A platform for AI agents that handle long-running tasks: architecture and roadmap
The initial design of a platform for AI agents: persistent tasks, local and cloud execution, permissions and the first planned applications.
12 min read
Writing
Notes and articles on AI systems, software development and the projects I'm working on.
Keeping an LLM app current: what a 'model string update' really involved
Updating my Japanese flashcard app exposed problems with retries, image handling and cost tracking. Here's what changed and how I checked it.
9 min read
The 6× gap: reconciling an LLM cost log with the bill
How timed-out requests and retries left costs out of my LLM request log, and the changes I made to track them more accurately.
8 min read
Spec-first, test-first: how I build AI systems with AI coding agents
Written plans, regression tests, agent reviews and checks against real APIs: how coding agents fit into my projects, and what I keep for myself.
12 min read
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