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Deep dives on AI engineering, Rust, and the systems that run agents safely in production. The full archive lives on Substack.

Context, Harness, Loop draft
The model is fixed. Everything that makes one agent reliable and another useless lives in three layers around it: what it sees, what it can do, and how its steps become a task. Jul 2026
Inside Aster's Sandbox Orchestrator
How Aster runs untrusted code-review agents safely: a Rust backend, a self-hosted Docker orchestrator, and ephemeral containers that clean up after every run. Jul 2026

Older

Building a Tweet Screenshot API with Dart Frog & Puppeteer
2023
Baby Steps to Becoming Senior
2021