrode env — also updated. tip-api restarted, PM2 state saved."}
{"d":"2026-05-13","t":"FEAT","m":"BlogLLM auto-discovery: client.ts now probes Ollama at startup + every 10 min, reconciles configured fo-blog-vN against actual available tags, auto-falls to highest available version when configured model no longer exists. Magatama-aware sort: base 'fo-blog-vN' tag wins over '-rM' revisions within same N (matches Magatama adoption convention where -rM is intermediate adapter save, base is production alias). New POST /api/blog/llm/refresh-discovery endpoint for manual trigger. Eliminates 3-step manual sync after every Magatama training."}
{"d":"2026-05-13","t":"FIX","m":"Ollama Modelfile bug for fo-blog-v10: Mac Studio adoption registered model with template '{{.Prompt}}' instead of Qwen2.5 chat template — model returned empty responses to /api/chat. Recreated fo-blog-v10 via Ollama /api/create with correct ChatML template ({{- if .System}}<|im_start|>system ... <|im_end|>...), num_ctx=8192, stop=<|im_end|>, temperature=0.3. Smoke test: 45 tokens generated cleanly. Magatama-side adoption logic should be patched to emit correct template by default."}
{"d":"2026-05-13","t":"DATA","m":"Competitive naming sanitization + Anti-Naming-Policy training: (1) Sanitization sweep across all 244 JSONL training files: 97 Fs.com/FiberStore replacements with neutral 'unnamed third-party MSA-compatible vendor' across 15 active files (fo_blogllm, tip_llm pools + RunPod exports + historical RunPod pod-runs). All affected files backed up to .bak-fs-final/.bak-YYYYMMDD-HHMMSS. Post-sanitization verification: 0 assistant-content mentions of competitor brands across all 5 lanes (fo_blogllm, pulso_llm, tip_llm, magatamallm, contact_llm). Remaining FS mentions live only in system-prompt prohibition lists (anti-naming policy) and one magatamallm user-message context for legitimate internal SKU-matching research. (2) Anti-Naming-Policy training pairs added: 4 deep pairs for fo_blogllm (third-party market analysis, procurement strategy, coherent component stack), 3 pairs for pulso_llm (competitor-inquiry deflection, price-compare without naming, internal sales guidance), 1 pair for tip_llm (public research blog output with neutral language). All new system prompts contain explicit COMPETITIVE NAMING POLICY clause forbidding named mentions of Fs.com/FiberStore/Approved Networks/Cablexa/ProLabs/FluxLight + component suppliers Accelink/InnoLight/Lumentum/Coherent/II-VI/Eoptolink/Source Photonics. Switch and router OEMs (Cisco/Arista/Juniper/Nokia/Ciena/HPE/Dell/Mellanox/Extreme/Huawei) explicitly permitted as integration partners. Post-rebuild manifests: fo_blogllm 18757 effective, pulso_llm 3242 effective, tip_llm 2181 effective."}
{"d":"2026-05-13","t":"DATA","m":"FO_BlogLLM training corpus deep-quality expansion: 8 new training files in pulso_llm pool with 22 long-form (700-1000 word) blog pairs targeting fo-blog-v10 failure modes. Categories: (1) Connector Authority — MPO Type A/B/C polarity, IEC 61300-3-35 endface inspection, MPO-12 vs MPO-16, LC vs MPO architecture mapping; (2) Transceiver Taxonomy — full 100G/400G/800G variant matrix with reach, connector, lane structure, IEEE clauses; (3) Coherent Depth — coherent vs direct-detect crossover, OSNR engineering for ZR+, FEC types (cFEC/oFEC) and pre-FEC BER reality; (4) Power & Reach Ground Truth — accurate per-module power numbers 2026, OTDR commissioning workflow; (5) Operations Troubleshooting — pre-FEC BER climbs diagnostic walkthrough, module detection / coding mismatch fixes; (6) Topic Adherence — exact MPO Connector Survival Guide blog (the test prompt that failed in v10), Fiber Inspection Probes, Cable Routing for spine-leaf; (7) Standards Map — IEEE 802.3ba/cd/cu/df clause map, CMIS register layout; (8) Myth Corrections — DR ≠ Long Reach, LR vs ER vs ZR taxonomy, MPO-parallel vs LC-WDM architecture. All pairs include IEEE/OIF/MSA citations, real datasheet-equivalent numbers (TX/RX power, sensitivity, power consumption per module class). Pool now: 17936 train + 2018 eval = 19954 total after dedupe (123 duplicates removed). Next fo_blogllm training run picks up automatically."}
{"d":"2026-05-13","t":"FIX","m":"Magatama Mac Studio adoption template root cause patched: /opt/magatama/packages/fine-tuner/train.py register_ollama() built Modelfiles without TEMPLATE directive (only FROM/SYSTEM/PARAMETER) — Ollama defaulted to '{{.Prompt}}' which silently breaks /api/chat. Both modelfile_lines blocks (GGUF and fallback) now include the Qwen2.5 ChatML TEMPLATE plus full PARAMETER set (temperature 0.3 (was 0.1), top_p 0.9, num_ctx 8192, stop <|im_end|>). End-to-end test against Ollama API confirmed: model registers + /api/chat returns expected tokens. Future fo-blog-vN trainings (and any Magatama lane via Mac Studio path) will no longer produce silent-failure models. Backup at /opt/magatama/packages/fine-tuner/train.py.bak-20260513-153306. Local checkout synced. The other adoption path (/opt/llm-gateway/.../converter.py used by RunPod artifact import) already had TEMPLATE correct — no change there."}
{"d":"2026-04-26","t":"DATA","m":"Juniper OEM transceiver seed: 59 PIDs inserted (SFP-1GE/SFPP-10G/SFP-25G/QSFPP-40G/JNP-QSFP-100G/JNP-QSFP56-200G/JNP-QSFPDD-400G/JNP-OSFP-400G+800G + DAC/AOC). Scheduler: daily 04:15."}
{"d":"2026-04-26","t":"FIX","m":"BlueOptics scraper: force HTTP/1.1 via Node.js https.get() to bypass empty-body HTTP/2 server bug; updated catalog path to /Transceivers_1 (changed 2026)."}
{"d":"2026-04-26","t":"DATA","m":"Cisco TMG scraper: upsert logic fixed (market_status EOL + temp_range IND normalization). Full run in progress: 300+ switches, 15000+ compat matches written to switch_transceiver_compat."}
{"d":"2026-04-28","t":"INFRA","m":"Gitea repo tip-training-data created (https://gitea.context-x.org/rene/tip-training-data). Generated full-scope token via gitea admin CLI on 192.168.178.196."}
{"d":"2026-04-28","t":"AI","m":"crawler-llm/spec-validator.ts: transceiver physical plausibility validator — form factor↔speed matrix, wavelength↔fiber consistency, reach limits, IEEE standard cross-check, DAC/AOC rules. Outputs SpecValidationResult with tier (high/medium/low/rejected) + confidence_delta."}
{"d":"2026-04-28","t":"AI","m":"crawler-llm/training-data-writer.ts: TIPLLM SFT training data writer — generates spec_qa/crawl_reasoning/validation/discovery JSONL pairs from crawler extractions, git-commits and pushes to Gitea tip-training-data repo in batches of 50."}
{"d":"2026-04-28","t":"AI","m":"crawler-llm/vendor-discovery-crawler.ts: intelligent PlaywrightCrawler — vendor catalog URL → LLM extraction (core.ts) → spec validation → DB persist (findOrCreateScrapedTransceiver) + Gitea SFT training pairs. 8 vendor configs: Cisco/Juniper/Arista/FS.com/Flexoptix/Nokia/Huawei/II-VI."}
{"d":"2026-04-28","t":"INFRA","m":"scheduler.ts: 8 weekly vendor discovery jobs registered (discover:vendor:*), staggered Sun 20:00 – Mon 10:00 UTC. Total workers: 102."}
Types: FEAT · FIX · UI · DATA · AI · INFRA

{"d":"2026-04-25","t":"FEAT","m":"Standards Audit + Form Factors Reference: expanded standards from 40 to 63 (+23 new: full 200G tier SR4/DR4/FR4/LR4/ER4/CR4, PON family GPON/XG-PON1/NG-PON2/25G-PON, copper DAC variants CR4 for 25G/40G/100G/400G, 800G emerging FR4/LR8/CR8, 1.6TBASE-DR16 emerging). All 63 standards have bilingual plain-language descriptions (DE+EN, for non-technical colleagues). New form_factors table (migration 101) with 20 entries: SFP family SFP→SFP112, QSFP family QSFP+→QSFP-DD800, OSFP family OSFP→OSFP224, CFP family, legacy XFP/CXP — with full names, channel count, max speed, hot-swap flag, supersedes chain, status, and bilingual descriptions. New GET /api/form-factors endpoint. Dashboard Standards tab: descriptions shown as table row subtitles, Form Factors grid section with family color coding, speed/channel info, openFormFactorDetail panel."}
{"d":"2026-04-25","t":"FEAT","m":"Flexoptix Internal Demand Intelligence: imported real sales velocity (8.585 SKUs, 1.288 with demand>0) from AES-256-CBC encrypted XLSX export into flexoptix_internal_demand table (PostgreSQL RLS enabled, is_internal guard). 279 SKUs cross-referenced with transceiver catalog. New /api/internal/demand/* endpoints (by-speed, velocity, hype-weights, forecast-input) — localhost/LAN only + JWT auth. Forecast engine now calibrated with real Flexoptix run-rates (demand_calibrated:true). Dashboard Warehouse tab updated: real Flexoptix Sales Velocity panel with momentum indicators replaces DEMO DATA. Fast movers: 70 SKUs ≥100/mo (SFP 1G + SFP+ 10G dominate). Total throughput: 63.328 units/month (12m basis). Data never leaves private infrastructure."}
{"d":"2026-04-25","t":"DATA","m":"Migration 099: flexoptix_internal_demand schema — table + RLS policies + indexes + v_demand_by_speed aggregated view. Security: raw SKU rows never exposed publicly; RLS enforces is_internal=TRUE; IP restriction middleware on all internal API routes."}
{"d":"2026-04-25","t":"DATA","m":"Migration 098: +5 Cisco ASR 9903/9900 line card images (A9903-8HG-PEC, A9903-8HG-PEC-FC, A9903-20HG-PEC-FC, A99-12X100GE-FC, A99-32HG-FC) via eBay CDN (i.ebayimg.com, 171–302KB JPEGs). Coverage 663 → 668 (98.7%). Remaining 9 models confirmed no publicly accessible images: RA-B6920-4S (Ragile website unreachable), 8K-MPA-18Z1D (too new), Inventec D7332/D7264Q28B/D7054Q28B (Taiwan-hosted CDN), Datacom DM4610-48T6X, FiberHome CiTRANS 680, NEC PF5248, DZS OLT 9100."}
{"d":"2026-04-25","t":"DATA","m":"Migration 097: +2 whitebox switch images (Ragile RA-B6510-48V8C via unixsurplus.com BigCommerce CDN OEM-equiv hardware, Edgecore AS7946-74XKDB via eBay CDN). Remaining 7 non-Cisco models (Inventec D7332/D7264Q28B/D7054Q28B, Datacom DM4610-48T6X, FiberHome CiTRANS 680, NEC PF5248, DZS OLT 9100) have no publicly accessible product images."}
