Writing

Keyword and vector search over the same facts, merged by rank, on one Durable Object.

A pattern for agent work that outlasts a single request, with durable state, human control and spend limits.

Identity, credential isolation and hard spending limits for sharing access to AI models.

Moving an agent from an always-on virtual machine to Workers and Durable Objects, with shared memory and a persistent browser.

Comparing Cloudflare's open-source agent workspace with a personal agent built independently: where the designs match and where they diverge.

How tiered models, free compute and persistent memory kept an always-on agent at a few dollars a month, and why that did not hold.

How an instruction file, persistent memory and session logs turn a coding assistant into a partner that pushes back and verifies its work.

Why DevTools sessions failed in a container, and how a virtual machine and a loopback proxy fixed them.