Engineering at Anthropic. Building effective agents. Published . Dec 19, 2024. We've worked with dozens of teams building LLM agents across industries. Consistently, the most successful implementations use simple, composable patterns rather than comp

I don't have the money for a Mac Mini and I don't use my agent for writing code, so my experience is on a Windows11 PC. If your setup is different or your use cases are different then mileage might vary, but I'm happy to share my journey and how this little buddy has definitely grown on me over the weeks.

I started out wanting to test Hermes as a Claw alternative, and saw a lot of posts recommending it, and of course being attached to an established name like Nous added more credibility than a

Anthropic literally just dropped Opus 4.7. The timeline is an absolute blur right now. People on Twitter and TikTok are already calling it a "cloud employee" because you can assign it a task, shut your laptop, go to sleep, and it finishes the job at 3 AM. It's a monster. But that isn't what broke my brain this week. What broke my brain is that my laptop fan is currently screaming at 6,000 RPM because I loaded up Alibaba’s new open-weight Qwen3.6-35B-A3B, ran it locally, and watched it brutally o