... open-sourced optimize_anything, an API that optimizes any text artifact. You provide a starting artifact (or just describe what you want) and an evaluator it handles the search. import gepa.optimize_anything as oa result = oa.optimize_anything( seed_candidate="<your artifact>", evaluator

... Chennai, India I am a senior project and program management professional with 16+ years of experience across technology governance, enterprise systems, audits, and innovation-led initiatives. My work centers on designing, evaluating, and governing complex delivery frameworks, with a strong emphasis on objective decision-making, process standardization, and measurable real-world impact. I actively contribute to the global innovation ecosystem as a hackathon judge, evaluator

... LangFast exists I shipped LangFast out of frustration with the existing tools. Prompt testing and LLM evaluations should be simple and straightforward. All I wanted was a simple way to test prompts with variables and jinja2 templates across different models, ideally something I could open during a call, run few tests, and share results with my team. But every tool I tried hit me with a clunky UI, required login and API keys, or forced a lengthy setup process ... ... Twitter and LinkedIn. Dont's: Do not add more features for the sake of more features. Prioritize add those based on the user feedback first: store execution logs, support of image input & outputs, support of Response API, add evaluators

... since that Week 1 post : Here's the summary : User research & feedback loops, iterating only on what real users ask for. Brand Intelligence tweaks: Added Load more for AI SEO keywords & AI prompts. Option to copy the competitor's website and do a quick search about it on Google, and a ChatGPT option. Prompt Monitor enhancements: re-prompt old queries to track the updates or progress. GEO Audit Updates: Technical SEO accuracy improved ... ... content quality evaluator