Agentic AI in Practice: Evaluation, Memory, and Scale

​Title: Agentic AI in Practice: Evaluation, Memory, and Scale

​Date: 21st Feb, 2026

​Time: 2:00 PM to 4:30 PM
Venue: Thoughtworks, Bangalore

​About Event

​This event focuses on the real-world engineering behind agentic AI systems. Learn how teams use evaluation-driven optimisation to improve AI agents and how scalable memory systems are built across models and tools. The sessions emphasise practical patterns, production learnings, and what it takes to move agentic AI beyond demos.

​What to expect

• ​Practical insights into building scalable AI memory systems

• ​How memory is stored, retrieved, and decays across models and tools

• ​Networking with industry practitioners and community builders

• ​30 minutes of refreshments and open conversations

​What to Bring

• ​A government-issued photo ID for venue security

• ​Your laptop (optional, if you want to follow demos)

​Agenda (20 mins talk, 10 mins Q&A):

​2:00 PM - 2:30 PM: Build LangChain AI Agents with Eval-Driven Auto-Optimisation by Rishav Hada

2:30 PM - 3:00 PM: Built a Universal Memory Layer for AI: Storage, Retrieval, and Decay at Scale by Shrijayan RA

Break - Refreshments and Networking (30 mins)

3:30 PM - 4:00 PM: Session 3 (TBD)

​4:00 PM - 4:30 PM: Session 4 (TBD)