#llm-evals

The latest AI and developer news about #llm-evals, with the original source and a short summary.

CopilotKit Releases CLiF for Continual Learning from Full-Stack Trajectories

CLiF captures both agent traces and user actions via the AG-UI protocol to generate skills and fine-tuning data, with product trajectories currently in early access.

·1·2026.10.14 00:00

Vercel AI Gateway adds Pixel Canary model in stealth mode with free access

Pixel Canary matches GPT-6 Astra's 90.3% success rate on Next.js evals and is free for a limited time.

·2026.09.25 09:00

Framework-Free AI Engineering Hands-On: Free Open-Source Colab-Based RAG, Agents, and Evaluation Released

Free educational materials released for building RAG, agents, and evaluation systems using raw APIs without frameworks like LangChain, based on Colab.

·3·2026.08.28 06:00

Launch HN: Agnost AI (YC S26) – Extracting user feedback from agent conversations

A tool that analyzes real production conversations of AI agents to find failure patterns and suggest fixes.

·1·2026.07.15 01:00

Experimenting Better with LLM Evals: The Funnel Is Not a Fork in the Road

LLM evals should be used as a pre-experiment validation funnel, not as a replacement for A/B testing.

·2·2026.05.19 00:00

AANA Evaluation Pipeline

AANA quantified the consistency gap in answers through verification, correction, and gating.

·2026.05.01 02:00