HN paulaq 4/20/2026

Build AI evals from real failures

Framework for building AI evaluations from real production failures to create specific monitoring systems beyond generic metrics like toxicity and hallucination.

HN jamescollinssp 4/20/2026

SerpApi Claude Code Skill

Claude Code plugin integrating SerpApi search capabilities, enabling Claude to query 100+ search engines.

HN armcat 4/20/2026

AI Agent Traps (DeepMind)

DeepMind research on failure modes and safety challenges in AI agent design and deployment.

HN lionkor 4/20/2026

What Claude Code Chooses

Analysis of decision-making patterns and behavior in Claude Code AI assistant.

HN WavyPeng 4/20/2026

We taught AI to write correct streaming SQL

RisingWave releases official Agent Skills for AI coding agents to write streaming SQL, compatible with Claude, Copilot, Cursor, and 18+ other agents.

Ax Alexandra Dragomir, Ioana Pintilie, Antonio Barbalau, Marius Dragoi, Florin Brad, Cristian Daniel Paduraru, Alexandru Tifrea, Elena Burceanu, Radu Tudor Ionescu 4/20/2026

JumpLoRA: Sparse Adapters for Continual Learning in Large Language Models

JumpLoRA framework enabling continual learning in LLMs via adaptive sparse LoRA adapters mitigating catastrophic forgetting.