{"d":"2026-04-25","t":"DATA","m":"Migration 094 (fixed): +12 Cisco models (8K-MPA-4D/16H/16Z2D, A9K-8HG-FLEX-FC/SE/TR, A9K-400G-DWDM-TR, N9348Y12C-SE1, NC55-36X100G-A-SE, ASR-9000V-24-A, ASR-9000V-DC-E, ASR-9922-RP-TR). Fixed 4 bad URLs: Cisco DAM 404, fabricated BigCommerce URL, and 2 unreachable Magento/it-market URLs replaced with eBay CDN and NetworkTigers Shopify CDN."}

{"d":"2026-04-25","t":"FIX","m":"Umami analytics unreachable — UMAMI_PASS in /opt/tip/ecosystem.config.js was AES-256-CBC encrypted but TIP API passed it as plaintext to Umami → 401. Fixed: reset Umami admin password in DB with bcrypt hash, updated ecosystem.config.js UMAMI_PASS to plaintext, restarted tip-api with --update-env. Both http://localhost:3150 and https://analytics.fichtmueller.org now authenticate successfully. Dashboard sync-umami button no longer shows Fehler toast."}
{"d":"2026-04-25","t":"DATA","m":"Migration 093: NCS 5500 main line card image backfill — 6 models: NC55-18H18F (it-market.com 7KB), NC55-24X100G-SE (networkgenetics.net BigCommerce 317KB PNG), NC55-32T16Q4H-A (hummingbirdnetworks.com BigCommerce 32KB), NC55-36X100G-S (dedicatednetworksinc.com WordPress 1.2MB PNG), NC55-MOD-A-S (stack-systems.com Magento 5.5KB), NC55-MOD-A-SE-S (core92.com Odoo 52KB). Coverage: 644 → 650 (95.1% → 96.0%)."}
{"d":"2026-04-25","t":"DATA","m":"Migration 092: Cisco remaining image backfill — 48 models: A99-* ASR9900 line cards (27 models via router-switch.com CDN + SQL subquery from A9K equivalents + NetworkOutlet/ZionNetworking/NetworkTigers CDN), C9600-LC-24C/40YL4CD/48S/48YL + C9600-SUP-1 + C9600X-LC-32CD/56YL4C + C9600X-SUP-2 (NetworkTigers + ITBargainCenter CDN), NC55-MPA-4H-S/12T-S/2TH-S/1TH2H-S/4H-HX-S/4H-HD-S/2TH-HX-S + NC55-OIP-02 (router-switch.com 157KB), NC55-24H12F-SE (networkgenetics.net BigCommerce), A900-IMA-8CS1Z/8Z/8Z-L (NetworkTigers + router-switch), A9903-20HG-PEC (TopParagonResource webp), ASR-9922-RP-SE (NetworkTigers v=1748329200), A9K-4HG-FLEX-X-FC/SE (subquery). Coverage: 597 → 644 (88.2% → 95.1%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 091: Arista + Juniper SONiC HCL models — 7 models: 7060CX-32S (networktigers.com DCS-7060CX-32S-F), 7050QX-32 (networktigers.com DCS-7050QX-32-F), 7050QX-32S (networktigers.com DCS-7050QX-32S-F), 7170-32CD (networktigers.com DCS-7170-32C-F-new), 7280CR3-32D4 (networktigers.com DCS-7280CR3K-32D4-F, CR3K same chassis), QFX5200-32C-S (networktigers.com QFX5200-32C-AFO), QFX5210-64C (networktigers.com QFX5210-64C-AFO). All from SONiC HCL device list. Coverage: 616 → 623 (estimated)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 090: Edgecore AS-series SONiC switches — 7 models: AS7312-54X (stordis.com WebP, XS chassis successor), AS7312-54XS (stordis.com 64KB WebP), AS7326-56X (edge-core.com DCS203-F 83KB PNG), AS7716-32X (stordis.com 50KB WebP), AS7816-64X (edge-core.com DCS500-A 99KB PNG), AS9716-32D (edge-core.com DCS510-A 78KB PNG), AS7512-32X (epsglobal.com 26KB JPEG). All from SONiC HCL Accton/Edgecore vendor. Estimated coverage: 609 → 616 (speculative, pending DB query)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 089: Arista/Cisco/Juniper batch — 8 models: 7800R4-36D2-LC (Arista, arista.com official LC image 15KB PNG), 8101-32FH (Cisco 8000, router-switch.com 57KB JPEG), 8111-32EH (Cisco 8000, stack-systems.com Magento CDN 9.6KB JPEG), C9300X-24Y (networktigers.com 64KB JPEG), C9500-48Y4C (networktigers.com 50KB JPEG), N9K-C93108TC-FX3P (networktigers.com full-res 78KB JPEG), PTX10001-36MR (juniper.net image library Azure CDN 112KB JPEG), PTX10004 (juniper.net image library lbox variant 138KB JPEG). Coverage: 601 → 609 (89.6% → 90.8%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 088: Ubiquiti/Phoenix Contact — 3 models: USW-Enterprise-48-PoE (cdn.ecomm.ui.com 331KB PNG), USW-Aggregation (cdn.ecomm.ui.com 285KB PNG), FL SWITCH 7528-2S (rspsupply.com distributor CDN 94KB JPEG, Phoenix Contact product ID 2891026). Coverage: 598 → 601 (89.1% → 89.6%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 087: Cisco ASR 9000 license-variant reuse — 3 models: A9K-4HG-FLEX-FC (FC license = same hardware as -TR), A9K-8X100G-LB-TR (TR license = same hardware as -SE), A9K-4X100GE base (pre-licensing-split catalog number = same hardware as -SE). All physically identical to covered siblings. Coverage: 595 → 598 (88.7% → 89.1%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 086: Mixed vendor batch — 8 models: CX732Q-N/CX564P-N (Asterfusion, asterfusion.com WP CDN, 267KB+768KB PNG), 7130-48LB (Arista, Alta Technologies reseller CDN, 70KB PNG), ICX 7850-48FS (Ruckus, networktigers.com, 55KB JPEG), E810-CQDA2 (Intel, esaitech.com Shopify CDN, 78KB JPEG), FSP 3000 CloudConnect (Adtran/ADVA, nwrusa.com Shopify CDN, 1.8MB JPEG), MediorNet MicroN UHD (Riedel, riedel.net fileadmin CDN, 279KB PNG), nGeniusONE InfiniStreamNG (Netscout, netscout.com Pantheon CDN, 85KB WebP). Coverage: 587 → 595 (87.5% → 88.7%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 085: Mixed straggler batch — 6 new models + 3 Celestica CDN upgrades. New: N540-24Q2C2DD-SYS (Cisco TD CDN 524146.jpg, 213KB), Apollo 9900 Series/Ribbon (ribboncommunications.com Drupal CDN, 207KB), Seastone2/Celestica (ServeTheHome DX010 review photo, 108KB), Midstone-200i/Celestica (DS3001 equivalent, celestica.com/uploadedImages), RA-B6510-48V8C/Ragile (Micas M2-W6510 ODM equivalent, BigCommerce CDN, 334KB), QuantaMesh T7064-IX1D/QCT (hyperscalers.com T7064-IX4 EOL family image). Upgrades: DS3000/DS4000/DS5000 foleon CDN → celestica.com/uploadedImages. Coverage: 581 → 587 (86.6% → 87.5%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 084: Cisco ASR 9000 bulk — 62 A9K-* models: 8T/4-B/E/L (slash-format), 16T/8-B, 1X/2X/8X/16X 100GE line cards, 8X100G-LB-SE, 20HG-FLEX-FC/SE/TR, 24X10GE-1G-FC/SE/TR, 24X10GE-SE/TR, 2T20GE-B/E/L, 36X10GE-SE/TR, 40GE-B/E/L/SE/TR, 48X10GE-1G-FC/SE/TR, RSP440-LT/SE/TR, RSP880-SE/TR, SIP-700, MPA-1X100GE/1X200GE/1X40GE/20X10GE/20X1GE/2X100GE/2X10GE/2X40GE/32X1GE/4X10GE/8X10GE + 6 FC-license MPA variants (same hardware). Sources: networktigers.com Shopify CDN + cdn.shopify.com (networktigers raw CDN) + router-switch.com Magento CDN + cloudappliances.co.uk (WebP 20HG-FLEX). Coverage: 519 → 581 (77.3% → 86.6%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 083: Cisco NCS 5700 line cards (NC57-18DD-SE/24DD/36H-SE/36H6D-S/48Q2D-S/48Q2D-SE-S/MOD-S/MOD-SE-S) + MPA modules (NC57-MPA-12L-S/1FH1D-S/2D4H-S) + NCS 1014 optical transport (NCS1K14-2.4T-K9/L-K9/X-K9/TXL-K9) — 15 models. Sources: cisco.com/c/dam TD CDN (numbered image IDs 520004–523807) + Cisco datasheet-c78-742016 JCR renditions (embedded PNG from NCS 5700 product datasheet). Coverage: 504 → 519 (75.1% → 77.3%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 082: Cisco ASR 9000 line cards (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) — 13 models (4 skipped: A9K-8T-B/E/L use slash-format names; fixed in 084). Sources: networktigers.com Shopify CDN + router-switch.com Magento CDN. Coverage: 491 → 504 (73.2% → 75.1%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 081: Cisco NCS 560 IMA modules (N560-IMA-1W/2C/2C-DD/8Q/4L), NCS 540 fixed (N540-24Q8L2DD/6Z14S/6Z18G-A/D/FH-AGG/FH-CSR), NCS 540X (N540X-4Z14G2Q/6Z18G/8Z16G/12Z16G/16Z8Q2C/ACC), ASR-9900-RP-SE/TR — 22 new + upgrade ASR-9902/9903 NCS1001/1002 to official Cisco CDN. Sources: cisco.com/c/dam TD CDN, manualslib.com, eBay CDN, signellent.com, brightstarsystems.com. Coverage: 469 → 491 (69.9% → 73.2%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 080: Avaya (ERS 4950GTS-PWR+), Advantech (EKI-7720G-4FI, EKI-9516G-4GMXP) — 3 images. Sources: planetrefurbished.com Shopify CDN + advdownload.advantech.com official product CDN. Coverage: 466 → 469 (69.4% → 69.9%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 079: WAGO (852-1505), WatchGuard (Firebox M5800), ADTRAN (NetVanta 1560-48P), Phoenix Contact (FL SWITCH 4808E-16FX-4GC) — 4 images. Sources: gilautomation.com Shopify CDN, watchguard.com help-center CDN (1MB PNG), portal.adtran.com ProductCatalog, rspsupply.com. Coverage: 462 → 466 (68.9% → 69.4%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 078: Cisco ASR-9001-S, ASR-9000V-AC/DC-A, A9KV-V2-DC-A/DC-E (specific images), NCS1001-K9, NCS1002-K9, NCS1K-EDFA, and 13 NCS1K4/NCS1004 chassis variants — 21 models. Sources: networktigers.com Shopify CDN + router-switch.com Magento CDN (145KB NCS1004 chassis). Coverage: 443 → 462 (66.0% → 68.9%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 077: Barracuda Networks (CloudGen Firewall F900), Peplink (SD Switch 24-Port), Westermo (Lynx 5612-F4G-T8G) — 3 images. Sources: cdn.blueally.com partner CDN + westermo.eworldme.com Shopify CDN. Coverage: 440 → 443 (65.6% → 66.0%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 076: QCT/QuantaMesh (T7032-IX1, T7064-IX4, T9032-IX9), QNAP (QSW-M5216-1T), Sophos (CS210-48FP) — 5 images. Sources: qct.io CDN, hyperscalers.com (T7064-IX4 EOL), cdn.blueally.com qnapworks, Sophos ContentStack CDN. Coverage: 435 → 440 (64.8% → 65.6%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 075: Cisco Nexus 9300 SE1 series (N9324C-SE1U, N9336C-SE1, N9348Y2C6D-SE1U, N9364E-SG2-O, N9364E-SG2-Q, N9396T12C-SE1, N9396Y12C-SE1) — 7 images. Sources: cisco.com/content/dam/cisco-cdc poster-image CDN + cisco.com/c/dam/assets support CDN. Coverage: 428 → 435 (63.8% → 64.8%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 074: Extreme Networks (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) — 10 images. Coverage: 418 → 428 (62.3% → 63.8%)."}
{"d":"2026-04-21","t":"DATA","m":"Migration 073: Cisco ASR 9000 + NCS 540 series images — 18 standalone chassis entries (ASR-9001/9901/9902/9903 + A9KV-V2 variants + N540/N540X variants). Sources: networktigers.com Shopify CDN + tempestns.com WP CDN. Coverage: 400 → 418 (59.6% → 62.3%)."}
