Talk: The Optimization Layer for Agentic AI : Beyond Context Engineering
Most of today’s agentic systems look impressive in demos yet struggle with reliability, consistency, and scale. In my session at ODSC AI Expo, I’ll show what’s missing between great prototypes and production-grade AI agents: the Optimization Layer.
This talk will explore how we can move beyond context engineering and toward true agent optimization, using the principles that drive our framework, SuperOptiX.
What to expect
- Why agents fail silently: and how optimization-first design catches it
- How DSPy, CrewAI, Deepsagents. OpenAI Agent SDK, Google ADK and Microsoft Agent Framework can be used for context engineering and declarative optimization and optimised with GEPA
- How advanced optimizers like GEPA can tune prompts, RAG pipelines, and MCP tool usage
- What an end-to-end optimization loop for agentic pipelines looks like in practice with demo example
- Why optimization should be treated as the core layer of the Agentic AI stack
For any Agentic AI developer, this talk will help you understand how optimization transforms fragile prototypes into scalable, reliable systems.
Catch my session:
AI EXPO: The Optimization Layer for Agentic AI: Beyond Context Engineering
Date: October 30th, 10 AM : ODSC AI West, Hyatt Regency Burlingame (San Francisco) AI Expo and Startup Showcase
Visit Our Booth #18: “The Home of Agentic AI”
If you’re attending ODSC, come by the Superagentic AI booth #18 on 28 and 29th in the AI Expo main area on 30th. We’ve designed it as a space for learning, not giveaways.
Our goal is simple: to help you understand what it really takes to build and optimize Agentic AI systems at scale. We’ll walk through SuperOptiX, our full-stack framework for evaluation, optimization, and orchestration, and SuperRadar, our Global Agentic AI ecosystem that will show you tools that never heard of and interactive quiz that you can take for fun!
What to expect at the booth: Full of Knowledge, not gifts
- Hands-on walkthrough of SuperOptiX: End to End, Full Stack Agent Optimization
See how evaluation, optimization, and orchestration are composed into a single, repeatable flow. We’ll demonstrate how major agent framework (DSPy, Deepagents, CrewAI, OpenAI SDK,, Microsoft Agent Framework, Google ADK) and GEPA, and our SuperSpec DSL work together to create measurable, tunable agent pipelines. - Preview of SuperRadar
SuperRadar is global intelligence Radar of Agentic AI, you will amazed with how many tools are there in the market that not not talked in Silicon Vally. You will take a SuperRadar quiz to build your own Agentic AI stack - Technical conversations
We’re here to discuss real engineering problems: Agent Optimization, Agentic DevOps, evaluation frameworks, and pragmatic approaches to making agents production-ready, AI agents. - Our new business model : We’re here to show you our new business model for the Agentic AI era that we tested and gather your feedback
We’ve travelled from London to meet the ODSC community so while we may not have a bag full of tchotchkes, we will share what matters most: technical insight and practical knowledge you can apply the moment you return to your desk.
You can buy gifts. You can’t buy the kind of knowledge we’re sharing at our booth.
Our Goal
Nobody can deny that Silicon Vally is the centre of innovation of AI and we truly respect the energy and skill in the area. Our goal is to share knowledge and learn from all of you amazing people there. We are not trying sell you all things in the unpredicted, unpresedented time of AI where all business models are shaking. We need to learn, get feedback and improve along with you. We love to catch up with industry expert from Agent builders like LangChain, CrewAI, Meta,, OpenAI, xAI and many more.
In the world of Agentic AI, everyone is exploring, learning and innovating and we want to be part of that journey. Agentic systems are moving fast and many teams are discovering the same hard truth: building agents is the easy part, shipping them to production and keeping them reliable is the hard part. We built Superagentic AI on one belief: Agentic AI deserves the same engineering rigor as software. That means evaluation, optimization, versioning, and orchestration over static prompt/context engineering.
If you want a pragmatic, engineering-first view of agentic systems and a path to making them dependable come talk to us at ODSC. Feel free to come to our booth anytime to talk everything about Agentic AI
Who we are excited to meet
ODSC AI is full of awesome speaker from many companies and some amazing sponsors. We love to catch top with all of them but here is our Wishlist
- Harrison Chase: I met Harrison in one of the Langchain event in London, such great, humble and knowledgeable person. I want to catchup with him again and talk more about Deepagents Optimization with GEPA and other
- João Moura – Loved the simplicity of the CrewAI wanted to chat more of integration of optimization with CrewAI
- Soheil Koushan : Love to know more about Anthropic research and what they are doing in the space of prompt and agent optimization
- Shikhar Kwatra : OpenAI is rocking at everything right now so excited to chat about optimisation strategy
- Manasi Joshi: Probably tap into Apple connection
- David Loker : Heard him on podcast and love to know more about CodeRabbit
- Ali Arsanjani Heard him many virtual conference and love to connect in person
There are many more keynote speakers that I never encountered online but love to connect.
Event Details & Location
ODSC West 2025
Dates: October 28–30, 2025
Venue: Hyatt Regency, Burlingame (San Francisco)
Talk: The Optimization Layer for Agentic AI : Beyond Context Engineering (October 30th) AI Expo
Booth #18: Superagentic AI : Full Stack Agentic AI company “The Home of Agentic AI”
About Superagentic AI
Superagentic AI is a full-stack Agentic AI company based in London, UK. We build infrastructure and tooling including SuperOptiX and SuperRadar to help teams evaluate, optimize, and operate intelligent agents in production.
Learn more: super-agentic.ai
Contact: contact@super-agentic.ai
LinkedIn: shahikantjagtap
X: Shashkant86
