Artificial Intelligence

A blog post on Beagle SCM argues that the best way to use large language models in developer workflows may be to surround them with deterministic tools that steadily take over repetitive tasks.

A new analysis argues that AI spend is already rising fast enough at frontier labs to rival payroll — and that the rest of the market could follow a very different path depending on model prices, usage patterns, and open-weight alternatives.

A new catalog applies the structure of classic software design patterns to agentic AI systems, with an emphasis on verification, explicit state, and orchestration boundaries.