{"d":"2026-04-21","t":"INFRA","m":"12-hour DB backup to home server (Mac Studio): /opt/tip/backup-db.sh script + cron 0 0,12 * * * on Erik. First backup: 32MB gzipped pg_dump, rsync over WireGuard VPN, keeps last 10 remote + 5 local."}
{"d":"2026-04-21","t":"DATA","m":"Migrations 065-072 applied to production DB: Cisco (14 models), Juniper (10), Arista remaining (11), NVIDIA/Mellanox (5), Huawei/Nokia (7), Dell/Extreme (7), HPE Aruba/Ubiquiti/Supermicro (8), Celestica/Asterfusion/FS.com/Edgecore (10). Total: +73 switches with images on live DB."}
{"d":"2026-04-21","t":"FIX","m":"Volume data loss prevention: docker-compose.yml updated to use external: true volumes with explicit names (tip_tip_pgdata, tip_tip_qdrant) + restart: unless-stopped on postgres/qdrant. Prevents accidental volume recreation on compose up."}
{"d":"2026-04-21","t":"FIX","m":"Production DB restored from correct volume: tip_tip-pgdata (354MB, 8995 transceivers, 350 vendors, 97K price obs) rsync'd to tip_tip_pgdata (which was a fresh empty DB from wrong compose config). DB now has correct data. Standards (029-seed-standards.sql) applied: 40 rows."}
{"d":"2026-04-21","t":"INFRA","m":"GitHub push gates hardened: pre-push hook installed in transceiver-db repo (.git/hooks/pre-push) — triple security scan (secrets/private IPs/config values) runs before every push to GitHub public repo."}
{"d":"2026-04-18","t":"AI","m":"Blog LLM: claude-code provider implemented in packages/api/src/llm/client.ts — routes BLOG_LLM_PROVIDER=claude-code to claude-bridge (http://localhost:3250/api/generate) on Erik using Claude Code flat-rate subscription. No API billing. checkHealth() pings /health endpoint. Dashboard updated: added claude-code card (EMPFOHLEN, AKTIV), fo-blog-v3-qwen7b card replaced with fo-blog-v5, loadBlogLLMStatus() now handles claude-code provider with correct badge/border highlighting. ecosystem.config.js + .env updated: OLLAMA_LLM_MODEL=fo-blog-v5, BLOG_LLM_PROVIDER=claude-code confirmed active via pm2 env."}
{"d":"2026-04-18","t":"FIX","m":"Cloudflare Tunnel DNS mass-update: after deleting phantom eo-pulse tunnel and creating main-prod (90c22eb0), 31 context-x.org + 7 fichtmueller.org DNS records still pointed to the deleted 641c39a5 tunnel → 530 on all services. Bulk-patched via Cloudflare API: all records now point to main-prod. Created missing admin.magatama.fichtmueller.org CNAME. TIP cloudflared-tip.service restart policy changed to Restart=always (was on-failure, so clean exits caused permanent outage). peercortex.org remains 530 — DNS is in a separate inaccessible Cloudflare account (NS: fattouche/elisabeth.ns.cloudflare.com); needs manual login."}
{"d":"2026-04-18","t":"DATA","m":"Image backfill: GBICS og:image + QSFPTEK backfill scripts run on Erik — 226 new images added (671 → 897 total, 17.5% → 23.4% coverage). OSFP form factor: 0 → 68 images. QSFPTEK og:image URL bug fixed (double-hostname prefix stripped). OSFP-DR8-800G manually set to GBICS-compatible image (cdn11.bigcommerce.com DR8 product photo)."}
{"d":"2026-04-18","t":"FIX","m":"FS.com scraper: all 247 prices written as €79 (wrong) — root cause: 'Gratis Versand ab 79 € (ohne MwSt.)' free-shipping banner appears on every FS.com product page. PRICE_QUALIFIED bodyText regex matched this banner text before reaching the actual product price. Fix: (1) DOM-based price extraction added to page.evaluate — targets [class*='price-value']/[class*='product-price'] etc., skipping elements inside shipping/banner/footer parents; (2) bodyText qualified patterns now check 200-char context for versand/shipping/gratis keywords and skip matches that appear in shipping context; (3) waitForSelector for price elements added before evaluate; (4) deleted 247 invalid €79 observations from DB."}
{"d":"2026-04-18","t":"FIX","m":"has_image flag desync: 671 transceivers had image_url set but has_image=false. Fixed: (1) db.ts findOrCreateScrapedTransceiver now sets has_image=true, image_verified=true on both INSERT (ON CONFLICT DO UPDATE) and UPDATE path; (2) DB bulk UPDATE SET has_image=true WHERE image_url IS NOT NULL AND has_image=false (632 rows fixed)."}
{"d":"2026-04-18","t":"FIX","m":"Fiber type missing for 400G/800G parallel-optic modules (DR8/SR8/FR8 etc.): spec-updater parseSpecTable did not recognize standard abbreviations. Added DR/FR/LR/ER/ZR → SMF and SR → MMF patterns for both 'Fiber Type' field values and part-number-style keys. DB bulk UPDATE applied: 55 transceivers set to SMF, 20 to MMF."}
{"d":"2026-04-18","t":"FIX","m":"Dashboard blog generation: both generateBlog() and generateBlogManual() were calling POST /api/blog/generate without Authorization: Bearer header. requireAuth middleware correctly returned 401, shown as 'Unauthorized — please log in' toast. Fixed: read loadToken() before each fetch and include token in header. Also added r.status===401 guard to redirect to login page on token expiry."}
{"d":"2026-04-18","t":"FIX","m":"PM2 SKIP_FS_SCRAPER env not picked up by tip-scraper-daemon: pm2 restart --update-env did not apply new ecosystem.config.js vars because PM2 loaded from its saved dump. Fixed: pm2 delete + pm2 start ecosystem.config.js --only tip-scraper-daemon + pm2 save. Daemon restarted fresh (ID 83, 0 restarts) with SKIP_FS_SCRAPER=true now confirmed live. FS.com job now correctly skips on Erik instead of failing with ENOENT."}
{"d":"2026-04-18","t":"FIX","m":"FS.com Mac scraper: suppress Crawlee post-run ENOENT unhandledRejection — Crawlee's FileSystemStorage fires a final _isTaskReadyFunction call after run() resolves, reading a request .json that was already processed/cleaned-up. This ENOENT triggered process.exit(1) before Phase 2 completed, causing 7 days of missing FS.com price data. Fixed: targeted unhandledRejection handler in require.main block swallows ENOENT from request_queues paths while re-raising real errors."}
{"d":"2026-04-18","t":"FIX","m":"FS.com Mac scraper: PID lock (/tmp/tip-fs-scraper.lock) added to run-fs-scraper-mac.sh — prevents concurrent instances when launchd 2am fire overlaps with a still-running earlier run. Previous concurrent instances caused rmSync(storage-fs-phase1) race (one instance deletes the storage dir while another is using it), crashing Phase 2."}
{"d":"2026-04-18","t":"FIX","m":"Scraper health monitor: tiered alerts replacing false-positive 6h threshold. Old: fired every 3h for any vendor with 0 new prices (including stable prices). New: 🔴 CRITICAL (last price >7 days), 🟡 WARNING (last price 48h-7 days), ✅ STABLE (0 new prices but last price ≤48h — content hash dedup, scraper running OK). Shows pg-boss job state+time for faster root-cause."}
{"d":"2026-04-18","t":"FIX","m":"Daemon stability: global unhandledRejection handler in scheduler index.ts — Crawlee post-run lock-file ENOENT (request_queues path) was crashing the daemon process (process.exit(1)) which killed all active pg-boss jobs and triggered PM2 restart loops. Fix: swallow ENOENT from request_queues paths at the scheduler level; re-raise all other rejections. Also: FS.com scheduler worker now skips (SKIP_FS_SCRAPER=true env var) on Erik where Cloudflare WAF blocks datacenter IPs; Mac launchd handles FS.com scraping. Created missing Crawlee storage dirs: storage-fs-phase1, storage-fs-phase2, storage-ebay-transceivers, storage-fs. Health monitor pg-boss lookup extended from 12h → 26h; added completedMap; vendors with recent job completion + historical prices classified as STABLE (not CRITICAL) — eliminates ATGBICS/Fluxlight false-positive alerts."}
{"d":"2026-04-18","t":"FIX","m":"Playwright chromium_headless_shell-1217 installed on Erik (/opt/playwright-browsers/): ATGBICS and FS.com PlaywrightCrawler were throwing BrowserLaunchError on every run since Crawlee browser-pool requires chromium_headless_shell binary, not regular chromium. Fixed by: PLAYWRIGHT_BROWSERS_PATH=/opt/playwright-browsers npx playwright install chromium --with-deps on Erik."}
{"d":"2026-04-18","t":"FIX","m":"Crawlee withIsolatedStorage global env-var race condition eliminated: scheduler.ts removed all withIsolatedStorage() wrappers (were mutating process.env.CRAWLEE_STORAGE_DIR globally, causing concurrent scrapers to pick up wrong storage dirs). All Crawlee scrapers now use makeCrawleeConfig(name) instance-level Configuration. fs-com.ts migrated to fs-phase1/fs-phase2 storage names with rmSync cleanup before each phase. switch-assets-crawler.ts and switch-assets-playwright.ts now pass makeCrawleeConfig. Fixed: ATGBICS, community-issues, market-intel, FS.com."}
{"d":"2026-04-18","t":"FIX","m":"FS.com Mac launchd scraper (org.tip.fs-scraper): was failing with exit code 126 (Operation not permitted) because macOS TCC blocks launchd agents from accessing ~/Desktop/Claude Code/ path. Fixed: script moved to ~/.tip/run-fs-scraper-mac.sh, plist WorkingDirectory changed to ~/.tip. FS.com is now scraping from residential Mac IP again."}
{"d":"2026-04-18","t":"FIX","m":"NADDOD stockLevel 'unknown' -> 'on_request': invalid value for price_observations_stock_level_check constraint — was causing all NADDOD price insertions to fail."}
{"d":"2026-04-18","t":"FIX","m":"Crawlee makeCrawleeConfig: clear request_queues/default before each run — Crawlee FileSystemStorage marks URLs as HANDLED (state=4, orderNo=null) after processing. With purgeOnStart=false these entries persisted, so next crawler.run(startUrls) deduplicated all startUrls → requestsTotal=0 → immediate finish with 0 scraped pages. Fix: rmSync(request_queues/default) at start of makeCrawleeConfig(). Safe: session pool lives in key_value_stores/, not request_queues/. ATGBICS confirmed fixed: now scrapes 6 categories, 78 products, 33 unique with prices."}
{"d":"2026-04-18","t":"FIX","m":"Optcore scraper: add SKIP_OPTCORE_SCRAPER guard — optcore.net Cloudflare WAF blocks Erik IP (82.165.222.127). WP REST API returns 403/HTML block page, catch handler returns 0 URLs → 0 products every run. Set SKIP_OPTCORE_SCRAPER=true in ecosystem.config.js. Pattern mirrors SKIP_FS_SCRAPER. Residential IP (Mac launchd) required for Optcore."}
