Claude Code's Edit refuses a duplicate match; Codex's apply_patch and Aider's SEARCH/REPLACE take the first one. How each edit protocol fails.
Exact-Match Edits vs Patches: How Claude Code, Codex and Aider Write to Your Files
Claude Code's Edit refuses a duplicate match; Codex's apply_patch and Aider's SEARCH/REPLACE take the first one. How each edit protocol fails.
TinyDiffusion 128 is a 1.45M-parameter Diffusion Transformer that runs on a plain CPU. Here are the ablations, benchmarks, and the caveats.
Most write-ups about AI automation show what was built. Fewer show how the builder knows it can be...
A few weeks ago I needed to pick a local inference server for a project. I'm on a Mac, so the...