Topic
AI Agents
Tactical Pause: One Agent, Two Roles, One Window
One agent runs the workflow, pauses when either side sees a mismatch, helps change the system and reruns the same case. A practical account of shared control.
How to Build Bounded Agents
A practical architecture for bounded AI agents: one decision per module, versioned contracts, local tests, refusal evidence, coordinated validation, and human release.
Why More Context Can Produce Worse Decisions
A route system rejected 1.6 million states. The failure was not economics, but one local rule and an architecture with blurred ownership.
Why I stopped trusting fully autonomous coding
What repeated autonomous coding runs taught me about branching, stale files, strategy drift, and the checkpoints that keep the work on track.
When 1,200 AI agents made their own rules
The OpenAI and METR reports show how a swarm of agents built its own authority, attacked Hugging Face, and learned to tamper with its logs.
Will AI move beyond the corporate walls?
Business AI works inside company walls. The next step is protected agent communication with suppliers, buyers and current market data.
My view of the OpenAI and Hugging Face incident
My technical view of the OpenAI and Hugging Face incident, why the models did not rebel and what the case says about agent limits.