Parsimony: Open Source Benchmark for AI Code Bloat

One founder handed support, bug fixes, log monitoring and marketing to a team of bots. The useful parts are the handoffs, the 4am deploy and the downsides he admits.

A close read of the HybridAgents abstract: the architecture it commits to, the efficiency numbers it reports, and the questions it leaves open before you build on it.

We could not verify the reported quote, so this piece skips its politics and looks at why a single vague label is a risky word to rely on in specs and contracts.