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molequla.c — a dependency-free, single-file, continually-learning GPT organism in pure C. ontogenesis (25K→10M params), immune system, consciousness, swarm ecology, delta adapters, BLAS acceleration. part of github.com/ariannamethod/molequla
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Convert documentation URLs to Markdown "convention" files to be used by aider and other LLMs
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How Personal AI Agents and Agent Orchestrators like OpenClaw or GasTown are Made
How Personal AI Agents and Agent Orchestrators like OpenClaw or GasTown are Made
Over the last few months, projects like Gas Town by Steve Yegge and OpenClaw by Peter Steinberger have made “AI agent orchestrators” feel suddenly mainstream. It is tempting to treat them as a new kind of intelligence, but under the hood they are still a small set of primitives wired together with discipline: an LLM API call, a state loop, tools, memory, and orchestration.
This raises a practical question: what is actually inside an “agent,” and how is it different from ChatGPT (a chat UI over a model) or coding tools like Claude Code (an agentic coding surface)? Gas Town’s README frames it as a “multi‑agent orchest
These are the actual prompts I use for each use case shown in the video. Copy-paste them into your agent and adjust for your setup. Most will work as-is or the agent will ask you clarifying questions.
Each prompt describes the intent clearly enough that the agent can figure out the implementation details. You don't need to hand-hold it through every step.
My setup: OpenClaw running on a VPS, Discord as primary interface (separate channels per workflow), Obsidian for notes (markdown-first), Coolify for self-hosted services.
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当時はTK-80、KIM-1、SCAMP、HitachiやL-Kit16などの10万円ほどする、いわゆるワンボードマイコンが全盛期でありました。Altair、IMSAI、SOL-20、Horizon North Star、クロメムコといったS-100バスのコンピュータはテレタイプに紙テープで操作するもので50万から80万円、8インチのフロッピー・ディスクを搭載したものが100万から150万円もする時代でありました。(ご参考までに、大卒初任給は10万円ぐらいの時代のことです。)