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Latest — Mar 17, 2026

Evals Are How Serious AI Practitioners Ship Without Vibes

There's a gap between teams that ship AI features based on gut feel and teams that actually know whether their system is working. Most teams are on the wrong side of it and don't realize it yet.

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Why I Formed My New Consultancy, Limbic Systems

Last year, I helped a boutique consulting agency save 20+ hours per project and fundamentally change how they sell. I realized our approach and nearly everything we built over that 9-month period could help any service business become AI-native.

The Reports of MCP's Death Are Greatly Exaggerated

Perplexity CTO says they dropped MCP for "traditional" APIs and CLIs, and many claim to be following suit. Meanwhile, the protocol surpassed 97M monthly SDK downloads, over 17,000+ registered servers, and wide adoption from OpenAI, Google, Microsoft, and AWS. One of these narratives is wrong.

Anthropic Announces Agentic Code Reviews for Claude Code

Anthropic's new team-based review system that dispatches targeted agents on every PR to catch the bugs that skims miss, built for depth, not speed.

The Necessary Evolution of "Research, Plan, Implement" as an Agentic Practice in 2026

"Vibe coding" gave way to RPI, and now RPI is evolving into something more rigorous. Dexter Horthy's QRSPI breaks down where the original Research, Plan, Implement pattern fails in the real world and shows what a more disciplined agentic workflow looks like in 2026.

Three Agentic Open-Weight Models I'm Paying Close Attention to in March 2026

The open-weights ecosystem is exploding with innovation and unlocking a world of opportunity for agentic practitioners. But where do you start? Here's what has my attention.

Google Workspace launches an unofficial CLI tool for AI agents

A Google Workspace CLI quietly appeared on GitHub this week from Google's Workspace org. The README explicitly flags it as unofficial — likely a 20%-style side project or early incubation.