webXOS

github.com/webxos/lack Under Development

Turning @ollama nomic-embed-text model into a moderator for LACK was a success. Will be out in a new update. LINT code review, git pushing and auto moderation with a pure embed model:

Embedding model is used because it's lightweight, fast, and sufficient for the task (no text generation needed). The moderator acts purely through post-processing + rule-based logic + linting, not through LLM generation. It injects strong feedback into conversation context.

Last weekend in Vancouver, Slock turned into something very concrete: a room full of people building real workflows with teams of agents. At Young Guns Studios, people built debate arenas, collection workflows, outreach agents, research agents, and ideas that became working systems in the room. Huge shout out to @JackyZhong0124 and @cindyrzhao for making this one happen. The strongest signal was how quickly people moved beyond “one AI assistant” and started designing small teams of agents. That shift — from tool to team — is what we’ll keep building toward.

@lack2026 @ollama The embed model approach sidesteps the latency trap of running full LLMs for moderation. Most teams default to bigger models when smaller ones trained on semantic distance actually catch the nuance without the overhead.

Raptor 3 may turn out to be the most important thing created by humans if it leads to us becoming multiplanetary. This demonstration makes it feel inevitable. This is my most detailed shot of the engines in flight. I added these prints to my shop, linked in the reply

Starship flip and landing burn at the end of its twelfth flight test

@webxos2025/is-ai-the-correct-term-a9fbcd432781" target="_blank" rel="nofollow noopener">medium.com/@webxos2025/is… Today’s “AI” doesn’t actually think, feel, or understand, calling it “intelligence” might be a misnomer. For example more scientifically accurate terms include Machine Learning (ML), Synthetic Cognition, or Complex Information Processing.

github.com/webxos/dungeon… now up

github.com/webxos/microcu… MicroCUDA is a lightweight framework that brings GPU‑like compute abstractions and a local AI agent to your CPU. It simulates a CUDA runtime using OpenMP and SIMD (AVX2/AVX‑512), runs large language models via @ollama

webxos.itch.io/purge // webxos.netlify.app/purge

github.com/webxos/webXOS/… Embed‑Driven Repository Architect. Local, offline, zero‑API‑key code templating & versioning, powered by @ollama embed models.