Technical notes, field cases, and insights from inside the engine. No SEO fluff listicles.
Microsoft just put a budget on AI token consumption for its own engineers, after detecting spending of up to thousands of dollars per month per person on GitHub Copilot. The company that sells AI to the world is now rationing its own internal use. Here's what it reveals about the real ROI of AI in technical teams.
Boris Cherny, creator of Claude Code, revealed that Anthropic removed over 80% of the tool's system prompt when Opus 5 arrived — and the model performed better without those instructions. The lesson for agencies: less scaffolding, more automated verification.
A Knak report surveying over 300 enterprise marketing leaders found that 70% already use AI in production, but 88% say the output still needs substantial editing. 85% missed at least one launch date this year. The problem isn't strategy: it's production.
Moonshot AI released the weights of Kimi K3, the largest open-weight model ever published: 2.8 trillion parameters and first place in a frontend code leaderboard. The catch: you need 1.4 terabytes of memory to run it, and a 51% hallucination rate that Moonshot didn't include in their chart.
Figma's State of the Designer 2026 brings the definitive data: 72% of designers use generative AI and 91% say it improves quality, not just speed. We break down Figma Make, First Draft, UX Pilot, Galileo AI, and how our design team at Geek Vibes integrated it all into the workflow.
iOS 14, Safari and ad-blockers are eating your pixel. Step-by-step technical setup for server-side tracking with Meta CAPI and GA4.
