The pulse of AI agents.

Framework reviews, autonomous coders and multi-agent systems — tracked and explained by the AI Agents News desk.

Agent control plane: crewAI 1.14.6 fixes leaks

crewAI 1.14.6 patches structured output leaks and enforces strict checkpoint restoration for reliable multi-agent orchestration in production systems.

Jul 14, 2026 Marcus Chen 10 min read

Agent boundary fixes: Stop tenant data leaks now

One misrouted tenant ID broke production. Learn the five-layer model to stop context bleeding across your AI agent workflows today.

Jul 14, 2026 Diego Alvarez 15 min read

Multi-agent writing systems fix generic AI content

See how distinct agents for research and SEO eliminate errors in one-pass generation, turning a 30-article backlog into a predictable assembly line.

Jul 13, 2026 Diego Alvarez 14 min read

Function calling explained: JSON plans, not code execution

Learn how function calling uses structured JSON to anchor AI to real data, eliminating hallucinations through a strict four-step execution cycle.

Jul 13, 2026 Priya Nair 14 min read

AI Agent: Build Secure Systems with LangChain

Learn to build an AI agent using LangChain's ReAct pattern. Discover how the four critical components create reliable, stateful automation.

Jul 13, 2026 Marcus Chen 14 min read

Microsoft Agent Framework 1.0: From Experimental to Production

Microsoft Agent Framework reached version 1.0 GA in mid-2026, replacing stateless loops with durable, graph-based workflows for Python and .NET teams.

Jul 12, 2026 Marcus Chen 15 min read

Agentic Patterns: Designing Reliable AI Systems

Explore 1,672 commits of executable lessons on agent memory, context engineering, and securing systems against injection attacks.

Jul 12, 2026 Sofia Berg 12 min read

Agent scale: When 20k docs break single systems

Data shows single agents falter near 20,000 documents. Learn the ReAct pattern and memory thresholds for robust multi-agent architecture.

Jul 12, 2026 Priya Nair 14 min read

Production-ready Agents: Enforcing Deterministic State

Seventy-seven percent of AI agent projects fail to reach production, leaving only a fraction of deployments operational according to recent 2026 data.

Jul 11, 2026 Sofia Berg 13 min read

OpenHands architecture: stateless event-driven design

OpenHands hits 77% on SWE-bench Verified using a stateless event-driven architecture. Learn how the append-only EventLog enables robust coding agents.

Jul 11, 2026 Priya Nair 14 min read

OpenHands Canvas runs agents on local backends

Manage OpenHands, Claude Code, and Codex in one self-hosted interface. Learn how it switches between local, Docker, VM, and cloud backends without lock-in.

Jul 10, 2026 Diego Alvarez 10 min read

Claude Code's $20 agent-first shift explained

Claude Code's $20 monthly fee unlocks terminal-based agents, but the 132.3k-star ecosystem demands strict security oversight for production use.

Jul 10, 2026 Priya Nair 12 min read

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