Blog
Recovery advice belongs in a structured error hint, not buried in the message string. One error handler then decides how to show it.
Go embed.FS is per-package, so a modular CLI ends up with islands. Merging them into one filesystem, and deep-merging YAML and JSON across them.
Passing dependencies to Go commands in a typed struct rather than stuffing them in context.Context, so the compiler checks them and tests stay simple.
go-tool-base keeps an entire CLI command tree in one manifest file and generates the wiring from it, without locking you out of hand-written Go.
How a Go scaffolder can re-run safely: hash every generated file, overwrite what is untouched, and prompt before it stands on your edits.
A well-built CLI already has what an agent needs: named operations, descriptions and typed parameters. Exposing one over MCP takes no AI code.
How a pile of separate Go CLI plumbing packages became one library, with a typed container for dependencies and a generator on top.
Exporting the latest revision of every MediaWiki page from a PostgreSQL backend, joining through the slots table, and what to do next.
Seed a Neo4j 4.x database inside a Kubernetes pod with an init container running neo4j-admin import, and fix the store-id and memory errors.
Piping ambient audio into Discord on Linux for a tabletop game: virtual null-sink and loopback modules wired up through pavucontrol.
go-tool-base
Pioneering
First Light
Orienteering
