The fieldnotes / By Swapnil
Questions, explored.
Lessons, shared.
Working notes on the decisions behind useful AI systems. With sources, limitations, and something you can take away.
When an agent retries a successful action
A missing response does not mean an action failed. Follow one request all the way to two tickets—and the repair that prevents it.
Essay3 min read
The cost of a completed task
Token prices are only the beginning. Count the tools, retries, and failed attempts behind a useful result.
Essay3 min read
How to compare AI models for your application
Start with a real task and a clear definition of success. A useful comparison ends with a decision you can explain.
Essay3 min read
Reading AI regulation as a builder
Start with jurisdiction, your role, and the intended use. Learn to separate binding rules, proposals, and voluntary guidance.
Essay3 min read
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