The Go team's emphasis on tooling in the service of software engineering is a boon to human and agentic development alike. Give yourself and your agents great tools.

An example from one of my recent projects: https://github.com/verdverm/gmd/blob/main/Makefile (give agents simple "tool calls" instead of needing to divine the correct args/flags every time, essentially invocable agents.md content)

One of the interesting things to call out from this is using build tags for testing { unit, coverage, recorded, real api }, with the buffet allowing the agent to iterate faster and more targeted. I tend to run the linting and coverage in a new session, have a report generated, and then another fresh session to start dealing with gaps.

Another super cool testing tool in the Go internal source is `testscript`. Roger Peppe extracted a number of those internal utilities here https://github.com/rogpeppe/go-internal/tree/master/testscri...