Engineering insights, product updates, and deep dives into voice-first terminal automation.
We ran 400 cold starts across 4 configurations to measure what bundling and startup optimization actually do. Median startup dropped 29.6%. Here are all the numbers.
How we built time-proportional positioning to merge Cmd+C clipboard text into progressive voice recordings at exactly the right spot.
How we detect, prevent, and resolve conflicts between parallel Claude Code agents editing the same codebase — from session-level tracking to hunk-level git staging.
We built a Chrome extension that delivers voice-transcribed text via WebSocket in 1-5ms — bypassing the clipboard paste that every other STT tool depends on.
We built a silent DevTools inspector that copies any UI element's identity — selector, text, aria labels, parent chain — to your clipboard, ready to paste into an LLM. No browser extension required.
Callipso now mirrors your terminal shortcuts from the overlay and chains them into reusable macros on an N8N-style visual canvas — zero window switching required.
How we built a searchable archive of every Claude Code session — with SQLite FTS5, Porter stemming, worker-thread indexing, and automatic cross-referencing against your git history.
We mapped every AI coding agent orchestrator we could find — terminal multiplexers, IDE replacements, cloud platforms, voice controllers — and figured out where we stand.
Callipso now mirrors Cmd+T, Cmd+W, Cmd+D and other shortcuts across iTerm2, Ghostty, Warp, Kitty, and Terminal.app — no window switching required.
We added descriptions, categories, and argument hints to 38 IPC channels — so AI agents stop guessing which endpoint to call.
Same Parakeet 0.6B neural network. Two completely different execution paths. One runs through Python + HTTP + GPU. The other is a Swift binary on the Neural Engine. Here are the numbers.
We built a 138-line HTTP proxy that exposes 480 IPC channels to AI agents — and it changed how we build software.
Meet Callipso — voice-first terminal automation that bridges the gap between speech and code execution.
How Callipso routes voice commands from clipboard to terminal in under 200ms — the state machine, adapter architecture, and hotkey pipeline.
How we built a real-time 3D codebase visualizer with Rust, WebGPU, and WASM — rendering thousands of file nodes at 60fps inside an Electron overlay.