ScholarEvolve uses published research to improve AI agents, raising Qwen's AppWorld task completion from 69% to 81.4% without retraining the model.
15 minutes and one crazy idea ...
The first bug its tests caught was the AI's own.
"ABC-123" and "ABC-123". When comparing product codes, you might intend for them to be the same, but in Python, they do not match. Have you ever gotten stuck here when checking a received list?In such ...
Browser extensions live inside a box.They can touch the page's DOM. They can peek at network traffic. They can have storage. But they cannot "launch an app installed on this PC." That would be a major ...
Traditional compute primitives are not built to run hundreds of millions of these agents at planet scale, which led us to ...
Treat the LLM as a brain, not a source of facts. A practical guide to multi-agent LLM systems: prompts, orchestration, RAG, ...
Prompt injection test lab: build a 12-step Python harness that scores Claude, GPT, Gemini, Mistral and DeepSeek on 14 OWASP ...
Learn how to generate PDFs from Cloudflare Workers using Tectonic and Cloud Run, with practical lessons on Docker, security, ...
I've always wanted to create my own app but never had the skills to do so. AI has changed that, so I tried my hand at app ...
Run claude mcp list afterward to confirm the server registered, then open a Claude Code session in the same project and ask ...