RAG Versus Fine-Tuning for Operational Knowledge
Why fine-tuning is the wrong tool for knowledge that changes weekly, and when it's actually the right one: a practical comparison for business teams.
Notes from the field on marketplaces, ecommerce integrations, data feeds and AI automation, byJabane Mohamed Ayoub.
Why fine-tuning is the wrong tool for knowledge that changes weekly, and when it's actually the right one: a practical comparison for business teams.
A discovery workshop fails for one of two reasons: nobody in the room can answer the question, or everyone answers a different one. Fix both.
Why the next wave of AI automation is many narrow, domain-specific agents instead of one general-purpose agent, and how to start building that way.
Six lessons from building Nexus's citation system: why similar text isn't trustworthy evidence, and what actually makes a RAG answer verifiable.
Nexus is a self-hosted RAG knowledge base I built on Postgres and MCP that answers questions from Slack, code, wikis and tickets, with citations.
How I moved ospeks.com from WordPress to Markdown, Astro, GitHub and Cloudflare without breaking a single URL, what went wrong, and what I'd do again.
Guide complet du connecteur Mirakl pour WooCommerce Pro v5 : installation, configuration, mappage des attributs, synchronisation des stocks, prix et commandes, transporteurs et dépannage.
OpenClaw Oracle Starter is a one-command deployment kit for launching a personal AI stack on Oracle Cloud Ubuntu, with Open WebUI, gateway routing, Telegram support, and HTTPS.
cstack is a Codex-native workflow stack inspired by gstack, with explicit modes for planning, engineering review, QA, shipping, and retrospectives.
"AI is amazing, but existing solutions limit your control... here's how to build your own."
Projects constantly late and over budget? Here's how we cut delivery times by 40%.
I’ve been there. You're staring at Jira tickets piling up, each one demanding data that’s scattered across a dozen different databases. You fire up Jupyter