Writing on TypeScript multi-agent orchestration: goal-driven task DAGs, mixed-model teams, long-term memory, and lessons from the agent-framework ecosystem.https://open-multi-agent.com/https://open-multi-agent.com/blog/goal-to-task-dag-coordinator/https://open-multi-agent.com/blog/goal-to-task-dag-coordinator/In most TypeScript agent frameworks you wire the task graph by hand. open-multi-agent's runTeam() hands a goal to a coordinator that builds the DAG for you — here's the mechanism, step by step.Sun, 21 Jun 2026 00:00:00 GMTtypescriptaiagentsopensourcehttps://open-multi-agent.com/blog/agent-long-term-memory-tencentdb/https://open-multi-agent.com/blog/agent-long-term-memory-tencentdb/Wiring open-multi-agent's MemoryStore to TencentDB-Agent-Memory through its Hermes Gateway: a measured cross-run memory loop, and two upstream gotchas that decide whether anything gets stored.Mon, 15 Jun 2026 00:00:00 GMTtypescriptaillmtutorialhttps://open-multi-agent.com/blog/goal-driven-vs-explicit-graphs/https://open-multi-agent.com/blog/goal-driven-vs-explicit-graphs/Most multi-agent framework reviews compare features. This post compares a different axis: where the framework places the decomposition cost. Goal-first frameworks pay it at runtime in tokens; graph-first frameworks pay it at design time in code.Wed, 03 Jun 2026 00:00:00 GMTtypescriptaihttps://open-multi-agent.com/blog/multi-agent-framework-walls/https://open-multi-agent.com/blog/multi-agent-framework-walls/Mastra spent a year migrating .network() to the Supervisor pattern. 5 engineering walls hit (context, routing, observability, nesting, performance), 18 GitHub issues as receipts. What it means for TypeScript multi-agent framework development.Thu, 21 May 2026 00:00:00 GMTmastratypescriptagentsopensourcehttps://open-multi-agent.com/blog/mixed-model-agent-team/https://open-multi-agent.com/blog/mixed-model-agent-team/A practical walkthrough from a single-model team baseline to a mixed-provider production setup with live cost and latency monitoring, using open-multi-agent, the TypeScript-ecosystem answer to CrewAI.Sat, 16 May 2026 00:00:00 GMTtypescriptagentsaiopensourcehttps://open-multi-agent.com/blog/multi-agent-vercel-ai-sdk/https://open-multi-agent.com/blog/multi-agent-vercel-ai-sdk/Add multi-agent orchestration to an existing Vercel AI SDK app: the AI SDK streams tokens and talks to models while open-multi-agent's runTeam() decomposes the goal and coordinates the agents — sharing a single Next.js API route.Wed, 15 Apr 2026 00:00:00 GMTainextjswebdevtypescript