Context Engineering Is Replacing Prompt Engineering
The hardest part of building reliable AI systems is increasingly not what you ask the model, but what the model is allowed to know when it decides what to do next.
- AI Engineering
- Agents
- Context
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Thoughts on software engineering, AI agents, web architectures, and modern systems.
The Agent Harness Is Becoming the New Application Layer
A powerful model is no longer enough to define a powerful AI product. The runtime around it decides what the model can see, what it can do, and how its work survives failure.
- AI Engineering
- Agents
- Architecture
Evals Are Becoming the CI/CD Layer for AI Agents
An agent works perfectly during development, then production tells a different story. Evals are becoming the layer that measures whether agent behavior is still correct after every change.
- AI Engineering
- Agents
- Evals