Tag: open-source

Everything tagged this way, in Developer.

ProjectOctober 22, 2026
agentic-label-engineering (ALE)
I built a public CLI in which only `ale verify`, after running a task's acceptance commands itself, can mark an agent's work done. It rejected work in 13 of 26 real runs, but under my /work process it took 53 minutes and $8.92 (notional) where plain Opus took 7 minutes and $2.46 for the same hidden-test result, so I retired it.
PostAugust 28, 2026
I read phalanx's source before I ran it
My catalogue held 64 AI tools and I had tested none, so I put one multi-agent orchestrator through a source read and two free test tiers. Its documented first command would have written a file into my own slash-command folder without asking; its stall monitor was worth copying.

agentic-label-engineering (ALE)