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Welcome to my blog
We Benchmarked MCP Against Code Generation. MCP Won (Mostly).
TL;DR: For a small, well-designed API (10 tools), structured MCP tool calls consistently outscore code generation on correctness — 0.99 vs 0.97 — and the gap concentrates in tasks where domain-specific logic matters. Adding a reference document to MCP tools costs 6–14% more tokens with zero accuracy gain. Cloudflare’s search+execute pattern matches MCP accuracy but uses more tokens. With MCP tools, Haiku is within 1% of Opus at 1/12 the cost. ...
Finding the Human in the Machine
50+ open-source orgs are rebuilding how they evaluate contributors. Here’s what’s emerging.
Hidden Technical Debt in Agentic Systems
Agentic systems are replaying hidden technical debt from early ML, and the missing control plane is where the biggest risk accumulates.
The Workflow Orchestration Landscape — March 2026
A comparative map of workflow orchestration platforms as of March 2026, covering execution maturity, product vision, and market positioning.
Finding Nebraska
The xkcd comic shows one person in Nebraska holding up the internet. Who is it?