The pulse of AI agents.

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

Inventory solutions: Blue Yonder vs o9 for retail planning

Only 7% of retailers run AI inventory at full scale; the blocker is data readiness, not the planning platform.

Jul 25, 2026 Sofia Berg 13 min read

BTL-3 agentic coding: 27B params, low overhead

BTL-3 retains 92.2% of full-model behaviors in an 8.39 GB footprint, offering a specialized architecture for efficient agentic coding and tool use.

Jul 25, 2026 Marcus Chen 10 min read

AI agent logic: skip hype, build real systems

Discover the 5 specific components required to build AI agents that match junior employee output quality without falling for industry hype.

Jul 23, 2026 Marcus Chen 13 min read

Agentic tools beat rigid scripts for real automation

Agentic tools adapt when errors occur, while rigid scripts fail. Compare no-code, developer-first and enterprise platforms, plus per-step vs per-run pricing.

Jul 23, 2026 Diego Alvarez 13 min read

Agentic systems: simple patterns win in 2026

Anthropic data shows successful agentic systems split workflows from agents. Learn why simple patterns beat complex frameworks for control.

Jul 23, 2026 Marcus Chen 13 min read

LlamaIndex Agents: Build Event-Driven Workflows

Learn to build event-driven LlamaIndex agents using the gemini-3.6-flash model and Context class for shared state across multi-step workflows.

Jul 22, 2026 Marcus Chen 14 min read

GPT-5.6 tool calling: Why the client-owned loop matters

GPT-5.6 returns tool names, not code. Learn why the client-owned function loop and strict schemas are non-negotiable for autonomous systems.

Jul 22, 2026 Priya Nair 12 min read

Agent delegation: six distinct production patterns

Explore six distinct orchestration patterns where agents hire specialists, replacing linear workflows with flexible crypto-contract delegation.

Jul 22, 2026 Marcus Chen 12 min read

Universal CLI links agents to 1000+ SaaS tools

Connect coding agents to 1000+ SaaS apps without token-heavy protocols. Learn how CLI tools enable reliable, local-first automation for Ollama.

Jul 20, 2026 Marcus Chen 13 min read

AI coding agent vs simple autocomplete tools

GitHub Copilot serves 15 million developers, yet true AI coding agents now plan multi-step tasks without hand-holding.

Jul 20, 2026 Diego Alvarez 13 min read

Agent skills explained: procedural knowledge packets

Learn how agent skills use a mandatory SKILL.md file to load procedural knowledge on demand, preventing context bloat in complex systems.

Jul 20, 2026 Priya Nair 12 min read

Agent architecture: five components before scaling

Avoid infinite loops by defining the five components an effective agent requires. Learn how retrieval, tools, and memory prevent chaotic outputs.

Jul 20, 2026 Sofia Berg 10 min read

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