#Orchestration

Orchestration coordinates the execution order and data flow between agents, services, or workflow steps. Posts cover Microsoft Agent Framework workflow orchestration, ADK-to-Microsoft Agent Framework migration patterns, Magentic-One orchestration, and the design patterns that keep complex multi-step workflows reliable and observable.

10 posts tagged with orchestration. ← All posts

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Pratik Dhanave · ·7 min read

Orchestration and Handoff: Routing Intent to a Specialist

Lesson 5 of Harness Engineering in Go — a triage step that first-matches a keyword and hands the request to a specialist, and the exact place a substring table stops being able to think.

Lesson 5: a triage router first-matches a keyword to hand intent to a specialist, and the exact point a substring table stops being able to think.

#Harness Engineering#Go#AI Agents#Orchestration#Azure#Engineering Practices#Backend Engineering#Multi-Agent Systems
Pratik Dhanave · ·3 min read

Orchestration Patterns — Microsoft Agent Framework in Go

The prebuilt orchestration builders in agent-framework-go — Sequential, Concurrent, Group Chat — plus wrapping a whole workflow as one agent.

The Sequential, Concurrent, and Group Chat orchestration builders in agent-framework-go, plus wrapping a whole workflow as one nestable agent.

#Microsoft Agent Framework#Go#AI Agents#Orchestration#Multi-Agent#Backend Engineering#Multi-Agent Systems#Concurrency
Pratik Dhanave · ·3 min read

Workflow Mechanics — Microsoft Agent Framework in Go

The graph model underneath every multi-agent app: executors as nodes, edges as data flow, and typed events streaming out of `WatchStream` as it runs.

The Microsoft Agent Framework workflow model in Go: executors bound to IDs, AddEdge wiring, WithOutputFrom, and typed WatchStream events - plus an upstream route-builder fix.

#Microsoft Agent Framework#Go#AI Agents#Workflows#Orchestration#Backend Engineering#Multi-Agent Systems
Pratik Dhanave · ·3 min read

Orchestration Patterns — Microsoft Agent Framework in Python

Five prebuilt multi-agent shapes — Sequential, Concurrent, Group Chat, Handoff, Magentic — and when each beats hand-wiring a graph.

Sequential, Concurrent, Group Chat, Handoff, Magentic — the five prebuilt Microsoft Agent Framework orchestrations in Python and when each beats hand-wiring a graph.

#Microsoft Agent Framework#Python#AI Agents#Orchestration#Multi-Agent#Software Engineering#Multi-Agent Systems#Concurrency
Pratik Dhanave · ·3 min read

Workflow Mechanics — Microsoft Agent Framework in Python

The graph model underneath every multi-agent app: executors as nodes, edges as data flow, and typed events streaming out as it runs.

The Microsoft Agent Framework workflow model in Python: executors as nodes, edges as data flow, switch-case routing, and typed streaming events - learned model-free.

#Microsoft Agent Framework#Python#AI Agents#Workflows#Orchestration#Software Engineering#Multi-Agent Systems#Streaming

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.