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Wie Is Wie: Watching Two AIs Debug a Network I Broke on Purpose

April 2026 — on breaking things on purpose to see how AI debugs them

There is a children’s game in the Netherlands called Wie is Wie — the Dutch version of Guess Who. You sit across from your opponent with a board of cartoon faces. You take turns asking yes/no questions. The goal is not to gather information in every possible category. The goal is to flip over as many faces as possible with a single question.

JAPIE: How an Incoherent Mess Became a Self-Improving AI Orchestrator

April 2026 — on shipping fast, discovering chaos, systematically fixing it, and then building a system that improves itself

There’s a particular kind of technical debt that emerges when you ask an LLM to design an AI orchestrator without a clear spec. The result lands in your codebase looking plausible: proper error handling, metrics collection, a learning loop. But when you actually try to run it against real workflows, you discover the wires are loose, the assumptions are broken, and half the system assumes the other half already exists.

When Gemini Says Nothing: Two Silent Failure Modes in MCP + LibreChat

April 2026 — field notes from wiring a Kubernetes SRE agent to Gemini 2.5 Flash

I spent the better part of two days debugging an AI agent that would reliably respond with… nothing. No error. No explanation. Just a blank chat bubble where a tool call should have been.