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Insights on agentic architecture, protocols, and governance. Deep analysis for enterprise architects navigating the post-API era.

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Orchestration

Long-Horizon Agents and Multi-Agent Orchestration: Lessons from Salesforce's Agentforce at Scale

Salesforce shipped 7 named agents, crossed 7 billion Agent Work Units, and made Multi-Agent Orchestration GA in a single week. Here is what long-horizon runtime, durable execution, and dynamic steering mean for enterprise architects building agent systems beyond Salesforce.

Sep 25, 202613 min
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Orchestration

The Orchestration Layer Just Converged: What Claude Managed Agents, AWS MCP Server, and Grok 4.3 Mean for Your Architecture

In a single week, Anthropic shipped managed multi-agent orchestration, AWS made MCP a first-class infrastructure primitive, and xAI undercut everyone on pricing. The orchestration layer is no longer experimental — it's hardening into infrastructure.

May 18, 202611 min
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Orchestration

The Supervisor-Worker Pattern: How Fortune 500s Actually Deploy Multi-Agent Systems

The dominant orchestration pattern in enterprise AI isn't exotic — it's a supervisor decomposing tasks and delegating to specialized workers. Here's how to implement it.

Apr 18, 202610 min
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Orchestration

LangGraph vs CrewAI vs AutoGen: An Architect's Decision Framework for 2026

With three major frameworks competing for enterprise multi-agent workloads, here's a data-driven comparison covering architecture, performance, cost, and when to choose each.

Apr 8, 202613 min
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