1h ago · 4 min read · Giskard just hit 5,174 stars on GitHub. It's an open-source LLM evaluation library - scan your model for hallucinations, bias, toxicity, the usual suspects. Point it at your model, run the test suite, get a report card. For static models, that's exac...
Join discussion6d ago · 12 min read · TLDR: A single agent loop is enough for a demo, but production AI systems need explicit layers for routing, execution, memory, and evaluation. Those layers determine safety, latency, cost, and traceability far more than model choice alone. TLDR: Prod...
Join discussionMar 12 · 13 min read · TLDR: If tools are primitives and skills are reusable routines, then the skill registry + router + evaluator is your production control plane. This layer decides which skill runs, under what constraints, and how you detect regressions before users do...
Join discussionFeb 11 · 2 min read · Bridging the Gap Between Knowledge and Real-World Experience In today’s rapidly changing professional environment, learning is no longer limited to formal education. Students and working professionals alike seek guidance that helps them develop pract...
Join discussion
Jan 19 · 3 min read · The EB2 NIW USA category remains one of the most powerful immigration options for professionals aiming to secure a U.S. green card without employer sponsorship. As USCIS standards continue to evolve in 2026, understanding the requirements, timelines,...
Join discussion
Jan 13 · 7 min read · Someone on Reddit asked how people evaluate their AI agents. The top comment was brutal. "I've had discussions with numerous AI and machine learning engineers working on similar projects, and none have achieved satisfactory results". Another develop...
Join discussion
Jan 9 · 15 min read · Employee Evaluation Software in 2026: What It Is and How Teams Use It Employee evaluation software helps a company run performance reviews in a clear, repeatable way. It keeps goals, feedback, review forms, manager notes, and final ratings in one pla...
Join discussion
Dec 26, 2025 · 3 min read · Last month, I watched a team spend two weeks integrating Claude into their workflow. They set up API keys, trained everyone, updated their documentation. It looked perfect on paper. By week three, they weren't using it anymore. They went back to GitH...
Join discussion
Dec 24, 2025 · 22 min read · Hello Techies👋! I’m Samiksha, Hope you all are doing amazing stuff. I’m back with Another Super trendy shift in building Agentic AI products i.e Eval first Thinking. Everyone nowadays talking about LLM-as-Judge for evaluating the Stochastic Agents o...
Join discussion
