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Tagged: autogen
Agent Frameworks Reason, Temporal Survives: Durable Execution for Agents
LangGraph, CrewAI and AutoGen orchestrate LLM calls but not crashes or week-long waits. How Temporal's durable execution fills that gap, and when it's overkill.
11 min readCrewAI, AutoGen, LangGraph, OpenAI Agents SDK and smolagents Compared
An engineer's comparison of five open-source agent frameworks across orchestration, memory, tools, evals and observability, plus recurring failure patterns.
8 min readAutoGen and CrewAI Compared: Building Agent Teams, Counting Their Cost
AutoGen vs CrewAI for building agent teams: proxy loops, critics and group chat against tasks and crews, with AgentOps to see what every run actually costs.
15 min readWhen an AutoGen Agent Team Stalls: Measuring It and Escalating to a Supervisor
An AutoGen experiment with a deterministic shift-schedule referee shows why peer review fails, how to detect a stuck team, and why escalation needs a different model.
9 min readMulti-Agent AI With AutoGen: Agents, Group Chat, Human in the Loop and a Study Path
How Microsoft's AutoGen framework builds multi-agent systems: agents, group chat, human in the loop, tools, a ten-step study path and typical use cases.
8 min read10 AI Agent Frameworks to Know in 2026: LangGraph, CrewAI and More
Ten agent frameworks for 2026, LangGraph, CrewAI and AutoGen among them, grouped by how they coordinate agents, with trade-offs and a guide to choosing one.
11 min readDesigning Our Multi-Agent Online Shopping Platform: Why One
Why one big chatbot failed for online shopping and a multi-agent LLM platform worked: the god-prompt trap, math and logic errors, prompt bloat and latency.
13 min readRefund Agents: LangGraph Survived Where CrewAI and AutoGen Broke
Same refund tools and policy across LangGraph, CrewAI and AutoGen. Only explicit state, idempotency and checkpoints survived when processes were killed.
12 min readSemantic Kernel, LangChain, LangGraph, AutoGen: Pick by Constraint Not Hype
Semantic Kernel, LangChain, LangGraph and AutoGen compared for enterprise use on DX, languages, agents, orchestration, RAG and security, by real constraint.
13 min read
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