#orchestration
4 posts tagged with "orchestration".
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The Cheapest Agent Upgrade Is a Stop Condition
• 5 min readMid-2026 data keeps pointing the same way: bounding an agent's loop beats unleashing it. Turn limits and budgets buy more than a bigger model.
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Ten Agents, Three Merges: June's Tooling Fixed Fan-Out, Not Review
• 5 min readThis month's agent tools made spawning parallel coding agents trivial. The constraint moved to the merge decision—and that doesn't parallelize.
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The Agent Writes the Orchestrator Now: Parallelism's Late-May Turn
• 5 min readLate May 2026 made parallel fan-out the agent's main scaling axis — orchestration moved into code, tests became the gate, and the meter started running.
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CrewAI: Role-Based Multi-Agent Orchestration in Production
• 8 min readCrews, Flows, and the dual-layer architecture that lets CrewAI hold its own against LangGraph in 2026 — when role-based composition is the right abstraction and when it isn't.
