$ articles --topic=agents
Agents
139 AI articles about Agents.
Managed Deep Agents v0.10: Browser Use and Async SubagentsManaged Deep Agents v0.10 introduces browser use, letting agents work on websites that lack an API and hand control back so you can sign in. It also adds async subagents that run background tasks.AI Coding Tools · via LangChain · 23h ago1 minBeyond code generation: A developer’s guide to agentic engineeringExplains how developers can use GitHub Copilot and related tools across planning, building, verifying, and observing software work. It covers scattered planning context, running tasks across devices and sessions, and shrinking pull requests so review is faster. Also covers automated quality, security, and dependency checks.Observability · via GitHub Blog AI and ML · 1d ago8 minTaxonomy of agentic primitives in Amazon QuickAmazon Quick's team describes a shared taxonomy for agentic work built on four questions: When, What, Who, and How. It covers triggers that start work, agents as persistent learning actors, and tools, skills, and workflows as capabilities. The post also explains how a single request like a daily Slack digest can be met several valid ways.AI Coding Tools · via AWS Machine Learning · 1d ago8 minServerless MCP server for AI agent data lake access on Amazon ECS FargateLearn how a serverless MCP server on Amazon ECS Fargate gives AI agents centralized, metadata-driven access to a data lake. The post covers the four-layer architecture, how new datasets are added with a JSON file instead of code, and how authentication and session state are handled.Agents · via AWS Machine Learning · 1d ago8 minGovern AI agent access with Okta Cross App Access and Amazon Bedrock AgentCore – Part 2Shows how to put AWS AgentCore Gateway in front of MCP servers so Okta Cross App Access grants are redeemed per target, with Cedar policies binding each tool to an agent and its delegated scope. Covers adding a second agent on Amazon EKS and reading authorization decisions through AgentCore Observability and CloudWatch.Observability · via AWS Machine Learning · 1d ago8 minGovern AI agent access with Okta Cross App Access and Amazon Bedrock AgentCore – Part 1Learn how to register an AI agent in Okta, connect it to a resource authorization server, and use Cross App Access with Amazon Bedrock AgentCore to govern which user-authorized actions the agent can take. The post also covers token validation, measured revocation timing, and the practices that worked in testing.Agents · via AWS Machine Learning · 1d ago9 minContext Engineering (Agent Memory) for AI Agents Starts with RetrievalExplains why AI agents struggle with clumsy searches, oversized results, and stale data when managing context. Covers the retrieval techniques LangChain's Deep Agents harness uses to load the right information into an agent's context window.Agents · via LangChain · 1d ago1 minBrowser Use in Managed Deep AgentsExplains how Managed Deep Agents can run a browser for an agent, using tools designed to keep browser use efficient in context. It also covers a handoff that lets you sign in yourself during a session.AI Coding Tools · via LangChain · 1d ago1 minHow We Optimized Browser Use for Deep AgentsThe post compares seven browser toolsets for Deep Agents and explains why the authors chose Stagehand from Browserbase. It also describes how they tuned it using LangSmith traces and evals, and shares the lessons they took from the process.Observability · via LangChain · 1d ago1 minAgents Are Going AsyncExplains how async subagents let an agent stay responsive while background workers handle long-running tasks. Covers how the orchestrator, notifications, and approvals work in Deep Agents.Agents · via LangChain · 1d ago1 minWebinar Recap: From Data to Vectors to ContextA recap of Jörg Schad's webinar on why AI agents can retrieve every relevant document and still give wrong answers. It also covers what agents need beyond basic retrieval-augmented generation (RAG) to answer reliably.Agents · via Pinecone · 1d ago1 minAI SDK v6 Crash CourseThis crash course walks through the AI SDK v6, showing how to build AI-powered applications from the ground up. You will learn the core concepts and the practical steps needed to start developing with it quickly.Agents · via AI Hero (Matt Pocock) · 1d ago1 min