Ruh roh. Open-weight LLMs can quote nearly all of a Harry Potter book from memory. Lawyer up Meta. @afedercooper, Aaron Gokaslan, Percy Liang et al. spill the copyright beans. ~thread~ arxiv.org/abs/2505.12546

Jay Hack Linear Codegen can confirm. linear + codegen = cracked it’s getting wild

Jay Hack Linear Codegen And nowww i use heavily codegen, subscribed to codegen within an hour after it did perfectly 10 jobs, now orchestrating through linear sooo nice

Claude 4 is live in Codegen 🚨 Let 'er rip on your codebase! codegen.com

We're now merging 100% AI-generated PRs on a 90 million line Typescript monolith as of this morning. Bottleneck to agents like Codegen is no longer the agent's ability to grok large repos It's the infra for spinning up sandboxes etc. - "traditional" tech problems of scale

With Claude 4, it implies we're on "level 4" of AI progress, similar to when GPT-4 was SoTA 4 is a low number. "We have so far to go" vibes. In reality we are on level ~7 of step function improvements since GPT-3 API released Give us higher version numbers, you cowards

ChatGPT killer app Shazam but for vague memories of lyrics

Weaker versions of this for smaller models has been known for a while and has always been a mindfuck All LLMs learn the same manifold, just rotated Gets us back to the OG stoner question, what if my “red” is not the same as yours? (They are isomorphic)

Slack is my new IDE! I integrated @Codegen's AI Agents into Slack. Now, it lets me review PRs, ship new features, and create new projects—all directly from Slack using plain English. Idea to feature in seconds. Check this out👇

ffmpeg is a good example of "CLICP" You don't need an MCP for many types of video manipulation, since Claude 4 et al are already fluent in ffmpeg manus.im has shown this among others. Existing CLIs should be used as default for expanding agent toolsets.

The attack described here applies to any agent hooked up to Github, MCP or otherwise Codegen has implemented extensive security measures against this - very real issue with no go-to turnkey security solution

`search_memories(...)` tool should come paired with `wistful_nostalgic_contemplation(...)` tool for max performance

If I were an investor looking to invest in one of AI coding tools (including Cursor, Windsurf, Devin etc), I would be putting my money on Codegen They are building really novel and valuable stuff, and unlike the others are actually under hyped right now

There should be a "langchain for sandboxes" There are many, many sandbox providers coming onto the scene and main blocker to adoption from code agents is lack of a standardized API Should support: ✅ CRUD operations ✅ Custom image specification ✅ Snapshotting