Measurable, practical AI adoption.

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I Still Don’t Have ROI on AI, But I Do Have a Subjective Win

June 25, 2026 · Peter · 8 min read

My Monday planning went from four hours to two with AI. Then the agent broke, I did it manually in 90 minutes, and realised the savings were never AI's. The subjective win is real anyway.

Did We Take a Wrong Turn on MCP?

April 15, 2026 · Restorative · 7 min read

MCP promised to standardize AI tool use. Instead, it turned deterministic operations into token-burning chitchat. Here's why the backlash is justified.