Akarsh G
2.4K posts

Akarsh G
@akarsh_ghale
Building @CygnusAIPrime | Deploy your first OpenClaw AI Employee | 🌐https://t.co/fCvuJFry5F


Software engineering are going to get replace in next 6 to 12 months ahh replies 🤣🤣🤣🤣🤣



I genuinely unironically think @ctatedev from Vercel Labs saved local development with Portless. Genius.



Introducing wterm (“dub-term”) A terminal emulator for the web → DOM rendering — not canvas → Select text, copy/paste, ⌘+F, a11y → Dirty-row tracking, 24-bit color, themes → WebSocket transport with reconnection → Zig core compiled to ~12 KB WASM → just-bash, local, SSH


That was the case in December. 4 months and thousands of work hours later, we have a great security concept; you can go all yolo, use a sandbox (Docker or OpenShell), there are allow-lists and per-access exec allow/deny prompts. There’s hundreds of security researchers that pen-tested it.


We ran GPT-5.4 (xhigh) on our tasks. Its time-horizon depends greatly on our treatment of reward hacks: the point estimate would be 5.7hrs (95% CI of 3hrs to 13.5hrs) under our standard methodology, but 13hrs (95% CI of 5hrs to 74hrs) if we allow reward hacks.



Claude Mythos is insanely token-efficient



















