From Frameworks to Full Agent Platforms: Who Wins the Agent Platform Market

prasannaalahoti · x · 2026-11-10

Prasannaalahoti's take on how the AI agent platform market evolves: over time expect a shift from frameworks to full agent platforms with orchestration, memory, tool integrations, evals, observability and security. Advantages go to AI infra/model providers (OpenAI, Anthropic, Google, Microsoft, AWS) given reach and distribution, plus potentially Salesforce/ServiceNow via enterprise workflow integration. Model-agnostic orchestration layers like LangGraph retain value for abstraction and flexibility. Key differentiation dimensions: reliability, enterprise integrations, deployment options, and cost per task (not per run).

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