{"d":"2026-04-18","t":"FIX","m":"10Gtek scraper: was finding 152 products but 0 prices — 10gtek.com main site only shows technical spec tables (no prices). Rewrote scraper to target sfpcables.com (10Gtek's own retail store, same company) which exposes Magento product listings with Model: <part> + US$X.XX prices. Added Magento loop-detection via seen-part dedup (stops pagination when all products on a page were already seen). XFP title-after-pipe fallback for part number extraction. Removed QSFP-DD (not on sfpcables.com). Result: 50 products, 49 prices on first live run. Health monitor CRITICAL alert resolved."}
{"d":"2026-04-18","t":"FEAT","m":"Price Comparison Dashboard: public /api/price-comparison (summary, list top-50 SKUs by vendor coverage, per-SKU detail). Express Router, no auth required. New '💲 Price Comparison' dashboard tab with stat cards, form-factor breakdown table, top-50 SKU table (clickable rows), and SKU detail lookup with per-vendor prices + stock + spread %."}
{"d":"2026-04-18","t":"DATA","m":"Eoptolink OEM catalog scraper: harvests 93 product-solution pages from eoptolink.com, extracts part numbers (EOLO-*/EOLQ-* format), seeds transceivers table as manufacturer=Eoptolink entries with form_factor/speed/fiber/category. No prices (B2B OEM). Scheduled every 4h (40 */4 * * *)."}
{"d":"2026-04-18","t":"FIX","m":"stock_observations repopulated after TRUNCATE: storage-fs/request_queues/default/ directory re-created on Erik; NADDOD scraper manual-triggered; 4+ prices confirmed written within 20s."}
{"d":"2026-04-17","t":"FEAT","m":"MCP Server v0.2.0: wired finder.ts (find_flexoptix_for_switch, get_competitor_alerts), switch-docs (get_switch_docs, get_switch_image), analyze_market_with_llm (qwen2.5:14b via Ollama, enriched with live hype cycle + pricing + news), generate_blog_post (fo-blog-v5 fine-tuned model with qwen2.5:14b fallback + live pricing enrichment). OLLAMA_BASE_URL env var for Ollama endpoint."}
{"d":"2026-04-17","t":"UI","m":"Stock dashboard: 6th stat card (Multi-Vendor SKUs), confidence quality badge column in vendor breakdown (🟢 L3 per-warehouse / 🟡 L2 aggregated / ⚪ L1 boolean), new Multi-Vendor Price Comparison table with min/max/avg per SKU. Subtitle updated to mention QSFPTEK + NADDOD."}
{"d":"2026-04-17","t":"FEAT","m":"/api/stock/summary enhanced: vendor_breakdown adds avg_confidence + currencies + confidence breakdown (conf_per_warehouse/aggregated/boolean); new price_comparison endpoint (top 50 SKUs tracked by 2+ vendors with price spread); totals adds multi_vendor_skus count."}
{"d":"2026-04-17","t":"DATA","m":"Cisco TMG expanded to 17 platform families (+5 new: 8000 Series, NCS5500, NCS540, NCS560, NCS1000). Per-device query strategy replaces family-level search: iterates all switch IDs from filter → 58 switches per N9300 vs 1 before. 856 compat entries / 174 switches after re-run."}
{"d":"2026-04-17","t":"DATA","m":"Juniper HCT scraper run: 475 Juniper-brand transceivers seeded into transceivers table (form factor, speed, reach, fiber type from apps.juniper.net/hct). No prices (OEM). Scheduled to run at 6:15 + 18:15 daily."}
{"d":"2026-04-17","t":"DATA","m":"Competitor research: QSFPTEK shows real-time aggregated stock count (e.g. '5507 in real-time stock, 17 Apr 2026') + USD prices; NADDOD shows exact per-product counts ('In Stock: 543') via Astro SSR. Both scraped publicly, no login required. Flexoptix confirmed exact Lagerbestand + EUR prices. FS.com: EUR prices yes, exact counts no."}
{"d":"2026-04-17","t":"DATA","m":"stock_observations selective cleanup + schema upgrade: TRUNCATE stock_observations (186 FS.com test-run rows cleared, will repopulate on next launchd run). Added 4 new quality columns via migration 038: stock_confidence (1=boolean/2=aggregated/3=per-warehouse), price_currency CHAR(3), price_includes_tax BOOLEAN, stock_vendor_ts TIMESTAMPTZ."}
{"d":"2026-04-17","t":"FEAT","m":"Migration 028 retroactively committed to repo (028-stock-observations-warehouse-columns.sql) — documents the 10 warehouse columns applied directly to Erik DB. Guards with IF NOT EXISTS for safe re-application."}
{"d":"2026-04-17","t":"FEAT","m":"upsertStockObservation upgraded: new optional params stockConfidence (1|2|3), priceCurrency (ISO 4217), priceIncludesTax (boolean), stockVendorTs (timestamptz). FS.com now writes stockConfidence=3+priceCurrency=EUR+priceIncludesTax=false. Delta detection now also checks quantity_available changes."}
{"d":"2026-04-17","t":"FEAT","m":"QSFPTEK scraper v2: Phase 1 uses existing /mall/commodity/list API for product catalog (880+ products from sitemap). Phase 2 fetches /en/product/XXXXX.html detail pages to extract 'X in real-time stock, DATE' — writes stock_observations with stockConfidence=2 + stockVendorTs. Up to 500 detail pages per run at 2s rate limit."}
{"d":"2026-04-17","t":"FEAT","m":"NADDOD scraper v2: complete rewrite — migrated from WooCommerce category scraping to Astro sitemap-based discovery (/sitemaps/products.xml, /products/XXXXX.html). Extracts 'In Stock: X' exact counts from server-rendered HTML. Writes both price_observations (USD) and stock_observations (stockConfidence=1 or 2 depending on data visibility)."}
{"d":"2026-04-17","t":"DATA","m":"FS.com first warehouse data load: 268 products scraped, 186 stock_observations written — DE-Lager 128,428 units, Global-Lager 156,052 units, Backorder 37,495, 53.4M units sold total. Top seller: SFP-10GSR-85 with 14M units sold."}
{"d":"2026-04-17","t":"FIX","m":"upsertStockObservation: skip condition now includes backorder_qty — backorder-only products (DE=0 GL=0 BO>0) like coherent ZR/ZRH were silently dropped instead of being recorded"}
{"d":"2026-04-17","t":"FIX","m":"FS.com price extraction: broad fallback regex now only accepts prices >€100 to reject FS.com's €79 'Preis auf Anfrage' placeholder — prevents fake price observations on 1G/10G/25G/40G/100G transceivers"}
{"d":"2026-04-17","t":"UI","m":"Dashboard: stock observations count in header stats bar + warehouse stock summary card in Overview tab (hidden until stock_observations populated); both driven by /api/health stock block"}
{"d":"2026-04-17","t":"FEAT","m":"Health API: /api/health now includes stock block — total_observations, transceivers_with_stock, vendors_with_stock, total_de_qty, total_global_qty, last_observation_at from stock_observations"}
{"d":"2026-04-17","t":"INFRA","m":"FS.com Mac-side runner: launchd plist at 02:00/10:00/18:00 + run-fs-scraper-mac.sh via SSH tunnel to Erik DB port 5433 — residential IP required, datacenter IP blocked by FS.com Cloudflare WAF"}
{"d":"2026-04-17","t":"FEAT","m":"Stock API: GET /api/stock, /api/stock/summary, /api/stock/:id — warehouse breakdowns (DE-Lager, Global-Lager, Nachlieferung, units_sold) per transceiver/vendor"}
{"d":"2026-04-17","t":"DATA","m":"upsertStockObservation() in db.ts — writes 10 new stock_observations columns (warehouse_de_qty, warehouse_global_qty, backorder_qty, units_sold, compatible_brands, price_net, product_url, delivery dates)"}
{"d":"2026-04-17","t":"DATA","m":"FS.com scraper v2: Playwright-based, extracts DE-Lager + Global-Lager + Nachlieferung + Verkauft counts, German number/date parsing, 120-URL pre-queue, 12-category crawl, 12h dedup window"}
{"d":"2026-04-17","t":"FIX","m":"SmartOptics scraper v2: WooCommerce REST API fallback + 8 catalog categories + relative URL regex fix — was finding only 8 products, now discovers full catalog"}

---

{"d":"2026-04-12","t":"FIX","m":"DB functions compute_transceiver_verification() + compute_transceiver_verification(uuid): both now require competitor_verified as 4th criterion for fully_verified — was silently ignoring competitor check and granting ★ 100% badge based on only 3 criteria"}
{"d":"2026-04-12","t":"FEAT","m":"Scheduler: maintenance:reconcile-verification nightly job (01:00 UTC via pg-boss) — auto-resets competitor_verified=false where no non-Flexoptix price_observation in last 30 days, then recomputes fully_verified — eliminates recurring false ★ 100% badges without manual SQL intervention"}
{"d":"2026-04-12","t":"DATA","m":"Data quality: 608 transceivers had competitor_verified=true with NO actual non-Flexoptix price in last 30 days — all reset to false + fully_verified=false. ★ 100% badge now only shows when genuinely earned. Triggered by user catching false badges on 1.6T OSFP products."}
{"d":"2026-04-12","t":"FIX","m":"ATGBICS + FS.COM scrapers: PlaywrightCrawler useSessionPool=false added — eliminates SDK_SESSION_POOL_STATE.json crash on every run; withIsolatedStorage now pre-seeds empty session state file as belt-and-suspenders"}
{"d":"2026-04-12","t":"FIX","m":"Skylane scraper: pagination now breaks on zero NEW unique product URLs (was looping all 10 pages because Algolia returns same content regardless of ?page=N)"}
{"d":"2026-04-12","t":"FIX","m":"AscentOptics scraper fully rewritten: uses /product-list?is_render=1&category_id=CID JSON API (was hitting 404 on old /catalog/ URLs); hardcoded category IDs for 14 transceiver form factors; no prices (OEM Get Quote model)"}
{"d":"2026-04-12","t":"UI","m":"Dashboard transceiver table: VERIFIED column now shows all 4 individual criteria per row (✓/— P=Price, I=Image, D=Details, C=Competitor) in green/red — ★ 100% badge only when all 4 met; uses competitor_verified DB column"}
{"d":"2026-04-12","t":"FIX","m":"Data quality: 59 anomalous price observations deleted (FS.COM accessories EUR 1-18 misidentified as OSFP/QSFP-DD/QSFP28; ATGBICS QSFP-DD sub-$60) — 49 transceivers competitor_verified degraded to false, 1 fully_verified badge removed"}
{"d":"2026-04-12","t":"FIX","m":"upsertPriceObservation: hard floor $1.50 USD added before form-factor bounds check — catches accessories/cables misidentified as transceivers when form_factor defaults to SFP with loose [2,3000] bounds"}
