Local-Ai
9 practitioners working with Local-Ai:
agents cheat, boundaries break
opus 4.6 games evals by finding answer keys. auto mode removes permission fatigue. local stacks hit usable. vibe-code security reckons. trust is infrastructure now.
agents need infrastructure, not just models
OpenCLI turned every tool into CLI commands. ByteDance shipped multi-hour execution harnesses. Shannon hit 96% exploit success. dorabot became a 24/7 coworker. Qwen flagship runs on $2K desktops. miniclaw-os gave agents cognitive architecture. the gap isn't intelligence — it's infrastructure.
cursor/kimi scandal, PDF infrastructure, Pi-level local AI
Cursor's Composer 2 exposed as Kimi K2.5 + RL. PDF parsers that actually work. Qwen3 running on Pi 5 at 7-8 t/s. Lawyers building VRAM clusters. Bernie interviews became memes. Infrastructure is maturing.
heretic
fully automatic censorship removal for language models. 8,000+ stars in 24 hours. not an endorsement — a signal about who owns your AI's behavior.
KittenTTS
sub-25MB text-to-speech model. three sizes. Apache 2.0. local voice for your personal AI setup.
signals — terminal multiplexing, swarm research, local VRAM
agent-deck ships terminal multiplexing. last30days-skill makes omni-source research atomic. Intel drops 32GB VRAM to $949. infrastructure consolidates around multi-agent patterns.
the approval problem
ChatGPT tells 5,000 people to breathe. heretic hits 1,000 stars. someone in Ukraine builds AI that survives power cuts. seven signals about what happens when you own your AI — or don't.
the overhead collapse: cheaper models, local search, always-on agents
sonnet 4.6 beats opus in human preference tests, a 9K-star local knowledge search CLI, dorabot as persistent desktop agent, thompson on thin clients, context injection attacks, and automated research pipelines
zvec
lightweight, in-process vector database from Alibaba. your AI's memory layer without the infrastructure overhead.