The pulse of AI agents.

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

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

Agente de IA: Build Secure Systems with LangChain

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

Jul 13, 2026 Marcus Chen 17 min read

Microsoft Agent Framework 1.0: From Experimental to

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 16 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 15 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 15 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 14 min read

OpenHands architecture: stateless event-driven design

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

Jul 11, 2026 Priya Nair 15 min read

OpenHands Canvas runs agents on local backends

Manage OpenHands, Claude Code, and Codex in one self-hosted interface. Learn how the system handles 16.1K-view workflows without cloud lock-in.

Jul 10, 2026 Diego Alvarez 13 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 13 min read

Agent OS stops style drift in AI code

Agent OS indexes existing repos to stop style drift, turning 170,000 GitHub stars into a system that enforces codebase standards before generation.

Jul 10, 2026 Sofia Berg 12 min read

Tokens para agentes: como a arquitetura reduz custos

Cut GPT-5.5 output costs at $30 per million tokens by fixing agent architecture and stopping redundant file reads across sessions.

Jul 9, 2026 Marcus Chen 14 min read

Loop Engineering: Stop Prompting, Start Architecting Agents

Learn how loop engineering replaces manual prompting with autonomous cycles, preventing seven-figure token bills through strict verification logic.

Jul 9, 2026 Marcus Chen 16 min read

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