Thought leadership on AI orchestration and enterprise multi-agent systems
The industry is focused on the wrong battle. While developers debate AutoGen vs LangGraph vs CrewAI, they're missing the fundamental challenge: individual AI tools are becoming commodities, but orchestration remains the hard problem.
Read more →Your teams are using AutoGen for customer service, LangGraph for data analysis, and CrewAI for content creation. Each framework delivers impressive results individually. But nobody's tracking the hidden costs of managing this fragmentation.
Read more →As enterprises move from AI experimentation to production deployment, coordination complexity becomes the primary bottleneck. This brief outlines proven patterns for scaling multi-agent systems reliably.
Read more →Open source models are catching up to proprietary ones at lightning speed. API costs are plummeting. The differentiation that mattered in 2024 won't matter in 2026. Here's what's driving this change.
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