8 posts
BeyondCorp removed implicit trust from the network. AI agents require the same decision for delegated authority, tool calls, runtime identity, and every side effect.
#zero-trust · #security · #ai · #agents · #architecture
Seven open decision models produced different results for classification, moderation, and scoring. I measured latency and memory, then published every probability needed to check the results.
#tools · #ai · #rust · #mlx · #benchmarks
TypeSafe's new model answers questions without writing a single word. An open-weight counterpart now does the same on my Mac in 40 milliseconds, and one of my first tests showed where it stops being trustworthy.
#tools · #ai · #rust · #mlx · #coding-agents
I gave sayneat one recording. The next terminal message came back in my own voice, generated locally without Python, a GPU, or an account.
#tools · #text-to-speech · #ai · #rust · #voice-cloning
Sounds and speech bring me back to the right terminal. Tests, diffs, and worktrees keep several coding sessions useful. The limit is no longer typing speed. It is review.
#pi · #coding-agents · #tmux · #tools · #ai
I replaced macOS say with sayneat, a local text-to-speech CLI. Six voices handled the same stubborn build very differently.
#tools · #text-to-speech · #rust · #ai
A 256-line Bash wrapper keeps the best part of macOS say, but replaces its voice with OpenAI speech that sounds startlingly human.
#tools · #text-to-speech · #shell · #ai · #dotfiles
When GPT-3.5 became useful for reshaping code and structured text, a browser chat no longer felt like the right interface. I built Q, a small streaming wrapper that still lives in my dotfiles.
#dotfiles · #ai · #command-line · #unix