Posts

AGENTS.md: What Actually Works (And What Doesn't)

Evidence-based guide to writing AGENTS.md files that AI agents actually follow. Lessons from Vercel's evals, multi-tool testing, and production usage across Python, TypeScript, and documentation projects.

Tools

Windsurf: AI-Native IDE with Cascade Agent

Complete guide to Windsurf IDE: autonomous Cascade agent, M-Query deep context indexing, bidirectional terminal integration, and credit-based pricing deconstructed. Post-acquisition status and platform risk assessment.

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Windsurf vs Cursor: AI-Native IDE Comparison

Technical comparison of Windsurf (autonomous Cascade agent) vs Cursor (AI-augmented editor). Architecture, pricing, performance, and use case decision framework for 2026.

Verify

Kimi k2.5 Claims Verification

Fact-checking Moonshot AI's promotional claims and technical specifications. Evidence levels: high/medium/low. Pricing verification, agent swarm capabilities, and benchmark sourcing.

Tools

Cursor: AI-Native IDE

Cursor is a VS Code fork with built-in AI: predictive Tab autocomplete, Composer multi-file editing, and model flexibility. The daily driver for iterative development.