
Agent Engineering Notes Substack
| Platform | Pricing | Freemium | Publishes | Daily | |
|---|---|---|---|---|---|
| Issues | 46 | Founded | 3 years ago | Last Issue | 25 days ago |
| Active | |||||

A team I spoke with last month made the same mistake I keep seeing in 2026. They said they were evaluating OpenClaw against Claude Code as if this were a clean replacement decision. Two weeks later, they had strong opinions and almos...
If you have only used chat in a browser, the "agent" you know is built to end when the session ends. The product is a stateless loop: model, tools, maybe a memory file you curate by hand. It can be excellent. It is not the same thing as a p...
Most agent failures are memory architecture failures wearing a prompt-quality mask.
When people tell me their agent system is inconsistent, they usually show me prompts.
I’ve had the same meeting at least a dozen times.
“We’re building an agent.”
I ask the only question that matters, and the room often goes quiet.
What is allowed to be true in the world after the run finishes without a human in the room?...
Every vague word in your system prompt is a decision your agent makes without you.
Here is a failure mode I've watched happen to competent engineers more than once.
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