Ax Zachary Bamberger, Till R. Saenger, Gilad Morad, Ofra Amir, Brandon M. Stewart, Amir Feder 4/1/2026

STATe-of-Thoughts: Structured Action Templates for Tree-of-Thoughts

STATe presents an interpretable inference-time-compute method using structured action templates to improve output diversity and reasoning control in tree-of-thoughts approaches for LLMs.

Ax Dharshan Kumaran, Arthur Conmy, Federico Barbero, Simon Osindero, Viorica Patraucean, Petar Velickovic 4/1/2026

How do LLMs Compute Verbal Confidence

Study investigating how LLMs compute verbal confidence: timing of computation and relationship to answer quality.

HN handfuloflight 4/1/2026

AI Agent Traps

Guide on building, training and deploying AI agents. Limited technical depth in provided excerpt.

HN jbarrow 4/1/2026

LFM2.5-350M: No Size Left Behind

LFM2.5-350M model released with 28T token pre-training, optimized for inference on CPUs and GPUs with tool use capabilities.

HN latentlie_747 4/1/2026

DefenseClaw: Secure Your OpenClaw

Enterprise governance layer for OpenClaw agents providing security controls for skills, MCP servers, and code execution.

HN shenli3514 4/1/2026

How Claude Code memory works

Explanation of how Claude Code memory system persists project context across sessions using disk-based file loading.

HN Ishymoto 4/1/2026

Codey-V2 is out – stable release

Codey-v2: Local AI coding agent for Android with daemon mode, RAG, git tools, voice, and self-refinement using three purpose-built models served via llama.cpp.

HN samahlstrom 3/31/2026

Show HN: Initialize an AI Harness with Forge CLI

Forge CLI scaffolds AI agent pipelines for Claude, providing multi-agent workspace orchestration with decomposition, risk classification, parallel execution, and adversarial evaluation. Built in Go with cross-platform binaries.

HN zagwdt 3/31/2026

RL Meets Adaptive Speculative Training

Research combining reinforcement learning with adaptive speculative decoding for LLM optimization. Title-only entry lacks implementation details.

HN agentura 3/31/2026

Agentura – like pytest, but for AI agents (Free)

Agentura is a testing framework for AI agents (pytest-style) that runs baseline comparisons on pull requests to detect behavior changes. Live playground available without signup.

HN h4ch1 3/31/2026

Atlassian's Pragmatic Drag and Drop

Atlassian's low-level drag-and-drop library for web applications, framework-agnostic and powering major products like Trello and Jira.

HN mathewpregasen 3/31/2026

1-bit LLMs are here

1-bit quantized large language models now available for deployment and use.