I spent the better part of 3 days pulling my hair out over a script that just wouldn’t cooperate. Logs, testing, asking deepseek—nothing.
I made a post here yesterday asking about agentic llm models, and someone mentioned opencode.
I ran it from the code location, asked it to find the bug, and within a minute it pointed out a stupid error that I think I wouldn’t have ever found out. A silly little mistake. Fixed in a minute.
If a free model caught that instantly, it really puts things into perspective. Anthropic recently found 22 vulnerabilities in Firefox using their largest models. That’s not just fixing syntax; that’s hardening a massive browser against exploits.
I’m excited because the barrier to shipping stable code just dropped through the floor. But I’m also scared. Not of the tech itself, but of what happens when capitalists decide to fully automate labor. The game is changing fast.
The open‑source community is great at building tools. We need to get equally good at talking about who those tools really serve—and how we make sure they empower workers, not just replace them.


Yeah it seems like llms could be useful for this use case (reviewing code written by a human) vs vibe coding.