A guy named Max at Carnegie Mellon just open-sourced an autonomous AI company for free. It's called Auto-Company. You start a loop. Fourteen AI agents wake up, read their shared memory, form a small squad, and get to work. Then they sleep briefly and do it all again. Forever. Each agent has a real mental model behind it, not a generic "you are a helpful assistant" prompt. > The CEO thinks like Jeff Bezos. > The CTO thinks like Werner Vogels. > The engineer thinks like DHH. > The marketer thinks like Seth Godin. > A dedicated "inversion" role thinks like Charlie Munger and runs pre-mortems on every idea. Fourteen roles in total, plus a library of 30+ reusable skills like deep research, scraping, financial modeling, SEO, and security audits that any agent can load on demand. The workflow is designed to converge, not just talk. > Cycle 1: the team brainstorms ideas. > Cycle 2: Munger runs a pre-mortem, Thompson checks the market, Campbell checks the unit economics. GO or NO-GO. > Cycle 3 onward: build, deploy, ship. Pure discussion loops are forbidden. The memory between cycles is a single markdown file called consensus dot md. No vector database. No orchestrator bloat. Just a plain text baton the team hands off after every cycle. You edit that one file to steer the whole company. It runs on Claude Code or Codex CLI, with a native daemon on macOS, Windows, and Linux. There's a local dashboard that shows live cycle status, model spend, and which agents are currently active. Auto-Company is still early. It costs real money per cycle, stability isn't guaranteed, and it can't compete with a real company. But the idea is huge. For years, only VC-backed labs could afford to experiment with autonomous agent stacks like this. Now the blueprint fits in a git clone.

GitHub is hiding some absolutely INSANE AI video editing tools. These open-source repos can turn hours of boring editing into minutes of work. 10 powerful GitHub repos every creator should bookmark: 1. OpenChatCut Edit videos by chatting. Let AI adjust clips, transitions, captions, effects, and audio while keeping the timeline fully editable. github.com/0xsline/OpenChatC… 2. FireRed-OpenStoryline Describe the edit you want. Cut and reorder footage, remove filler words, and clean up repeated sentences through natural-language instructions. github.com/FireRedTeam/FireR… 3. AutoClip Turn long podcasts, interviews, and lessons into short clips with AI-selected highlights, subtitles, covers, and publishing copy. github.com/zhouxiaoka/autocl… 4. Herk Edit Kit Give Codex or Claude Code editing skills for cutting dead air, finding mistakes, adding captions, arranging B-roll, and building motion graphics. github.com/nateherkai/herk-e… 5. AutoSubs Generate subtitles locally, identify speakers, and send captions into DaVinci Resolve, Premiere Pro, or After Effects. github.com/tmoroney/auto-sub… 6. StoryToolkitAI Search your footage by meaning, find relevant moments, and assemble story selections you can export into your editing software. github.com/octimot/StoryTool… 7. FunClip Cut videos by selecting words from the transcript. Choose passages or speakers, then export the matching footage with subtitles. github.com/modelscope/FunCli… 8. NarratoAI Create commentary edits from existing footage with AI-assisted scriptwriting, automatic cutting, voiceovers, and subtitle generation. github.com/linyqh/NarratoAI 9. BackgroundRemover Remove backgrounds from videos with AI. Export transparent footage, replace backgrounds, or process an entire folder through the command line. github.com/nadermx/backgroun… 10. LatentSync Match mouth movements to replacement dialogue or dubbed audio with ByteDance’s lip-sync model. Requires a capable GPU. github.com/bytedance/LatentS… Which editing task would you automate first?

Codex is becoming ridiculously powerful, and these GitHub repos make it even crazier. I found 10 open-source tools that can turn your AI coding assistant into a serious productivity machine. Every vibe coder should know these exist: 1. Awesome Codex Subagents Give Codex specialist agents for frontend development, backend engineering, security, testing, and code reviews. github.com/VoltAgent/awesome… 2. Browser Tools MCP Let Codex read browser console errors, failed network requests, and audit results. Give it evidence of what's breaking inside your app. github.com/AgentDeskAI/brows… 3. Grounded Docs Give Codex searchable documentation for the exact library versions your project uses, pulled from official websites, GitHub, and local files. github.com/arabold/docs-mcp-… 4. Code-Graph-RAG Build a searchable map of your codebase so Codex can trace functions, classes, and dependencies before making changes. github.com/vitali87/code-gra… 5. MCP Memory Service Store architecture decisions, project context, and coding patterns so Codex can retrieve them across sessions. github.com/doobidoo/mcp-memo… 6. Supabase MCP Connect Codex to your Supabase backend so it can inspect database structure and work with your project through tools. github.com/supabase/mcp 7. Visual Explainer Turn architecture explanations, code reviews, and implementation plans into visual HTML pages you can actually understand. github.com/nicobailon/visual… 8. Ruler Write your project rules once and distribute them across Codex, Claude Code, Cursor, and other coding agents. github.com/intellectronica/r… 9. PAL MCP Server Let Codex consult other AI models for code reviews, debugging, planning, and second opinions. Supports cloud and local models. github.com/BeehiveInnovation… 10. TestSprite CLI Give Codex a workflow to create tests, run them, inspect failures, and rerun after fixes. Open-source CLI; cloud testing requires an account and credits. github.com/TestSprite/testsp… Which one are you adding to Codex first?