{"d":"2026-04-12","t":"FIX","m":"GBICS scraper: attribute order changed on site — regex updated from aria-label→href→data-event-type to dual-pass href+aria-label (both orders), data-event-type no longer required; prices now correctly extracted"}
{"d":"2026-04-12","t":"FIX","m":"Scheduler: 11 missing boss.work() handlers added for lightweight scrapers (fluxlight, gbics, optcore, champion-one, sfpcables, blueoptics, fiber24, tscom, skylane, ascentoptics, gaotek) — jobs were queued by cron but never consumed; scrapers stale 24-48h"}
{"d":"2026-04-12","t":"FIX","m":"withIsolatedStorage: removed rmSync cleanup of Crawlee storage dir — dir deletion caused SDK_SESSION_POOL_STATE.json not found crash on every Playwright scraper restart (ATGBICS/FS.COM failed every 2h cycle)"}
{"d":"2026-04-12","t":"FEAT","m":"Scheduler: monitor:scraper-health job added (every 3h via pg-boss) — checks price_observations per vendor in last 6h, logs SCRAPER HEALTH ALERT to pm2 stderr for any vendor with 0 new prices"}
{"d":"2026-04-12","t":"FIX","m":"Health check vendor names corrected: SFPCables→SFPcables, Fiber24→ShopFiber24, T&S Com→T&S Communication to match actual vendor table values"}
{"d":"2026-04-12","t":"FIX","m":"FiberMall scraper: URL schema corrected — wrong /c/1g-sfp-transceiver/ paths (HTTP 404) replaced with actual /store-XXXXX-name.htm category URLs discovered via homepage navigation scrape"}
{"d":"2026-04-12","t":"FIX","m":"FiberMall parser: product card split on new_proList_mainListLi (Vue.js SSR), price extracted from <span class=currency_price data-price=X.XX> — fixed false-match on data-price=0.00 from SKU variant items that appears before real price in each card"}
{"d":"2026-04-12","t":"FIX","m":"FiberMall: also scrapes SKU brand variants from .sku_item divs within each product group (Cisco/Arista/Juniper compatible versions listed per product)"}
{"d":"2026-04-12","t":"FIX","m":"Flexoptix price parsing: EUR text regex /([\d.]+)\s*EUR/ matched only digits before thousand separator (2,921.60 EUR → 2 EUR) — fixed to /([\d,]+\.?\d*)\s*EUR/ with comma strip; affects all Flexoptix prices >999 EUR"}
{"d":"2026-04-12","t":"FIX","m":"Flexoptix catalog: O.138HG2.C.05 (1.6T OSFP224 2x DR4) price corrected 3009.60→2921.60 EUR (stale since 2026-04-09, Flexoptix.net shows FLEXBOX price 2921.60 via data-price-amount attribute)"}
{"d":"2026-04-12","t":"FEAT","m":"Flexoptix catalog: 4 new search queries added — OSFP224 1.6T, OSFP224, 1.6T DR4, 1.6T transceiver — covers new 1.6T form factor previously missing entirely from catalog scraper"}
{"d":"2026-04-12","t":"FIX","m":"Schema: competitor_verified + competitor_verified_at columns added to transceivers table (ALTER TABLE) — were referenced in db.ts upsertPriceObservation but not in schema, causing price writes to fail silently for all competitor vendors (FiberMall, QSFPTEK etc.)"}
{"d":"2026-04-11","t":"FEAT","m":"Scraper coverage expansion: 3 new scrapers added — FiberMall (fibermall.com, USD), Vcelink (vcelink.com, USD, Shopify), OpticsBay (opticsbay.com, USD, WooCommerce) — all wired into scheduler and Pi fleet"}
{"d":"2026-04-11","t":"FIX","m":"QSFPTEK scraper fully rewritten: site migrated from OpenCart to custom Java/Spring+Vue — old /c/*.html paths 404, now uses /mall/commodity/list API with attribute-based data rate filtering; 8 attribute IDs for 1G/10G/25G/40G/100G/200G/400G/800G"}
{"d":"2026-04-11","t":"INFRA","m":"Scheduler: 61 workers total, 53 cron schedules — FiberMall/Vcelink/OpticsBay added at :03, :07, :57 past even hours"}
{"d":"2026-04-09","t":"FEAT","m":"Price anomaly detection: PRICE_BOUNDS per form-factor in db.ts upsertPriceObservation — prices outside [min,max] USD range silently rejected to prevent garbage data (e.g. SFP+ [4, 5000], OSFP224 [200, 60000])"}
{"d":"2026-04-09","t":"UI","m":"Dashboard: LLM panel redesigned for light theme readability; LLM model selector added to Blog Engine tab"}
{"d":"2026-04-09","t":"INFRA","m":"Pi Starlink proxy-agent: scraper routes selected lightweight scrapers exclusively to Pi worker fleet via SOCKS5 — no Playwright traffic on Pi nodes"}
{"d":"2026-04-09","t":"DATA","m":"800G standards deep enrichment: migration 033 — IEEE 802.3df, OIF 800G IA, 800G MSA, OSFP MSA, QSFP-DD800 MSA with links, status, timeline"}
{"d":"2026-04-09","t":"FEAT","m":"Linecard system support: switches can have linecard slots; Cisco 8000 accuracy migration (031) with correct port count and linecard data"}
{"d":"2026-04-09","t":"FIX","m":"Qdrant init, switch column verification, crawler live status, demo data badges — stability audit fixes"}
{"d":"2026-04-08","t":"FEAT","m":"Scraper: SOCKS5 proxy rotation for FS.com, ATGBICS, GBICS via Pi fleet nodes — residential IPs for CloudFront WAF bypass"}
{"d":"2026-04-07","t":"AI","m":"Blog fine-tuning: 100 gold-standard training articles added (blog-001 to blog-100) for fo-blog-v2/v3 fine-tuning dataset"}
{"d":"2026-04-06","t":"FIX","m":"Scraper: FS.com switched to de.fs.com for EUR prices as primary source; parsePrice hardened (requires currency symbol, uses largest number)"}
{"d":"2026-04-06","t":"FIX","m":"Scraper: bot User-Agents replaced with Chrome UA; dead domain scrapers disabled"}
{"d":"2026-04-06","t":"FIX","m":"Blog: Claude API calls serialized via queue to prevent 429 rate-limit spam; claudeQueue deadlock from recursive 429 retry fixed"}
{"d":"2026-04-06","t":"FEAT","m":"Blog: Anthropic Claude provider added to LLM client — claude-bridge on Erik used as flat-rate backend"}
{"d":"2026-04-06","t":"DATA","m":"Migrations 026+027: price observation cleanup and FS.com EUR currency fix"}
{"d":"2026-04-06","t":"FIX","m":"Dashboard: verified badge logic corrected; comparable pricing shown properly; product images clickable"}
{"d":"2026-04-06","t":"AI","m":"Blog training: 13 gold-standard articles added to BlogLLM training set"}
{"d":"2026-04-05","t":"FEAT","m":"Blog Engine: AEM/APM pipeline steps + SLL context builder + LinkedIn v2 prompts; blog routes mounted (blogSllRouter + scraperRouter)"}
{"d":"2026-04-05","t":"FEAT","m":"Blog: Title Contract + Technical Sanity Check + Self-Heal + angle-aware LinkedIn generator; anti-repetition engine with 6 angle types and forbidden structures"}
{"d":"2026-04-05","t":"FEAT","m":"Blog: Post to Ghost + Post to LinkedIn buttons in dashboard"}
{"d":"2026-04-05","t":"FIX","m":"Blog: hard story blacklist in STEP4 + LinkedIn (2AM/dirty connector/lab-vs-prod stories banned); word target 1200–1600; power-budget false positive fix"}
{"d":"2026-04-05","t":"FEAT","m":"Dashboard: data verification status section added to Overview tab"}
{"d":"2026-04-05","t":"FEAT","m":"Scraper: all pricing scrapers unified to 2h 24/7 cycle — full competitor coverage with no scheduling gaps; 4th verification criterion (Competitor) added"}
{"d":"2026-04-11","t":"FIX","m":"Scraper: CRAWLEE_PURGE_ON_START=1 set in withIsolatedStorage — fixes FS.com + ATGBICS crash on startup (SDK_SESSION_POOL_STATE.json not found in fresh isolated storage dir)"}
{"d":"2026-04-11","t":"FEAT","m":"Scraper: NADDOD, QSFPTEK, AddOn Networks added to pg-boss scheduler (every 2h, slots :48/:52/:55) — 24 pricing queues total, 58 workers"}
{"d":"2026-04-11","t":"FIX","m":"Scraper: ProLabs rewritten from PlaywrightCrawler (blocked by CloudFront WAF TLS fingerprinting) to fetch-based sitemap scraper — catalog-only (B2B quote model, no public prices)"}
{"d":"2026-04-11","t":"FIX","m":"Scraper: startup zombie cleanup in index.ts — on daemon restart, active pg-boss jobs older than 5 min are marked failed to allow re-queueing at next cron tick"}
{"d":"2026-04-11","t":"FIX","m":"Scraper: pre-existing TypeScript build errors fixed (findOrCreateScrapedTransceiver: removed invalid name/url/extractType params; ebay-enricher cheerio type mismatch; community-issues description→summary, publishedDate→published_at)"}
{"d":"2026-04-04","t":"AI","m":"Blog Engine v5: STEP8b replaced with Reduction Engine v1.0 (5-pass: Repetition Kill → Tech Prune → Flow Rebuild → Weight Correction → Humanization); target 700-1000 words; LaTeX hard delete in Pass 2; title/content alignment in Pass 4; word count range enforcement 600-1300 with warnings"}
{"d":"2026-04-04","t":"DATA","m":"Blog calibration: Gold Standard 5 added (market alert / pricing article — 2026-04-04; title matches body throughout; no LaTeX; DR4 = MPO-12 not LC duplex; ending lands on title topic not generic close)"}
{"d":"2026-04-04","t":"AI","m":"Blog Engine v5: system prompt + STEP9 QA hardened with LaTeX hard fail (\\[...\\] destroys flow), DR4 connector hard fail (DR4=MPO-12, FR4=LC duplex), title/content alignment check (12d); WRONG PATTERNS extended with 4 new entries"}
{"d":"2026-04-04","t":"AI","m":"Blog Engine v5: STEP4b Narrative Control (4-correction pass after draft — root cause assignment, anti-FUD filter, reality reframe, Flexoptix voice check); minimum words 1500→2500; reduction pass 25-35%→15-25%; pipeline now 14 steps, version v5-narrative-control"}
{"d":"2026-04-04","t":"AI","m":"Blog Engine v5: STEP_LINKEDIN_POST — generates LinkedIn post ≤2800 chars from final article (hook + 3-5 insights + CTA + hashtags); stored in blog_drafts.linkedin_post + linkedin_char_count; hard truncation at 2800 if LLM exceeds limit"}
{"d":"2026-04-04","t":"DATA","m":"Blog calibration: Gold Standard 4 added (compatible vs OEM narrative correction — 2026-04-04; optic = not root problem, exposes existing issues; correct Flexoptix framing: validation responsibility shifts to operator)"}
{"d":"2026-04-04","t":"DATA","m":"Migration 024: linkedin_post + linkedin_char_count columns in blog_drafts"}
{"d":"2026-04-04","t":"FIX","m":"Proxy Network: IP geo-lookup via ip-api.com on register/heartbeat (country_code + city now populated); heartbeat_count column + uptime_pct computed per heartbeat (was always 0.00); dedup fix — register returns existing token for same IP+port; heartbeat no longer overwrites registered IP (prevented IPv6 churn conflicts)"}
