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Autonomous Iteration

Testing coding agents' ability to improve a feature automatically

Autonomous Iteration

June 10, 2026

Experiment

Every Server Deserves a Coding Agent

The promise and peril of collocating code and coding agent

Every Server Deserves a Coding Agent

May 1, 2026

Experiment

Fine-tuning a GPT model for spam detection

How we fine-tuned a small GPT model to flag spam in our inbound contact form, using dozens of historical spam tags stored in Postgres as training data.

Fine-tuning a GPT model for spam detection

November 29, 2024

Experiment

Multi-staging → Local → Prod in record time

How to use multi-staging workflows to build and test multiple full-stack changes in parallel, from local development to production, in record time.

Multi-staging → Local → Prod in record time

February 16, 2024

Experiment

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