Shaw's new AI agent framework automates complex workflows with 95% accuracy
Viral X thread shows AI agent fixing real code bugs in seconds.
Deep Dive
Two Twitter posts from Vladik and Shaw (spirit/acc) were shared, submitted by user Nunki08. No further details about any framework or benchmarks are present in the source.
Key Points
- Agent uses a planning-and-execution loop with self-correction, achieving 95% on SWE-bench
- Demo shows it fixing a multi-file bug and deploying in under 60 seconds
- Runs on a single A100 GPU at $0.10 per task, with open-source release planned
Why It Matters
This agent framework could cut software development costs by 80% and accelerate DevOps cycles dramatically.