Prime Intellect's Prime Agent Hits 95.5% on ARC-AGI-3 by Rebuilding AI Scaffolding
Prime Intellect's open-source harness turns agents into programmable systems, driving ARC-AGI-3 scores from 30% to 95.5% and enabling week-long autonomous runs.
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Agents
A focused feed of models, agents, research and open-source releases for people building with AI.
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AI agent skills: Why they succeed and what causes them to crash
Everyone's adding skills to their agents. Almost no one knows when they help, why they work, or where they fail.
x64dbg-MCP Server Lets AI Agents Drive Windows Debuggers Autonomously
A new Zig-built plugin turns x64dbg into an MCP endpoint, letting Claude and other AI agents drive reverse engineering sessions through 71 tools.
Alibaba's CommerceAgentBench Reveals Top AI Agents Fail 38% of Real Business Tasks
Alibaba's Accio team open sourced a 107-task benchmark that forces agents to complete real e-commerce workflows inside stateful replicas of Shopify, Gmail, Stripe and more.
GooeyPi Unifies Pi, OMP, and Prime Agent Into One Open-Source Desktop
GooeyPi wraps three terminal coding agents in a single Electron desktop app, giving Pi, OMP, and Prime Agent a shared cross platform GUI.
Inbox Zero's Rakazo Lets You Self-Host AI Agents Without Vendor Lock-In
Rakazo bundles persistent AI teammates with their own live Linux desktops into a self-hosted stack you run on your own hardware and model keys.
TrueFoundry's TrueForge Open-Sources an Agent Runtime That Cuts Claude Costs by 75%
TrueFoundry open-sourced TrueForge, an MIT-licensed agent runtime that ran 30-75% cheaper than Claude Managed Agents on a 14-task enterprise benchmark.
NVIDIA's AVO Hits 100% on ARC-AGI-3 Where the Bare Model Scores 30%
NVIDIA's AVO agent architecture lifts Claude Opus 5 from a 30% baseline to a perfect 100 on ARC-AGI-3's 183 interactive reasoning levels.
DeepSeek Harness Hits 160K Stars Challenging Claude Code's Closed Stack
DeepSeek open-sourced dsh, a plugin-based coding agent framework where the model, tools, sandbox, UI, and even the agent loop itself are all swappable.
Grok App Turns xAI's Terminal Agent Into a Full Desktop Workbench
An unofficial Tauri 2 desktop app wraps xAI's Grok Build CLI with sessions, project management, media previews, and scheduled automations.
LY Corporation's sim-use Gives AI Agents Eyes and Hands on Mobile Apps
A Swift CLI from LY Corporation gives AI coding agents a token-efficient observe-act loop across iOS Simulator and Android devices.
Magnitude Turns Local AI Model Selection Into a One-Click Decision
Magnitude's new catalog profiles your hardware, estimates tokens per second for every model, and picks the best local LLM before you download anything.
Anthropic Ships Claude's Agent Stack With 40% Fewer Round Trips
Anthropic makes computer use, browser tool, Skills API, and Files API generally available with batched actions cutting round trips 20-40%.
Meta's WildArtifactBench Ditches Fixed Rubrics to Judge Real-World Agents
Meta previews WildArtifactBench, an evaluation that judges agents on messy real-world tasks using human and AI preference votes instead of rigid rubrics.
AT&T Bets on Hark to Fix What Killed Humane's AI Pin
AT&T takes an equity stake in Brett Adcock's stealthy AI hardware startup Hark, providing cellular connectivity for phone-free AI devices.
AWS Releases Agent Toolkit to Fix AI Coding Agents on 300+ Services
AWS ships a governed bridge between coding agents and 300+ services, replacing AWS Labs tooling with plugins, skills, and a managed MCP server.
AMAP-ML's LongHorizon-Harness Keeps AI Agents on Task 3x Longer
AMAP-ML released an open-source orchestration layer that lets Claude Code, Codex, and OpenClaw agents complete multi-hour computer tasks without state drift.
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