July 23, 2026
AI Generated Artifacts: The Risk Lane Matrix
Risk Matters More Than Whether AI Wrote the Code.
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Blog
Thinking Out Loud
Insights on AI engineering, agentic systems, and design.
July 22, 2026
How I Use Domain-Driven Design in AI-Assisted Software Delivery
LLMs default to average architecture. Here is how to force them to write clean abstractions.
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June 2, 2026
How I Sandbox AI Coding Agents
Running coding agents in full autonomy means giving them a shell with the permission prompts turned of, which is dangerous. This is the layered setup I use to do it anyway.
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May 7, 2026
Asking Claude to Help Me Replace Claude
Two days of debugging a local coding agent on a single RTX 4090, and why open-weight models are closer to ready than they look but harder to get there than they should be.
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May 7, 2026
Training the Machine That Replaces You
Meta, layoffs, and the backward feedback loop of AI labor
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May 4, 2026
The Missing Rungs
Fewer juniors today means fewer experts tomorrow. The math doesn’t fix itself.
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