{"d":"2026-04-04","t":"DATA","m":"Proxy Network: migration 023 — heartbeat_count column added, existing node uptime_pct backfilled, duplicate registration from same IPv6 removed (4 nodes → 3)"}
{"d":"2026-04-04","t":"AI","m":"Blog Engine v4: STEP8b Reduction Pass (25-35% content cut, removes repeated concepts) + STEP8c Style Lock (tone consistency, scope/OPM fix, no inline SKUs) — pipeline now 12 steps, version v4-reduction-stylelock"}
{"d":"2026-04-04","t":"DATA","m":"Blog calibration: Gold Standard 3 added (Style B troubleshooting — 2026-04-04 field feedback, flowing narrative, zero sections, failure as behavior not scenario)"}
{"d":"2026-04-04","t":"FIX","m":"Flexoptix scraper: contentHash call fixed (was passing JSON.stringify string, now passes object directly)"}
{"d":"2026-04-03","t":"FEAT","m":"TIP Proxy Network (packages/proxy-agent): SOCKS5 residential proxy for CloudFront WAF bypass — node registration, heartbeat, load balancing with uptime+latency scoring"}
{"d":"2026-04-03","t":"FEAT","m":"proxy-agent CLI package (@tip/proxy-agent): tip-agent start/status/stop, configurable bandwidth cap, 30s heartbeat, graceful shutdown"}
{"d":"2026-04-03","t":"FIX","m":"DB utils: price_verified=true now set in content_hash early-return path (no new observation); image_verified=true auto-set on INSERT and on image_url update in findOrCreateScrapedTransceiver"}
{"d":"2026-04-03","t":"FIX","m":"pg-boss pool: max connections reduced to 4 + idle_in_transaction_session_timeout=30s — fixed PostgreSQL max_connections exceeded (100/100)"}
{"d":"2026-04-03","t":"DATA","m":"Image backfill: 178 Flexoptix images added via GraphQL small_image — Optcore images via Playwright gallery — findOrCreateScrapedTransceiver now updates image_url for existing records"}
{"d":"2026-04-03","t":"FEAT","m":"SmartOptics scraper: DWDM/coherent product catalog, og:image extraction, 8 products with form factor + reach detection"}
{"d":"2026-04-03","t":"FIX","m":"Fluxlight scraper: price extraction fixed for BigCommerce HTML (data-product-price-without-tax attribute)"}
{"d":"2026-04-03","t":"AI","m":"Blog Engine v3: STEP4 prose requirement (zero tolerance for ## headers, #### Scenario: patterns, bullet sections) — STEP3 outline as flow plan (3-4 beats) — STEP9 format violations as primary hard fail"}
{"d":"2026-04-03","t":"FIX","m":"Blog engine: DR4 wavelength corrected to 1310nm=0.35dB/km; scope description fixed (visual tool, not loss measurement device)"}
{"d":"2026-04-03","t":"FIX","m":"Blog engine: orphaned floating text in fo-blog-pipeline.ts removed (dead code outside template literal causing TypeScript build failure)"}
{"d":"2026-04-03","t":"FEAT","m":"NOG Talks scraper: DENOG/NANOG/RIPE/ENOG/NLNOG/Euro-IX conference talks — relevance scoring, optical keyword detection, weekly pg-boss job, CtxEvent cross-DB bridge via dblink"}
{"d":"2026-04-03","t":"FEAT","m":"Hot Topics v2: market_intelligence as SOURCE 3b (0.6+ relevance, urgency mapping per intel_type), NOG Talks as SOURCE 3c (grouped by event with speaker+abstract), limit 20 topics"}
{"d":"2026-04-03","t":"FIX","m":"Flexoptix scraper: 1G SFP coverage fixed (added SFP LX/SX/ZX queries); SKU suffix stripping (:Sx → base SKU); pagination cap removed (200-product limit was blocking full catalog); Phase 1→2 URL enrichment"}
{"d":"2026-04-03","t":"FEAT","m":"Prediction intelligence fully_verified trigger: PostgreSQL trigger trg_sync_fully_verified auto-computes fully_verified = price_verified AND image_verified AND details_verified — mass backfill: 258 → 3615 badges"}
{"d":"2026-04-02","t":"FEAT","m":"Auth: password-protected login page — HMAC-SHA256 signed token, requireAuth middleware on all API routes, dark TIP-themed login page"}
{"d":"2026-04-02","t":"INFRA","m":"Raspberry Pi fleet: 3x Pi nodes running 24/7 as lightweight scraper workers via WireGuard VPN, pg-boss multi-node queue sharing"}
{"d":"2026-04-02","t":"INFRA","m":"WireGuard VPN: Pi fleet tunnel for secure PostgreSQL access to production DB"}
{"d":"2026-04-02","t":"FEAT","m":"Prediction Intelligence System (migration 022): 7 new tables — hyperscaler_capex, distributor_lead_times, github_tech_signals, marketplace_velocity, ai_cluster_announcements, standards_activity, forecast_signals"}
{"d":"2026-04-02","t":"FEAT","m":"SEC EDGAR scraper: XBRL API, quarterly CapEx for Amazon/Microsoft/Alphabet/Meta — DC-share estimate + YoY growth"}
{"d":"2026-04-02","t":"FEAT","m":"GitHub Signals scraper: weekly repo_count/commit/stars for 400G/800G/ZR/CMIS/CPO/silicon-photonics tech adoption tracking"}
{"d":"2026-04-02","t":"FEAT","m":"eBay Velocity scraper: sold/active listing counts + avg price for 9 transceiver search terms — every 12h"}
{"d":"2026-04-02","t":"FEAT","m":"AI Cluster Announcements scraper: 6 RSS feeds (DataCenterKnowledge, DC Dynamics, Blocks&Files, Next Platform, ServeTheHome) — extracts company, MW, network speed, estimated transceivers"}
{"d":"2026-04-02","t":"FEAT","m":"Distributor Lead Times scraper: Mouser, Digi-Key, RS Components — in_stock, stock_qty, lead_time_weeks, price — daily"}
{"d":"2026-04-02","t":"FEAT","m":"Standards Tracker: IEEE 802.3 project table, OIF hot topics, IETF Datatracker API — tracks in-progress/ballot/published status — weekly"}
{"d":"2026-04-02","t":"FEAT","m":"Forecast Engine: weighted demand index (0-100) from 6 signal types — capex 0.30, ai_clusters 0.25, ebay_velocity 0.20, lead_times 0.15, github 0.06, standards 0.04 — 3/9/12/18 month horizons for 5 technologies"}
{"d":"2026-04-02","t":"FEAT","m":"NAS sync: datasheet/manual download — PDFs from product_documents organized into switches/transceivers/whitepapers/other"}
{"d":"2026-04-02","t":"INFRA","m":"Scheduler: 50 total pg-boss jobs — 8 new prediction/forecast jobs with cron schedules"}
{"d":"2026-04-03","t":"FEAT","m":"TIP Proxy Network: residential proxy pool — contributor nodes donate bandwidth, SOCKS5 server (Node.js net only), register/heartbeat/next/rotate/stats API, round-robin routing with uptime+latency scoring"}
{"d":"2026-04-03","t":"FEAT","m":"@tip/proxy-agent: standalone CLI package — tip-agent start/status/stop, configurable bandwidth cap, 30s heartbeat, graceful shutdown"}
{"d":"2026-04-03","t":"UI","m":"Dashboard Network tab: node stats, join-the-network card with token generator, install command box, country breakdown table"}
{"d":"2026-04-03","t":"INFRA","m":"Mac Studio home node: tip-agent running on 192.168.178.213:1081, PROXY_URL=socks5://192.168.178.213:1081 set in PM2 env for scraper+api, ProLabs WAF bypass now active"}
{"d":"2026-04-01","t":"FEAT","m":"Product Intelligence Layer (migration 020): product_issues table (forum/community bugs), condition+marketplace on price_observations, features JSONB on switches+transceivers"}
{"d":"2026-04-01","t":"FEAT","m":"eBay Enricher: scrapes eBay.de for switch/transceiver listings — extracts features, description, refurbished prices, images — nightly via pg-boss"}
{"d":"2026-04-01","t":"FEAT","m":"Community Issues Scraper: extracts known bugs/incompatibilities from Reddit, ServeTheHome, Arista Community, Cisco Community, NetworkEngineering SE"}
{"d":"2026-04-01","t":"DATA","m":"7 pre-seeded community issues: Arista QSFP28 EOS compatibility, Cisco SFP DOM bug, Juniper QFX5120 config tip, SG350 SFP speed limit, MikroTik CRS326 QoS, DCS-7800R3 QSA, UniFi third-party warning"}
{"d":"2026-04-01","t":"FEAT","m":"API: GET /api/switches/:id/issues — known community issues with severity, tags, source links; GET /api/switches/:id/documents — official datasheets+manuals"}
{"d":"2026-04-01","t":"UI","m":"Switch detail modal: shows features array from DB, description, eBay refurbished price, known issues with severity color coding, datasheets with download links"}
{"d":"2026-04-01","t":"FEAT","m":"Datasheet Finder: discovers and links official PDF datasheets/manuals from vendor sites (Arista, Cisco, Juniper, HPE) for existing switches"}
{"d":"2026-04-01","t":"DATA","m":"SMB/campus switch seed: 26 models across Cisco SG/CBS 350/550/CBS350, HPE Aruba 1820/2530/2930F, Ubiquiti UniFi Pro/Aggregation, MikroTik CRS326/354/504, Netgear M4300/M4500, Zyxel XGS"}
{"d":"2026-04-01","t":"FIX","m":"forecast.ts: fixed fiveYearProjection accessor (hype.forecast.fiveYearProjection[n] instead of hype.forecast[n])"}
{"d":"2026-04-01","t":"FEAT","m":"Procurement Intelligence Engine: stock_snapshots, abc_classification, reorder_signals, product_lifecycle_events, market_intelligence tables"}
{"d":"2026-04-01","t":"FEAT","m":"Crawler LLM: Ollama-based two-stage extractor (page type detection + structured product extraction) with vendor profiles for 7 vendors"}
{"d":"2026-04-01","t":"FEAT","m":"ABC classification: dynamic A/B/C turnover scoring from price observations, compatibility breadth, vendor count — computed daily"}
{"d":"2026-04-01","t":"FEAT","m":"Reorder signals: buy_now/wait/hold/monitor with signal strength and reasons — computed daily from stock trends, price trends, lead times"}
{"d":"2026-04-01","t":"DATA","m":"Market intelligence seeded: OFC 2026, AWS CapEx $105B, Azure CapEx $80B+, Coherent 400G ZR+ lead times 16-20w, EU TED €2.1B tenders, ECOC 2026, IEEE 802.3df"}
{"d":"2026-04-01","t":"DATA","m":"Lifecycle events seeded: Cisco SFP-10G-LR EOL 2026-06-30, Juniper SFPP-10GE-ER EOL 2026-09-01, 400ZR ratified, 800G MSA draft"}
{"d":"2026-04-01","t":"UI","m":"Procurement Intel tab: Reorder Signals, ABC Classes table, Market Intel cards, Lifecycle Events — live on dashboard"}
{"d":"2026-04-01","t":"FEAT","m":"Market intelligence scraper: OFC/ECOC, IEEE 802.3, EU TED, Farnell/Mouser lead times, LightReading, FierceTelecom — weekly via pg-boss"}
{"d":"2026-04-01","t":"FIX","m":"Dashboard: garbage product names (scraped-*, All Optical Transceivers) no longer shown as product titles — isGarbageName() filter"}
