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LangGraph

A collection of 4 posts

7 Ways Backend Engineers Are Mistakenly Treating LangGraph's Persistent Checkpointing as a Safe Per-Tenant Agent State Isolation Primitive (And Why It's Silently Leaking Cross-Tenant Workflow State in Multi-Tenant Agentic Pipelines)

7 Ways Backend Engineers Are Mistakenly Treating LangGraph's Persistent Checkpointing as a Safe Per-Tenant Agent State Isolation Primitive (And Why It's Silently Leaking Cross-Tenant Workflow State in Multi-Tenant Agentic Pipelines)

It starts innocuously enough. You're building a multi-tenant SaaS product powered by agentic AI workflows. You've chosen LangGraph as your orchestration backbone, you've wired up a SqliteSaver or a PostgresSaver checkpointer, and you're passing a thread_id derived from your tenant'

Beginner's Guide to AI Agent State Management: What Every Junior Backend Engineer Needs to Know in 2026

Beginner's Guide to AI Agent State Management: What Every Junior Backend Engineer Needs to Know in 2026

Picture this: you've just deployed your first multi-step AI agent pipeline. It fetches data from an external API, runs it through an LLM for analysis, writes the result to a database, and then triggers a downstream notification service. It works perfectly in testing. Then, on day two in

LangGraph vs. CrewAI for Backend Engineers in 2026: Which Agentic Orchestration Framework Actually Holds Up Under Production Pressure?

I have enough expertise to write a thorough, accurate comparison. Here is the complete article: --- By mid-2026, agentic AI has moved well past the prototype phase. Backend engineers are no longer asking "should we use agents?" They are asking "which framework can actually survive a 3

5 Ways the Proliferation of Competing Agentic Frameworks in 2026 Is Forcing Backend Engineers to Rethink Vendor Lock-In Risk

I have enough information to write a comprehensive, expert article. Here it is: If you are a backend engineer right now, you are likely staring at a decision that feels less like a technical choice and more like a geopolitical bet. Do you build your agentic infrastructure on LangGraph? AutoGen?