Agentic Al in SW Development: Evolving Patterns & Protocols • Bhuvaneswari Subramani • GOTO 2025

This presentation was recorded at GOTO Serverless 2025. #GOTOcon #GOTOserverless
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Bhuvaneswari Subramani - Chief Cloud Evangelist at Intuitive.Cloud

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ABSTRACT
In my session, I dive into the evolving world of Agentic AI—a subject close to my heart and the focus of my ongoing blog series, "The Agentic Shift". The story of agentic systems is one of layered growth and discovery. From humble beginnings, we now see sophisticated, self-correcting, and collaborative agents shaping the future of software.

Here are the 7 foundational Agentic AI patterns we explored:
• Conversational Clients
• Contextual Conversational Clients
• Retrieval-Augmented Generation (RAG)
• Self-Correcting RAG
• Function Calling Agents
• Agents with Model Context Protocol (MCP)
• Agent-to-Agent Interaction

Each pattern adds a new dimension—intelligence, context, action, and collaboration—enabling AI to evolve from simple helpers to autonomous partners in development. [...]

TIMECODES
00:00 Intro
00:43 Demo
03:27 State of the union of AI in development
05:02 Agentic systems: A simple mental model
06:19 Pattern 1: Conversational clients
07:34 Pattern 2: Contextual conversational clients
08:38 Pattern 3: Retrieval augmented generation (RAG)
10:20 Pattern 4: Self correlating RAG
17:20 Pattern 5: Agent with MCP
21:38 Pattern 6: Agent to agent integration
22:46 Summary
23:25 Outro

Read the full abstract here:
https://conferences.gotopia.tech/goto...

RECOMMENDED BOOKS
Sheen Brisals & Luke Hedger • Serverless Development on AWS • https://amzn.to/3W3Sw2f
Adam Bellemare • Building Event-Driven Microservices • https://amzn.to/3WfNKfM
Peter Sbarski • Serverless Architectures on AWS • https://amzn.to/3hJzEUM
Michael Stack • Event-Driven Architecture in Golang • https://amzn.to/3G5e8ST
Ford, Richards, Sadalage & Dehghani • Software Architecture: The Hard Parts • https://amzn.to/3v4pKQS
James Urquhart • Flow Architectures • https://amzn.to/3Tyz8cY

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