9 Commits

Author SHA1 Message Date
Rene Fichtmueller
3f44322a2b feat: add blog training articles 056-100 for fo-blog-v3 fine-tuning
45 expert articles covering: Cisco/Juniper/Arista optic compatibility mechanics,
100G/400G/800G optics selection, DWDM/ROADM/WSS architecture, fiber standards,
coherent pluggables, AI cluster optics, carrier timing, EEPROM programming,
market pricing 2026, hyperscale procurement, transceiver failure analysis, and more.
2026-04-07 08:59:16 +02:00
Rene Fichtmueller
f5c714d58c feat: add blog training articles 041-055 for fo-blog-v2 fine-tuning
15 expert articles covering: CPO/silicon photonics 2026, 800G OSFP vs QSFP-DD,
400ZR/OpenZR+/ZR+ comparison, laser safety, OSNR/link budget, counterfeit detection,
DOM deep dive, 400G DR4/FR4/LR4, WDM primer, temp grades, spine-leaf strategy,
proactive replacement, OEM lock-in, OM3/4/5, lifecycle management.
2026-04-07 01:08:27 +02:00
Rene Fichtmueller
d617524f10 feat(training): add blog-031 through blog-040 — 10 expert articles
Topics: CWDM4/PSM4, MSA compliance, DAC/AOC TCO, grey vs DWDM,
ESD damage, tunable DWDM, FEC deep-dive, CPO hype cycle,
CMIS 4.0, vendor evaluation. Ø 1,180 words each.
2026-04-06 18:15:46 +02:00
Rene Fichtmueller
e55c0ad55f feat(training): add blog-016 through blog-030 — 15 expert training articles
Adds 15 Sonnet-quality blog articles for fo-blog-v1 fine-tuning:
tutorials, comparisons, tech deep-dives covering 400G/800G topics.
Also adds seed-blog-training-data.py script for learning_corpus import.
2026-04-06 17:59:14 +02:00
Rene Fichtmueller
b9301d890f feat(training): add blog-014 new_product and blog-015 competitor_analysis
Completes training data coverage for all 8 blog types:
market_alert(2), comparison(1), technology_deep_dive(4), tutorial(3),
hype_cycle(1), buying_guide(1), migration_guide(1), new_product(1),
competitor_analysis(1) — 15 gold-standard articles total
2026-04-06 04:16:00 +02:00
Rene Fichtmueller
7533202723 feat: add 2 more gold-standard blog training articles (13 total)
- blog-012: technology_deep_dive — coherent vs direct-detect decision framework
- blog-013: market_alert — transceiver price cycle, when to buy

Training set now covers: market_alert(2), comparison(1), technology_deep_dive(4),
tutorial(3), hype_cycle(1), buying_guide(1), migration_guide(1) — 13 total
2026-04-06 03:09:55 +02:00
Rene Fichtmueller
cbf449da76 docs: update training data README to reflect 11 articles 2026-04-06 02:55:34 +02:00
Rene Fichtmueller
070477d67f feat: add 4 more gold-standard blog training articles for BlogLLM
Adding diverse topic coverage:
- blog-008: buying_guide — OEM vs compatible real cost numbers
- blog-009: migration_guide — 100G→400G what actually breaks
- blog-010: technology_deep_dive — QSFP-DD vs OSFP form factor reality
- blog-011: tutorial — transceiver procurement checklist

All follow FO rules: no markdown headers in body, no bullet lists,
one thesis, engineer voice, ~1000 words. Total training set: 11 articles.
2026-04-06 02:55:10 +02:00
Rene Fichtmueller
9f0ba2069c feat: add 7 gold-standard blog training articles for BlogLLM
Reference quality articles covering: 400G DR4 pricing, vendor lock-in,
silicon photonics, fiber plant readiness, 400ZR reality check,
DOM diagnostics, 800G readiness. All follow strict FO Blog Pipeline
rules — no markdown headers, no spec dumps, one thesis per article.
2026-04-06 01:58:05 +02:00