Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

AI Brainstorm — Don't write prompts. Just describe your vague idea, and AI will interview you to clarify requirements and generate a high-quality prompt automatically. Ralph Loop Execution — One click ...

Large Language Models (LLMs) are showing remarkable performance in generating source code, yet the generated code often has issues like compilation errors or incorrect code. Researchers and developers ...

Abstract: In the current control design of safety-critical cyber-physical systems, formal verification techniques are typically applied after the controller is designed to evaluate whether the ...

Jake Gyllenhaal has certainly starred in his fair share of movies over the last couple of decades. From the days of "Donnie Darko" to his performance as obsessed-cartoonist-turned-sleuth Robert ...

AI coding agents like Claude Code, Codex, and OpenCode are powerful, but they work best with focused, single-task prompts. LoopForge orchestrates these agents in structured, iterative loops — one ...