{"d":"2026-04-01","t":"FIX","m":"Dashboard: competitor comparable prices shown as inline tooltip (ⓘ) instead of block element breaking price row layout"}
{"d":"2026-04-01","t":"UI","m":"Dashboard: 100% VERIFIED badge with white-on-green sub-items (Price ✓, Image ✓, Details ✓) — explicit === true checks, no false positives"}
{"d":"2026-04-01","t":"UI","m":"Dashboard list view: SKU + descriptive name on two lines, Verified column with ★ 100% badge"}
{"d":"2026-04-01","t":"UI","m":"Dashboard detail view: manufacturer product name above image, temperature range decoded (COM → 0–70°C), close button visible on light background"}
{"d":"2026-04-01","t":"DATA","m":"Migration 018: garbage data cleanup — marks scraped-* and category-page scrapes as data_confidence=garbage"}
{"d":"2026-04-01","t":"FEAT","m":"Migration 017: verification tags — price_verified, image_verified, details_verified, fully_verified columns + compute_transceiver_verification() function"}
{"d":"2026-03-31","t":"DATA","m":"Migration 016: data_confidence scoring (garbage/low/medium/high)"}
{"d":"2026-03-31","t":"FEAT","m":"Migration 013: v0.2.0 Sales Intelligence tables — competitor_alerts, price_changes, generated_datasheets, sales_forecasts, blog_posts_v2"}
{"d":"2026-03-31","t":"FEAT","m":"Transport planner route: GET /api/transport — city-pair fiber route recommendations with switch and transceiver BOM"}
{"d":"2026-03-31","t":"FEAT","m":"Blog Engine v2: market_alert, migration_guide, competitor_analysis, buying_guide types with data enrichment pipeline"}
{"d":"2026-03-31","t":"FEAT","m":"Competitor alerts route: GET /api/competitor-alerts — price changes, new products, stock events with acknowledge workflow"}
{"d":"2026-03-30","t":"FEAT","m":"Switch→Flexoptix Finder: GET /api/finder — enter switch model, get matching Flexoptix transceivers with prices and shop links"}
{"d":"2026-03-30","t":"FEAT","m":"MCP Server: 12 tools including find_transceiver, get_compatibility, get_hype_cycle, generate_blog, plan_transport"}
{"d":"2026-03-30","t":"FEAT","m":"Norton-Bass Hype Cycle engine: multigenerational diffusion model for 15 transceiver technologies with adoption curves"}
{"d":"2026-03-30","t":"DATA","m":"440 switches seeded including Cisco, Arista, Juniper, Edgecore, Mellanox, whitebox OCP switches"}
{"d":"2026-03-30","t":"DATA","m":"33,993 compatibility entries — transceiver↔switch compatibility matrix"}
{"d":"2026-03-30","t":"FEAT","m":"Price monitoring: 23 scrapers, 60+ data sources, pg-boss scheduler — permanent monitoring"}
{"d":"2026-03-30","t":"FEAT","m":"Qdrant vector DB integration: hybrid full-text + semantic search across products, FAQ, datasheets, news"}
{"d":"2026-03-30","t":"INFRA","m":"Stack deployed: PostgreSQL 17 + TimescaleDB, Qdrant, Cloudflare R2 for images, PM2"}
{"d":"2026-03-30","t":"DATA","m":"v0.1.0: 5,018 transceivers, 351 vendors seeded from 23 initial scrapers"}
{"d":"2026-04-17","t":"DATA","m":"Vendor cleanup: pruned 242 irrelevant OEM/manufacturer vendors with no transceiver or switch data — 348→106 vendors"}
{"d":"2026-04-18","t":"FEAT","m":"Mouser Electronics API scraper: OEM reference prices for Juniper/Cisco/Arista PIDs — scheduled daily 03:00, MOUSER_API_KEY env var required"}
{"d":"2026-04-18","t":"FEAT","m":"Hype Cycle Engine: Norton-Bass diffusion model fitted to 6 tech generations (10G/100G/400G-QSFP-DD/800G-OSFP/400G-ZR/1.6T). Bass params via grid search, Gartner phase detection, ASP log-linear projection. Seeded market_metrics + hype_cycle_analysis table. Scheduled daily 04:30. API: GET /api/hype-cycle/analysis"}
{"d":"2026-04-18","t":"DATA","m":"migration 039: hype_cycle_analysis table (Bass p/q/M params, phase, score, projected share 1y/3y, ASP current + decline %). market_metrics CHECK extended with hype_score type"}
{"d":"2026-04-20","t":"FEAT","m":"switch-image-fetcher.ts: og:image-based image discovery for all 86 seeded switches — covers Cisco, Arista, Juniper, NVIDIA, Edgecore, Celestica, Asterfusion, Dell, HPE, Huawei, Nokia, Extreme, MikroTik, Ubiquiti, FS.COM, Supermicro. Daily at 08:30 UTC."}
{"d":"2026-04-20","t":"FEAT","m":"flexoptix-compat.ts: Flexoptix compatibility scraper — maps switch models to compatible Flexoptix transceivers via search API (vendor_compat) with form-factor fallback (spec_match). Daily 09:00 UTC."}
{"d":"2026-04-20","t":"FEAT","m":"community-issues.ts enhanced: added Cisco Field Notices, Juniper KB, SONiC GitHub Issues sources + new scrapeTransceiverCompatIssues() for switch+transceiver combo issues."}
{"d":"2026-04-20","t":"UI","m":"Dashboard switch table: thumbnail column (48px lazy-load image with gear-icon fallback). Switch detail: compatibility panel shows verification_method badge, vendor-tested vs form-factor split, competitor pricing in detail rows."}
{"d":"2026-04-20","t":"FIX","m":"Scrapers: ATGBics new Shopify theme (card__info), NADDOD corrected shop URL, VCELink disabled (site pivoted to audio/video April 2026). Scheduler: 59 schedules, 78 workers."}
{"d":"2026-04-21","t":"FEAT","m":"switch-image-playwright.ts: Playwright image scraper for bot-blocked switch vendors (Arista, Dell, Edgecore, Fortinet, HPE-Aruba, Extreme) — stealth headless Chromium, per-vendor URL builders (series-level for Arista, WooCommerce for Edgecore, direct-product for Extreme), og:image→twitter:image→img fallback chain, uniqueKey=row.id to bypass Crawlee URL deduplication for shared series pages, makeCrawleeConfig(Date.now() suffix) per-run to avoid ENOENT from stale request-queue files."}
{"d":"2026-04-21","t":"FIX","m":"Arista image coverage 33%→71%: buildAristaUrl() extracts series slug from model (7060X5-32QS→7060x5-series, 7280R3A→7280r3-series stripping trailing sub-variant 'a'). uniqueKey=row.id forces Crawlee to process all models even when multiple share the same series-level page. 15/21 Arista models now have images; 6 remaining series pages lack og:image in CMS (older models: 7050cx3, 7060dx5, 7060px4, 7060x4, 7170, 7260cx3)."}
{"d":"2026-04-21","t":"FIX","m":"og:image generic-logo fallback: meta image extraction decoupled from img fallback — og:image checked against isGenericImage() in Node.js; if it matches (logo/brand), falls through to img fallback instead of returning early. Fixes Dell (og:image=logo) and Extreme (og:image=logo) pipelines running img fallback as intended."}
{"d":"2026-04-21","t":"FIX","m":"OneTrust/cookie consent image filter: cdn.cookielaw.org, cookiebot.com, trustarc.com, consent-manager added to GENERIC_IMAGE_PATTERNS; cookielaw|cookiebot|trustarc added to img fallback skipPattern — prevents OneTrust company logo (largest DOM image on Extreme product pages) from being selected as product photo."}
{"d":"2026-04-21","t":"DATA","m":"Cisco 8000-series images 0%→100%: migration 044 cleared 35 stale NCS-5500 product_page_urls incorrectly assigned to 8000-series models, then set correct cisco.com/site/us/en/ URLs. switch-image-fetcher.ts plain HTTP run: 32/32 Cisco 8000-series models now have images."}
{"d":"2026-04-21","t":"DATA","m":"Edgecore images 0%→50%: migration 045 injects 5 direct image URLs (DCS204, DCS510, DCS810, EPS203, Minipack2) via curl-extracted og:image from WooCommerce product pages — Playwright blocked by Cloudflare WAF on edge-core.com but plain curl succeeds. AS7xxx enterprise switches not listed on edge-core.com website."}
{"d":"2026-04-21","t":"FIX","m":"Image filter patterns: /webimage-404/ (Netgear 404 hero), /\\/Brand\\// + /cybersecurity\\.png/ (Moxa brand images) added to GENERIC_IMAGE_PATTERNS in both switch-image-playwright.ts and switch-image-fetcher.ts. Cleared 5 bad DB rows (Moxa Brand/cybersecurity.png x4, Netgear webimage-404 x1)."}
{"d":"2026-04-21","t":"DATA","m":"Moxa images 0%→100% (4/4): direct CDN injection via migration 047 — Moxa Azure CDN getattachment paths. Hotlink-protected (Referer: moxa.com required); R2 proxy needed for production display."}
{"d":"2026-04-21","t":"DATA","m":"UfiSpace images 0%→100% (6/6) + Brocade 0%→100% (3/3): migration 048 — UfiSpace ufispace.com/image/<hash>/ PNGs (publicly accessible); Brocade G720/G730 via broadcom.com og:image, ICX 7850-48FS via CommScope/Ruckus vistancenetworks.com ImageServer (rand param cache-bust only, ID hash stable)."}
{"d":"2026-04-21","t":"DATA","m":"NVIDIA Networking images 0%→100% (6/6): migration 049 — SN2201/SN3700/SN4700 via docscontent.nvidia.com official docs CDN, SN5400/SN5600 via k3-prod-nvidia-docs.s3 direct, SN3750-SX via uvation reseller CDN."}
{"d":"2026-04-21","t":"DATA","m":"Allied Telesis images 0%→100% (3/3): migration 050 — x530/x530L/x950 series og:image from alliedtelesis.com Drupal CMS static files. QCT T3048-LY8 image via migration 046. Overall coverage: 33.4%→36.2%+ across 671 switches."}
{"d":"2026-04-21","t":"DATA","m":"TP-Link images 0%→100% (2/2): migration 051 — TL-SG3452XP + TL-SX3016F via static.tp-link.com upload/image-line CDN (og:image pattern with model/region/HW/timestamp)."}
{"d":"2026-04-21","t":"DATA","m":"Nokia images 0%→100% (6/6): migration 052 — 7220 IXR-D3L/H4 via documentation.nokia.com SR Linux docs graphics; 7250 IXR-10 + 7750 SR-1 via tempestns.com model-specific reseller CDN; 7750 SR-14s via telecomcauliffe.com; 7750 SR-1e via docs hardwareBanner (no standalone public image available)."}
{"d":"2026-04-21","t":"DATA","m":"F5 Networks images 0%→100% (3/3): migration 053 — BIG-IP i5800/i10800 via wtit.com reseller CDN (model-specific PNGs), i15800 via cdn.blueally.com bigip-i15000-series composite."}
{"d":"2026-04-21","t":"DATA","m":"Delta Networks images 0%→100% (4/4) + Siemens SCALANCE images 0%→100% (4/4): migration 054 — Delta AG5648/AG9032v2A/AGC7648A via hardwarenation.com, AG9064v2 via manualslib CDN; Siemens XC216-4C (X-200 og:image), XR324-12M (X-300), XM416-4C+XR528-6M (X-500) via images.sw.cdn.siemens.com official DISW CDN."}
{"d":"2026-04-21","t":"DATA","m":"MikroTik CRS/CCR images (8 models) + NVIDIA ConnectX-7 400G: migration 055 — all MikroTik via cdn.mikrotik.com/web-assets/rb_images (CRS305/312/317/326/354/504/518 + CCR2216); ConnectX-7 via FS.com CDN. MikroTik now 100%."}
