
Sebuh Honarchian
21.6K posts

Sebuh Honarchian
@Sebuh_com
You radicalized our youth to agree to chemical Castration. I now radicalize the youth for Anarcho-Fascism.



















On-Premise Business AI Center After my posts on the 2-GPU and 4-GPU builds, people reached out asking how to build an 8-GPU box for their businesses. Why? - Protect their IP - Protect customer data - Save on inference costs - Train their own models Here's how to build one: 🧵

One framework. 10 AI coding tools. 380+ skills you reach on demand. AIWG is the cognitive layer for AI coding work. Same install, same framework, every platform: Claude Code · Codex · Copilot · Cursor · Warp · Factory · OpenCode · Windsurf · Hermes · OpenClaw `npm install -g aiwg && aiwg use sdlc` --- What you get: → Works across the model spectrum. AIWG is a context kit, not a frontier-model harness. Community-tested down to 9B on OpenClaw. Run it on cloud frontier, on local Llama-class, or anywhere in between. → Customize without forking. Scaffold a rule, agent, skill, addon, or whole framework under .aiwg/ in your project. Deploy. Iterate. Promote it to your shared corpus when it's solid. Promotion is a byte-identical copy. Your project bends the framework, not the other way around. → A catalog that scales. 380+ skills behind `aiwg discover` — one CLI call per query. A small always-loaded kernel keeps every platform's listing budget comfortable (Claude Code's 25% context cap, OpenClaw's 150-skill limit, Codex's 32 KB AGENTS.md cap — all fit). → A discoverability guarantee. Always-loaded rule: agents query the catalog before declining a request. No more "AIWG doesn't have that" when it does. → Cross-platform parity. Every integration claim is held to one bar: matches upstream HEAD or it's a bug. Teams whose engineers use different AI tools get one coherent framework, not ten slightly-different ones. → Plugins for Claude Code. 13 marketplace entries: `/plugin install sdlc@aiwg`, `/plugin install research@aiwg`, `/plugin install forensics@aiwg`, and the rest.





