Tools — 46 posts
HOTHow Orkas unsticks work, with Claude Code as a worker
From a source comment about 21 straight empty review cycles, we follow five Orkas scenarios using constants in the official source and our own experiments.
Cut Video in 1 Second Without Ever Watching the Footage
How Whisper timecodes, Claude Code, and FFmpeg stream copy cut an hour of 4K footage losslessly in about a second, without ever feeding video to an LLM.
5 GitHub Open-Source Tools That Replace Paid AI Plans
From code-driven video to reverse engineering and local voice cloning, an architecture breakdown of five trending GitHub AI tools that replace pricey SaaS.
Why feeding AI your whole codebase makes it dumber
How full-codebase context dumps cause attention dilution and hallucination, and five practical context-isolation engineering principles for real projects.
From vibe coding to harness engineering
How harness engineering architecture and verification pipelines keep probabilistic AI agents deterministic and distributed data consistent in regulated finance.
88K-star Impeccable catches AI-looking UI with 62 rules
What Impeccable adds to your project, where its 62 rules run (source, browser, design review), when hooks speak to the agent, and what data leaves your machine.
Orca, with 100,000 stars, runs five agents on one screen
Orca runs CLI agents in separate worktrees in one MIT open-source app. Five scenes cover comparing, status, remote runs, permission bypass and quota use.
Supabase MCP and Neon MCP safeguards before AI gets a DB
Supabase and Neon MCP URLs take project pinning, read-only mode and tool limits. We counted the tools each removes and mapped the paths it leaves open.
25 skills keep agents in spec-to-ship order, 110K stars
Addy Osmani's agent-skills says an installed skill fires on one line of description, and the repo measures it: one sentence took calls from 7 to 21 of 27.
Check gws scopes and limits before agents use Gmail, Drive
The --readonly flag on gws login makes Google block writes and deletes. We printed each option's requested scopes and covered the risks that remain.