Meet Fabro (https://t.co/9iJbhJbMiw), the dark software factory for small teams of expert engineers. Fabro gets you out of the REPL (read-eval-prompt-loop) by layering deterministic workflow graphs over agent

An overview of four durable agentic patterns, from deterministic workflows to autonomous multi-agent orchestration, and the trade-offs each architecture introduces.

Learn to build with Claude AI through Anthropic's comprehensive courses and training programs.

Learn how Databricks Agent Bricks, Unity Catalog Functions, and Vega‑Lite let multi‑agent systems return governed, portable visualizations instead of just raw tables.

The only viable successor to Kuzu. Built for agentic solutions in highly regulated industries.

By Ryan Lopopolo, Member of the Technical Staff

A visual guide to the Tape mechanism: append-only facts, anchors, handoff, fork/merge — a unified model for context management.

So far I only have one: Inflicting unreviewed code on collaborators, aka dumping a thousand line PR without even making sure it works first https://t.co/rg6LVi9zkk

TLDR: Our coding agent went from Top 30 to Top 5 on Terminal Bench 2.0. We only changed the harness. Here’s our approach to harness engineering (teaser: self-verification & tracing help a lot). The Goal of Harness Engineering The goal of a harness is to mold the inherently spiky intelligence of a model for tasks we care about. Harness Engineering is about systems, you’re building tooling around the model to optimize goals like task performance, token efficiency, latency, etc. Design decisions

An up-to-date repository of interface components based on examples from the world of design systems, designed to be a reference for anyone building user interfaces.

Meet your new benchmark leader. It's 1000x faster than grabbing a VM from a warm pool (daytona, e2b). And 10000x faster than booting a VM (vercel, etc.) Use the right tool for the job! Also, 🫡 to the bro on HN who

Explore 8 key concepts in Domain-Driven Design for better software.

Domain-Driven Design: A strategy for aligning software development with complex business needs through a shared ubiquitous language.

requirements → design → code → test → review → deploy → monitor this loop is finished I wrote down my thoughts https://t.co/T56Eq4z3ef

The visual feedback tool for agents.

This guide explains the most common OpenClaw security risks and how to mitigate them.