The take-home goes in the bin
Hiring engineers for judgement rather than output, and why every part of a normal interview is measuring the wrong thing.

Hiring engineers for judgement rather than output, and why every part of a normal interview is measuring the wrong thing.

Building on your own framework means finding its gaps as a user rather than an author, and having to file the request against yourself.

Refereeing the memory-safety retrofit argument from someone who ships framework code in both Rust and Go, and likes them for different reasons.

Generating a Go command from a shell script or a plain sentence, and the repair agent that has to make the result build before you see it.

The case for a head of engineering staying hands-on, written as a confession rather than a boast, because the compulsion is the problem.

The national vulnerability database is buckling under defunding and volume, which changes what a severity score is actually worth.

Build an AI dungeon master in Go: keep the model to prose only by putting the rules in the system prompt and the mechanics in typed tool calls.

Expose an existing Go CLI to AI agents over MCP without writing any AI code, using built-in commands. The agent reach equals the CLI reach.

My CV stopped landing because a machine reads it before a person does. Reworking the structure for the filter without losing the voice.

A user-settable AI base URL decides where your API key gets sent. Validating it to reject userinfo, non-HTTPS schemes and redirects.
