Orchestration & Architecture
LangGraph, CrewAI, AutoGen, OpenAI Agents SDK and Google ADK compared — plus the design patterns behind production multi-agent systems.
Agentic engineering: the discipline that takes an agent from prototype to production
What agentic engineering is, how it differs from prompt engineering and orchestration, and how opsagent's seven pillars fit together as one engineering process for building agents you can trust in production.
Read →Articles
Agent memory architecture: short-term, long-term, episodic
How autonomous agents remember — the three kinds of memory, when to use each, and why governing the memory layer is both a capability and a security decision.
Read →Agent orchestration: LangGraph vs CrewAI vs AutoGen and beyond
A vendor-neutral comparison of the main agent frameworks — LangGraph, CrewAI, AutoGen, OpenAI Agents SDK and Google ADK — and how to choose between single-agent and multi-agent designs.
Read →Context engineering: giving an agent what it needs, not everything
Why what you put in the context window decides an agent's quality, cost and safety — and the discipline of assembling the right context at each step.
Read →Single-agent or multi-agent? A decision guide
When to split a task across multiple AI agents and when one is enough — the real costs of multi-agent systems and a simple test for whether you actually need one.
Read →Ship agents you can trust
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