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Run Hive Memory locally to give AI coding agents persistent, cross-project context and session history (JSON/Markdown on disk at ~/.cortex). Use MCP clients like Claude Code or Codex.
Nine lessons implement a minimal agent loop—tool calls, memory, state, policy gates, self-scheduling—in about 60 lines of Python. Run in-browser via Pyodide with mock or Groq LLM.
Shard decomposes large code changes into a DAG of parallel subtasks, runs multiple AI agents in separate git worktrees, and merges results in order with test-aware retries.
Automate translation of Pokémon GBA ROM hacks with Meowth: extract text, use LLMs to translate while preserving in-game codes and fonts, then rebuild a playable ROM via GUI or CLI.
Hands-on 60–120 minute guide: clone uberSKILLS, run a local dev instance, author one SKILL.md, run ~10 test prompts across models via OpenRouter, and validate metrics before deploy.
Isaacus offers Kanon 2 Embedder and Reranker for legal retrieval, Kanon 2 Enricher to turn long documents into knowledge graphs, plus semchunk—vendor claims worth piloting.
Meta acquired Moltbook, a Reddit-like network where autonomous AI agents post. A concise guide to the moderation, provenance and simple safety steps teams should take.
Moruk OS is an open-source, local Linux platform for autonomous AI agents. It breaks goals into subtasks, runs code, supports multiple LLMs, plugins, and local memory.
Hands-on guide to self-hosting Styx, an MCP-native AI gateway that auto-routes requests (styx:auto) across 65+ models with live pricing. Setup, test routing, and POC tips.
Step-by-step guide to run Social Cookie Jar locally: a headless, cookie-auth toolkit that lets AI agents paste drafts into social UIs without API keys. Includes setup, example, and checklist.
Deploy MailCat: an open-source API that gives AI agents instant, ephemeral inboxes, auto-extracts verification codes, and stores mail for one hour—set up in minutes.
Build a local POC where agents use W3C DIDs, DIDComm v2 and Verifiable Credentials to compute signed authenticity vectors and produce cryptographically verified, consented introductions.