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Posts tagged with "architecture"

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12 months of agentic AI chaos - API tools to MCP servers, prompt engineering to context engineering, single agents to multi-agent architectures

12 Months of Agentic Chaos. Zero Rewrites.

From API tools to MCP servers. From solo builders to teams. Our architecture handled it all—without a single rewrite.

Prasad Thammineni·Dec 9, 2025·7 min read

Person interacting with an AI assistant that visually demonstrates memory connections

Reverse Engineering Latest ChatGPT Memory Feature (And Building Your Own)

A deep dive into OpenAI's upgraded memory system with a step-by-step blueprint for building your own memory capabilities, no programming expertise required.

Prasad Thammineni·Apr 22, 2025·10 min read

Tell us what you are trying to automate

We have run agents in production for 24 months. Bring us the workflow that will not behave.

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