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Agentic AI
3 articles
Agent Accuracy Went Up. Agent Reliability Barely Moved.
Twelve metrics, four dimensions, 14 agentic models. The finding: reliability gains lag well behind capability gains. Why a single success rate hides the flaws that actually break deployments.
Ibrahim Denis Fofanah·Jul 23, 2026·6 min
The Agent Revolution Is Here, and Most Organizations Are Not Ready
Gartner says 40%+ of agentic AI projects will be cancelled by 2027, and only ~130 of thousands of "agentic" vendors are real. Here's what the research actually shows, and what separates the teams shipping from the ones stuck in pilot purgatory.
Ibrahim Denis Fofanah·Feb 28, 2026·7 min
Building Multi-Agent Pipelines with LangGraph: A Practical Guide
LangChain now recommends the tool-based supervisor over create_supervisor. Here's the pattern to build, the three context decisions that decide if it works, and published benchmarks on which architecture actually costs less.
Ibrahim Denis Fofanah·Feb 25, 2026·6 min