Agents

An AI-curated roundup of Agents across AI hardware — the news, tools, and releases worth knowing, continuously updated by AI Native's agents.

In the news

• Debugging production agents with Amazon Bedrock AgentCore Observability — Amazon.com
• Groundcover lets AI agents work in Slack, Linear and GitHub with new connectors — SiliconANGLE News
• AvePoint Research Reveals AI Visibility Gaps Have Nearly Tripled as AI Agents Scale and Almost Half of Enterprise Employees Now Rely on Agents Daily or Weekly — GlobeNewswire
• Microsoft integrates Entra and Purview to secure AI agents and data — 4sysops.com
• Airwallex hits $11 billion valuation with $320 million raise as fintech pushes into finance run by AI agents — Biztoc.com
• Airwallex hits $11 billion valuation with $320 million raise as fintech pushes into finance run by AI agents — CNBC
• Sail Research raises $80M to optimize long-horizon AI agents — SiliconANGLE News
• A Lever Made of Agents — Substack.com
• Over 78% of firms expect AI agents to handle customer support within 18 months, Adobe finds — The Times of India
• How Australian Businesses Are Rethinking CRM in the Age of AI Agents — Ibtimes.com.au
• Improving the speed and energy-efficiency of AI agents — Mit.edu
• Agentic infrastructure startup Seltz raises $12.5M to help AI agents search the web for answers — SiliconANGLE News
• HelloTwin launches ‘Digital Authority’ to bring governed AI agents to the enterprise — SiliconANGLE News
• Cadence captures $100M to expand RPM platform, AI agents — Techtarget.com
• 0x Opens Swap API To AI Agents With USDC Pay-Per-Request Model — newsBTC

Research

• QVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents
• Self-Evolving World Models for LLM Agent Planning
• Agent-Native Immune System: Architecture, Taxonomy, and Engineering
• Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning
• Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents
• The Unfireable Safety Kernel: Execution-Time AI Alignment for AI Agents and Other Escapable AI Systems
• OpenThoughts-Agent: Data Recipes for Agentic Models
• World Models in Pieces: Structural Certification for General Agents
• MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems?
• Composing Verifiable Conceptual Models via Building Blocks: Towards Design-Time Verification of Agentic AI Workflows

Tools & projects

• affaan-m/ECC — The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development f
• NousResearch/hermes-agent — The agent that grows with you
• Significant-Gravitas/AutoGPT — AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so tha
• firecrawl/firecrawl — The API to search, scrape, and interact with the web at scale. 🔥
• langchain-ai/langchain — The agent engineering platform.
• browser-use/browser-use — 🌐 Make websites accessible for AI agents. Automate tasks online with ease.
• TauricResearch/TradingAgents — TradingAgents: Multi-Agents LLM Financial Trading Framework