Framework reviews, autonomous coders and multi-agent systems — tracked and explained by the AI Agents News desk.
Most agents use only 2 of 7 memory types. Learn why working memory evaporates and how episodic storage fixes long-term agent autonomy.
Sofia Berg
14 min read
L'IA agentique exécute des tâches sans supervision, mais exige des contrôles d'audit rigoureux dès la conception pour maîtriser les risques opérationnels.
Marcus Chen
17 min read
After 18+ production deployments, this guide compares 7 agent frameworks like LangGraph and CrewAI for reliable multiagent orchestration in 2026.
Diego Alvarez
15 min read
Analysis of 18 deployments shows LangGraph leads production readiness. Learn how planner-worker patterns and session state prevent context rot.
Marcus Chen
16 min read
Standard benchmarks miss critical failures. This framework uses an internal LLM evaluator to audit multiturn conversations against safety policies and accuracy.
Priya Nair
14 min read
Output-only checks miss brittle logic. Use over 50 research-backed metrics to score discrete execution steps and catch planning failures early.
Priya Nair
16 min read
Learn how thousands of agents built across Amazon since 2025 prove static prompts fail. Discover framework-agnostic workflows to measure real task completion.
Diego Alvarez
16 min read
Move beyond static accuracy. Analyze multistep trajectories to catch critical failures where agents stall in continuous reasoning loops.
Marcus Chen
15 min read
Teams burn 80% of cycles on error analysis. Datadog's new tools trace every prompt to turn production data into eval sets without context switching.
Priya Nair
15 min read
crewAI 1.14.6 patches structured output leaks and enforces strict checkpoint restoration for reliable multi-agent orchestration in production systems.
Marcus Chen
14 min read
One misrouted tenant ID broke production. Learn the five-layer model to stop context bleeding across your AI agent workflows today.
Diego Alvarez
15 min read
See how distinct agents for research and SEO eliminate errors in one-pass generation, turning a 30-article backlog into a predictable assembly line.
Diego Alvarez
16 min read