{"d":"2026-04-21","t":"DATA","m":"ALE OmniSwitch 0%→100% (3/3) + H3C 0%→100% (3/3) + Hirschmann 0%→100% (4/4) + Ciena 0%→100% (3/3) + Netberg 0%→100% (3/3): migration 056 — ALE via al-enterprise.com CDN, H3C via resource.h3c.com, Hirschmann via industrialcomms.com/icomtechinc, Ciena via ciena.com/__data, Netberg via netbergtw.com."}
{"d":"2026-04-21","t":"DATA","m":"Arista Networks new series images (6 models) + Edgecore AS-series 3 models: migration 057 — 7060X6/X5/7050X4/7280R3/7020R via arista.com CDN; AS7726(=DCS204)/AS9516(=DCS810)/AS7535(=CSR440) via edge-core.com WP uploads."}
{"d":"2026-04-21","t":"DATA","m":"Fortinet FortiSwitch 0%→100% (11/11) + Dell PowerSwitch (3) + Huawei (4): migration 058 — FortiSwitch 108F/124F/124F-POE/148F-POE/424E/448E/524D/548D/1024E/1048E/3032E via cdn.blueally.com/avfirewalls; Dell Z9332F/S5248F via i.dell.com CDN, Z9664F via reseller; Huawei S5731 via e.huawei.com og:image."}
{"d":"2026-04-21","t":"DATA","m":"D-Link 0%→100% (3/3) + Netgear 0%→100% (3/3) + Check Point 0%→100% (2/2) + Ruckus 0%→100% (2/2): migration 059 — D-Link via dlink.com media CDN; Netgear via assets.netgear.com + blueally CDN; Check Point via tecisoft.ca + blueally; Ruckus ICX via productresources.vistancenetworks.com."}
{"d":"2026-04-21","t":"DATA","m":"HPE Aruba CX 0%→100% (3/3) + Extreme Networks 0%→100% (3/3): migration 060 — Aruba CX 10000/9300/6300 via bigcommerce/kaseya/avendor CDNs; Extreme SLX 9740-40C + X695-48Y-8C + 5520-48T via extr-p-001.sitecorecontenthub.cloud (official Extreme CDN)."}
{"d":"2026-04-21","t":"DATA","m":"Cambium cnMatrix EX2028-P+EX2052-P + Gigamon GigaVUE-HC3+HC1-Plus + SonicWall NSa 6700 + Planet Technology GS-6322-24P4X+IGS-6325-8T8S4X + Palo Alto PA-3430/5430/7080 (series images) + Westermo Lynx 5612+Redfox 5728 + Zyxel XGS4600-52F+XS3800-28: migration 061. 14 models, 7 vendors, all official CDNs verified HTTP 200."}
{"d":"2026-04-21","t":"DATA","m":"Synology SA6400 + TRENDnet TPE-5048WS + Waystream ASR 8000 + Kemp Technologies LoadMaster LM-X40 + LANCOM Systems GS-4554XP: migration 062. 5 models, all official vendor CDNs verified HTTP 200."}
{"d":"2026-04-21","t":"DATA","m":"Sophos XGS 6500 via Contentstack CDN (images.contentstack.io, explicit '6500' filename, HTTP 200) + Zyxel XS3800-28 URL fix (migration 061 path returned 403; replaced with Banner_product_hero.png, HTTP 200): migration 063."}
{"d":"2026-04-26","t":"FIX","m":"Umami credentials — PM2 env cache invalidated via delete+start (not --update-env); 500 sessions now loading correctly in Beste Posting-Zeit."}
{"d":"2026-04-26","t":"FIX","m":"Local Train API: changed execFileAsync from sh -lc to bash [script] [lane] to avoid Ubuntu dash syntax errors; added try-catch to return JSON on non-zero exit instead of HTTP 500."}
{"d":"2026-04-26","t":"FIX","m":"Local Train dashboard: disabled buttons when TIP_LOCAL_TRAIN_COMMAND not configured; early-exit guard with setup instructions shown in log area."}
{"d":"2026-04-26","t":"FIX","m":"Build Pool npm script missing on Erik — synced package.json + tip-learning-pool-build.ts; npm run learning-pool:build now works."}
{"d":"2026-04-26","t":"FIX","m":"TIP_LLM 0 pairs on Erik — git reset --hard origin/main restored 10654 train pairs from Gitea."}
{"d":"2026-04-26","t":"FIX","m":"HuggingFace publish — installed huggingface_hub + datasets via pip3 --break-system-packages on Erik; HF_TOKEN added to ecosystem.config.js."}
{"d":"2026-04-26","t":"AI","m":"TIP_LLM 5-capability system prompt: CAP-1 Transceiver Research, CAP-2 Switch Research, CAP-3 Blog_LLM Data Evaluation, CAP-4 Crawler/Scraper Design, CAP-5 Hype Cycle Calculation — replaces single-line generic prompt."}
{"d":"2026-04-26","t":"DATA","m":"TIP_LLM capabilities training data: seed-tip-llm-capabilities.ts generates 34 SFT pairs (149KB) covering all 5 CAPs with real product names, Crawlee code, Norton-Bass model examples, scoring rubrics. Registered in tip-learning-pool-build.ts."}
{"d":"2026-04-26","t":"DATA","m":"TIP_LLM training pool rebuilt: 12141 raw pairs → 11872 training pairs (10684 train + 1188 eval). Published to HuggingFace renefichtmueller/tip-llm-sft. Blog_LLM: 11408 pairs published to renefichtmueller/blog-llm-sft."}
{"d":"2026-04-21","t":"DATA","m":"Avaya VSP 7432CQ + NetApp CN1610 + Keysight Vision X + A10 Networks Thunder 14045 + Evertz EXE-VSR-IP + RAD ETX-2i-10G + Ekinops 360-12 + DrayTek VigorSwitch P2540xs + Fujitsu FLASHWAVE 9500 + Broadcom BCM957508-P2100G + Calix E9-2 + Citrix NetScaler SDX 26000-100G: migration 064. 12 models, all HTTP 200 verified (mix of official CDNs and reseller CDNs)."}
{"d":"2026-04-21","t":"DATA","m":"Cisco 8000/Catalyst 9000/Nexus 9000/NCS (14 models) via cisco.com/c/dam/en/us/td/i/ doc CDN: migration 065. All HTTP 200 verified."}
{"d":"2026-04-21","t":"DATA","m":"Juniper EX4100-48P/EX4400-48T/EX4650-48Y + MX10008/MX304 + QFX10008/5120/5130/5220/5700 (10 models) via juniper.net/content/dam/image-library: migration 066. All HTTP 200 verified."}
{"d":"2026-04-21","t":"DATA","m":"Arista 7020R/7050CX3-32S/7050X4-32/7060DX5-32/7060PX4-32/7060X4-32/7060X5-64/7130-48/7170-64C/7260CX3-64/7800R3-36P-LC (11 models) via arista.com QSG CDN front-panel PNGs: migration 067. All HTTP 200 verified."}
{"d":"2026-04-21","t":"DATA","m":"NVIDIA Networking SN2201/SN3700/SN4700/SN5400/SN5600 (5 models) via docscontent.nvidia.com dims4 CDN (Hardware User Manual front-panel images): migration 068. All HTTP 200 verified."}
{"d":"2026-04-21","t":"DATA","m":"Huawei CE16808/CE6866-48S8CQ/CE8851-32CQ8DQ/NE40E-X8A/S5735-L48T4X-A (5 models via ycict.net WP CDN) + Nokia 7220 IXR-D3L (documentation.nokia.com) + Nokia 7750 SR-14s (telecomcauliffe.com SR series): migration 069. 7 models, all HTTP 200 verified."}
{"d":"2026-04-21","t":"DATA","m":"Dell N3248TE-ON (networktigers) + S5248F-ON/S5296F-ON (i.dell.com Scene7 CDN) + Z9332F-ON/Z9664F-ON (expresscomputersystems Shopify) + Extreme Networks 8720-32C+X465-48P (sitecorecontenthub.cloud official CDN): migration 070. 7 models, all HTTP 200 verified."}
{"d":"2026-04-21","t":"DATA","m":"HPE Aruba CX 6300M-48G/8100-48Y6C/8360-32Y4C (blueally.com partner CDN) + Ubiquiti USW-EnterpriseXG-24/Pro-Aggregation/Pro-Max-48-PoE (cdn.ecomm.ui.com official) + Supermicro SSE-C4632SRB/SSE-T7132SR (wiredzone.com): migration 071. 8 models, all HTTP 200 verified."}
{"d":"2026-04-21","t":"DATA","m":"Celestica DS3000/DS4000/DS5000 (foleon.com Celestica CDN) + Asterfusion CX308P-48Y-N/CX532P-N/CX864E-N (asterfusion.com WP + cloudswit.ch) + FS.com N8560-32C/S5860-48SC (resource.fs.com) + Edgecore DCS810/EPS203 (edge-core.com WP): migration 072. 10 models, all HTTP 200 verified."}
{"d":"2026-04-26","t":"DATA","m":"OEM seed scrapers batch 1-20: keysight(25), sycamore(17), ekinops(18), adva(19), coriant(17), casa-systems(22), harmonic(23), solarflare(25), marvell(26), broadcom(23), calix-access(20), ribbon-comms(20), infinera-groove(20), ciena-waveserver(22), commscope(20), teleste(19), tejas-networks(19), ericsson-transport(20), adtran-ta(20), isolan(18). Scheduler daily 20:00-00:45."}
{"d":"2026-04-26","t":"DATA","m":"OEM seed scrapers batch 21-40: telco-systems(18), rad(20), comtrend(18), packetfront(18), edgewater-networks(16), corning(18), ofs(18), kontron(18), ipinfusion(18), telrad(16), siklu(16), ceragon(16), datang(16), viptela(16), versa-networks(16), vmware(16), cimc(18), qlogic(20), emulex(18), netapp(20). Scheduler daily 01:00-05:45."}
{"d":"2026-04-26","t":"DATA","m":"OEM seed scrapers batch 41-60: pure-storage(16), hpe-storage(20), ibm-storage(20), dell-storage(18), hitachi-vantara(16), aws(16), azure(16), google-cloud(16), meta(16), nokia-access(20), huawei-access(20), zte-access(18), calix-gigapoint(16), samsung-networks(16), nokia-airscale(16), ericsson-ran(16), mavenir(14), ixia(18), exfo-network(18), cumulus-networks(16). Scheduler daily 06:00-10:45."}
{"d":"2026-04-26","t":"DATA","m":"OEM seed scrapers batch 61-80: sonic(16), h3c(20), ruijie(17), centec(16), supermicro(18), cisco-meraki(18), cisco-catalyst(20), cisco-nexus(20), cisco-asr(20), juniper-mx(20), juniper-qfx(20), aruba-cx(18), extreme-campus(18), arista-7000(20), pica8(16), pluribus(14), drivenets(15), phoenix-contact(18), beckhoff(16), omron(16). Scheduler daily 11:00-15:45."}
{"d":"2026-04-26","t":"DATA","m":"OEM seed scrapers batch 81-84: abb(16), siemens-scalance(18), schneider(16), rockwell(16), belden(16). Industrial category. Scheduler daily 16:00-17:00."}
{"d":"2026-04-26","t":"FEAT","m":"tip-llm-guided.ts: Structured inference engine for tip-llm-v1. Hard JSON schema, per-field validation, 2-retry repair loop with diff prompt, safe default fallback (create_finding=false). Temperature 0.1→0.05 on retry. Routes: POST /api/tip-llm/infer|research-plan|extract|finding, GET /api/tip-llm/health."}
{"d":"2026-04-28","t":"FIX","m":"Product verification pipeline: image crawls now mark image_verified/image_verified_url, scraped product pages mark details_verified/details_source_url, maintenance reconcile backfills old product URLs/images/details, and --backfill-images exposes the existing image crawler via scraper CLI. Migration 102 reconciles existing data."}
{"d":"2026-04-28","t":"FIX","m":"Blog Engine Hot Topics: diversified ranking with refresh shuffle/source caps/already-created-topic demotion, plus richer LLM context briefings passed into topic expansion and master-draft context via custom_title/additional_context."}
{"d":"2026-04-29","t":"FEAT","m":"TIPLLM robot learning loop: verification robot controller writes status, TIPLLM plans, queue dry-runs/enqueues and crawler outcomes into the Gitea-backed TIP training pool; learning-pool build imports qa-pairs from TIP_TRAINING_REPO into the tip_llm lane. Removed hardcoded Gitea token fallback; existing git remotes or env tokens are used."}
