... someone if they asked. At Murror, I've always been the person who writes the spec, reviews the logic, understands every decision. But on this other project, I'm operating completely differently. I describe intent. The AI interprets. I evaluate the outcome. The code in between? I trust it the way I trust a calculator I don't need to see the long division. This isn't a confession. It's a pattern I keep noticing. The people building ... ... brilliantly. Sometimes it does it in a way you'd hate, and you only find out in prod. The skill that's becoming rare isn't writing code - it's being precise enough about outcomes that you can actually evaluate

... 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

... 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