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News
Crash-Resilient Long-Running Agents in Microsoft Foundry: Leases, Checkpoints, and Side-Effect Fencing
1+ day, 6+ hour ago (1120+ words) Day 1 of 100 — Microsoft Foundry 100 Days / 100 Blogs series Your agent has been running for six minutes. It already called three tools, burned a few thousand tokens analyzing a document, and it's halfway through generating a report. Then the container gets OOM-killed…...
Zero to Agent in 30 Minutes: Build a Supply Chain for Agent Context with Maxim Salnikov – O’Reilly
4+ day, 18+ hour ago (292+ words) With the O’Reilly learning platform, you get the resources and guidance to keep your skills sharp and stay ahead. Try it free for up to 14 days. Join a live online event on the O’Reilly platform to learn from the experts…...
Choosing an Agent Memory Engine: A Six-Dimension Evaluation Framework
5+ day, 4+ hour ago (522+ words) Disclosure: we are the authors of NylonME. This is naturally a bit of "the seller praising their... Tagged with ai, llm, rust, opensource....
This Week in Agent Infrastructure: Runtime Enforcement Crystallizes as a Mandatory Layer
6+ day, 3+ hour ago (66+ words) ServiceNow, Microsoft, MintMCP, Citrix, and CrowdStrike all converged on the same infrastructure layer within a single week — each arriving at runtime enforcement from a different corner of the enterprise stack. Blair Hayes Agent Infrastructure All stories by Blair Hayes → |[email protected]…...
Building a Simple Agent Runtime With Node.js
1+ week, 2+ day ago (657+ words) You built an agent that calls a model, picks a tool, and prints an answer. It works fine in a script. Then you try to run it for real, and it falls apart. No memory between steps. No retry when…...
When agents build, deploy, and maintain, persistence becomes the hard problem - The New Stack
1+ week, 4+ day ago (1332+ words) Every application has always needed a place to keep its state. That is not new. What is new is who creates that place, how many get created, and how long they have to survive after everyone has stopped looking. “Separating…...
Durable Execution for Any AI Agent Framework
1+ week, 5+ day ago (1530+ words) Union.ai achieves 9.8x ROI according to analysts. Build, ship, and scale AI faster than ever before. Compare our open-source and production AI runtimes. Union.ai scales with virtually no limit and enables you to saturate your compute resources. Union.ai…...
Engineering 24/7 Autonomous Agent Daemons: LangGraph Cyclic StateGraphs, NVIDIA NIM, Hermes-3 & Trajectory Eval Harnesses
2+ week, 1+ day ago (146+ words) Most introductory agent tutorials demonstrate linear chains: User Input ──▶ LLM ──▶ Tool ──▶ Output. For reliable agentic execution, closed proprietary APIs are often too costly for continuous daemon loops, while generic open models frequently fail at multi-tool schema binding. Hermes-3 (by Nous…...
Estuary Rewrites Its Runtime for Agents at Enterprise Scale
2+ week, 3+ day ago (281+ words) NEW YORK, Aug. 26, 2026 Data that moves in real time rarely arrives all at once, meaning operational systems and agents can act on incomplete information. With its new runtime, Estuary offers customers transactional integrity at higher speed and data volumes, so…...
The Missing Runtime for Long-Running AI Agents
2+ week, 4+ day ago (1182+ words) Enterprise AI agents need durable execution layers that pause for human review and resume reliably across long-running processes....