Zhijian Skills Bundles 16 Open-Source Agent Workflows Into One Catalog
A Chinese developer's open-source Agent Skills portfolio bundles sixteen focused tools, including a layered Web Clipper that chains five extractors to reliably scrape anything.
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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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Cohere Labs' ATE Dataset Reveals Only 2.6% of AI Agent Tools Actually Work
Cohere Labs scraped 696K agent tools from 123K MCP servers and found only 2.6% can actually finish a real job task alone.
Backpass Turns Your AI Agent's Chat History Into Self-Improving Memory
A new CLI treats AGENTS.md as a set of weights, mining your agent transcripts to propose evidence-backed edits under a strict token budget.
Anthropic Ships Terraform-Style Workflow to Deploy Claude Agents From Code
Anthropic's ant CLI now lets you declare agents, skills, environments, memory stores, and deployments as files and reconcile them like Terraform.
OpenAI's GPT-6 Astra Hits 99.9% on AGI Benchmarks and Runs Your Computer
OpenAI's new flagship saturates ARC-AGI-3 and FrontierMath Tier 4, drives a browser at 1.9x speed, and crosses the Critical cybersecurity threshold.
Tencent Boosts Qwen3.6 Shell AI Scores 18 Points With Evolving Training Tasks
Tencent Hunyuan's environment evolution builds off-policy lineages of increasingly hard terminal tasks, boosting Qwen3.6 agents by up to 18 points on Terminal-Bench.
Coding Agent Cost: Why Sessions Get Expensive
Keep the project on disk, treat lunch as a bill, and score the first finished tasks rather than dollars per million tokens
Browser Use Lets AI Agents Shop and Pay Without Touching Your Card
Browser Use agents can now check out on any website using disposable single-use cards issued by Stripe Link, without ever seeing your real card number.
Krea Agents Opens Beta to Replace Node-Wiring With Plain English Prompts
Krea opens the beta for a new agent platform that turns natural-language prompts into finished visual assets, sitting on top of its existing creative suite.
Xiaohongshu's Self-GC Cuts Agent Token Costs by 20% Without Losing Critical Context
Xiaohongshu's Self-GC uses a planner LLM to fold, mask, or prune agent context, retaining critical details 84.85% of the time versus 54.55% for rule-based baselines.
Qwen's E-Commerce Bench Exposes How Badly AI Agents Fail at Running a Business
A new 365-day simulation drops LLM agents into a deterministic marketplace with ¥100,000, real supplier data, and fraudsters, and no model wins everything.
Meta's Muse Spark 1.3 Cuts Tool Calls 20% and Stops Agents From Hallucinating
Meta's latest agentic model trims tool calls by 20 percent and tokens by 25 percent while learning when to ask for help.
Anthropic's Claude Blueprint Boosts Retailer Carts by 35% With Shopping Agents
Anthropic open-sources a full commerce agent blueprint with shopping and merchant reference implementations, plus architectural guidance from production deployments driving 35% larger carts.
Nodeterm's Open-Source Canvas Lets Developers Run Claude and Codex Side by Side
Nodeterm turns terminals and coding agents into draggable nodes on an infinite canvas, with tmux-backed sessions that survive reboots.
Nous Research's Hermes Agent Pantheon Connects All Your AI Agents Into One Interface
Hermes Agent v0.21.0 Pantheon lets the desktop app hold live connections to multiple gateways at once, unifying every bot and chat under one roof.
Treg Gives AI Agents Access to 2,600 Paid API Tools for Pennies
Treg is an open-source proxy that gives agents access to 2,600+ paid APIs through one token, billed per call with no vendor signups.
Rebuilding the Runtime: What NVIDIA NOOA Reveals About Agent Frameworks
Its object-oriented model clarifies the trade-off between live program state and durable runtime control.
Runway Dev MCP Lets AI Coding Agents Control Generative Media APIs Directly
Runway's new hosted MCP server plugs its generative media API directly into coding agents like Cursor, Claude Code, and Codex for research, routing, and debugging.
alphaXiv Opens OpenResearch, Turning Coding Agents Into Autonomous Scientists
alphaXiv released a local-first, MIT-licensed CLI that spins up parallel Claude Code, Codex, or OpenCode agents against isolated git worktrees.
MIT's SwarmWorld Shows 200 AI Agents Building a Society Without Talking
MIT researchers put hundreds of identical LLM agents into a persistent world and watched them evolve specialization, tool inheritance, and technology that survives without them.
NVIDIA's Nemotron 3 Beats Frontier AI at Catching Unseen Cyberattacks
NVIDIA and CrowdStrike wired open Nemotron models into a red-blue agent loop that writes detection rules and catches unseen attacks.
Codex with ChatGPT Reroutes Expensive AI Reasoning to Your Flat-Rate Subscription
A new open-source bridge lets ChatGPT Plus/Pro handle planning while Codex handles execution, saving API tokens without uploading your repo.
EvoMap's AutoResearch Stops AI From Faking Its Own Research Results
EvoMap's AutoResearch is an open-source agent workflow that takes a research idea from discovery through experiments to a paper-ready evidence package.
Google Antigravity's /boost Turns Hard Bugs Into Multi-Agent Reasoning Missions
Google Antigravity's new /boost slash command spins up a three-phase multi-agent pipeline that trades extra tokens for deeper reasoning on hard coding tasks.
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