AI, explained for businesses that run on real systems. Model releases, API changes, and buying guidance in plain English, written by working consultants and checked against primary sources.
A working AI agent team, published file by file: the agent definitions, the dispatch contract, the annotated run, five failure modes, and a checklist to steal.
Read the postThe self-updating pipeline behind our LLM tool: hook configs that enforce rules automatically, the standing brief, the proof-artifact trick, and the five-question loop test.
Read the postReal CLAUDE.md, SKILL.md, and memory files, plus a true story: the one-time instruction that still enforces itself months later, shown firing in an actual session.
Read the postMoonshot AI shipped the largest open-weights model ever announced. A plain-English read on the pricing, the honest benchmark picture, and whether you should care yet.
Read the postThe deepseek-chat and deepseek-reasoner names stop working this week. Who is affected, what silently breaks, and the twenty-minute fix.
Read the postOne well-chosen $20 plan beats two overlapping ones. Five rules for anchor plans, stacking, seat math, privacy tiers, and when local models earn a spot.
Read the postOur Articles & Guides cover costs, migrations, and integrations in depth, and the LLM Ranking Tool and AI Subscription Plan Finder turn this blog's research into answers for your exact situation.
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