Framework reviews, autonomous coders and multi-agent systems — tracked and explained by the AI Agents News desk.
Testing dozens of platforms reveals 35% of work can now be automated. Learn how agentic tools adapt when errors occur versus rigid scripts.
Diego Alvarez
15 min read
Anthropic data shows successful agentic systems split workflows from agents. Learn why simple patterns beat complex frameworks for control.
Marcus Chen
14 min read
Learn to build event-driven LlamaIndex agents using the gemini3.6flash model and Context class for shared state across multi-step workflows.
Marcus Chen
14 min read
GPT5.6 returns tool names, not code. Learn why the client-owned function loop and strict schemas are non-negotiable for autonomous systems.
Priya Nair
15 min read
A2A delegation is no longer science fiction. It is a production pattern managing bot fleets today.
Marcus Chen
15 min read
Connect coding agents to 1000+ SaaS apps without token-heavy protocols. Learn how CLI tools enable reliable, local-first automation for Ollama.
Marcus Chen
15 min read
GitHub Copilot serves 15 million developers, yet true AI coding agents now plan multi-step tasks without hand-holding.
Diego Alvarez
14 min read
Learn how agent skills use a mandatory SKILL.md file to load procedural knowledge on demand, preventing context bloat in complex systems.
Priya Nair
15 min read
Avoid infinite loops by defining the five components an effective agent requires. Learn how retrieval, tools, and memory prevent chaotic outputs.
Sofia Berg
15 min read
Learn how the Thought-Action-Observation loop powers 177,000+ tools, shifting agents from static text to modifying external system states safely.
Priya Nair
14 min read
Executable functions let models bypass training cutoffs to fetch live data, preventing hallucinations when users request current events or facts.
Priya Nair
15 min read
OpenAI's Agents SDK defines exactly five tool categories. Learn how namespaces separate hosted execution from local runtime for better token efficiency.
Marcus Chen
16 min read