GitHub has officially gone insane. You can now build an entire AI content factory without hiring a single person. 10 ridiculously powerful repos: 1. OpenCreator Give Codex a creator workspace to write scripts, generate images, create voiceovers, translate videos, and edit content. github.com/krillinai/OpenCre… 2. Social Media Research Skills Give Claude Code and Codex skills to find standout posts, study competitors, mine comments, and pull hooks from video transcripts. Powered by ScrapeCreators. github.com/ScrapeCreators/so… 3. Local Deep Research Turn a topic into a research report by searching the web and your documents. Works with local and cloud AI models. github.com/LearningCircuit/l… 4. FLUX.2 Generate and edit images for thumbnails, social posts, and campaigns. The Klein 4B models come with Apache-licensed weights. github.com/black-forest-labs… 5. Kokoro Turn your scripts into AI voiceovers using a compact, open-weight speech model. Build narration directly into your content pipeline. github.com/hexgrad/kokoro 6. ACE-Step 1.5 Generate music from text descriptions, create instrumental tracks, and regenerate sections of audio. Runs locally on supported hardware. github.com/ace-step/ACE-Step… 7. Short Video Factory Turn prompts and your footage into batches of short videos, with AI-written copy, voiceovers, automatic editing, and subtitles. github.com/YILS-LIN/short-vi… 8. AI YouTube Shorts Generator Turn long YouTube videos into vertical Shorts with AI-picked highlights, transcription, and automatic cropping. github.com/Anil-matcha/AI-Yo… 9. Podcastfy Turn source material into AI podcast conversations. Customize the dialogue and generate audio in multiple languages. github.com/souzatharsis/podc… 10. Social Media Agent Turn a URL into X and LinkedIn posts. Review the drafts, make changes, and schedule them through an AI agent workflow. github.com/langchain-ai/soci… Which part of your content workflow are you automating first?

GitHub is making game development ridiculously easy You can now use Claude Code or Codex to build games without spending months learning game engines. Here are 10 insane GitHub repos worth bookmarking: 1/ Godogen Describe the game you want. The agent writes code, generates assets, runs the engine, and checks the result through a live game or recording. Works with Claude Code and Codex. Supports Godot, Bevy, and Babylon.js. github.com/htdt/godogen 2/ Three.js Game Skills Want something beyond another basic platformer? This gives Claude Code and Codex skills for gameplay, graphics, sound, UI, and testing. The demos include drifting, snooker, and space combat. Build it. Play it. Give feedback. Keep improving. github.com/majidmanzarpour/t… 3/ Claude Code Game Studios 49 AI agents organized like a game studio. Game designers. Gameplay programmers. Artists. Sound designers. QA testers. You direct the project. Claude Code gets specialized workflows for building it. Includes Godot, Unity, and Unreal specialists. github.com/Donchitos/Claude-… 4/ Godot AI Your AI can actually work inside the Godot editor. Build scenes. Edit scripts. Connect signals. Set up cameras, animations, particles, and UI. Connect Claude Code or Codex, then describe what you want changed. github.com/hi-godot/godot-ai 5/ sprite-gen One character image becomes usable game animation. Generate motion states, remove backgrounds, extract transparent frames, and export sprite atlases. Includes a review interface to reject or adjust bad frames. A Claude/Codex skill for making your characters move. github.com/aldegad/sprite-ge… 6/ GameFactory-3A Game code is only part of the job. This connects asset generation with game construction: Images. 3D models. Character motion. Audio. Cinematics. Works with Claude Code and Codex. Its demo videos include fighting games, racing games, FPS games, and RPGs. github.com/OpenDCAI/GameFact… 7/ GameDev Agent Skills 74 game development skills your coding agent can load when needed. Covers Godot, Unity, Unreal, Phaser, Three.js, Bevy, Roblox, and more. A router selects the right guidance for your engine and task. Works with Claude Code and Codex. github.com/gamedev-skills/aw… 8/ NovelToGame Turn a story into a playable game. Seven skills guide your agent through adaptation, mechanics, world design, art direction, building, and testing. Examples include a Journey to the West RPG and a dinosaur photography game based on The Lost World. Works with Claude Code and Codex. github.com/zenstory-ai/novel… 9/ Unreal Engine Skills Epic Games published its own Claude Code plugin. It lets Claude control Unreal Editor through tools for Blueprints, materials, effects, animation, UI, and testing. Give Claude access to the editor, then ask it to build or change things. github.com/EpicGames/unreal-… 10/ Genex Desktop An AI game development workspace. Use your Claude Code or ChatGPT subscription, or local models. Coordinate agents, create 3D assets through Blender, connect generation tools, and publish to the web. Early software. Available on macOS and Linux. github.com/genex-games/genex… Pick one. Build one level with one mechanic worth playing. Then make it good enough that someone wants a second level.