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Cerebral Hacks
AI Systems·Live Online Session

Building AI Agents That Actually Work in Production

TBA

Date To Be Announced

Time TBA

Online · Live Interactive Session

Live Browser Access · Joining link sent to registered attendees

Registration

Approval Required

Your registration is subject to host approval.

Reserve your seat for a live technical session on designing AI retrieval systems that can be trusted inside real products and organizations.

Limited capacity · Live Q&A

About Event

AI agents are moving quickly from experimental demos to real production applications. But building an agent that works once is very different from building a system that can reliably operate when users, tools, APIs, memory, latency, and unexpected failures enter the picture.

Unchecked tool loops, unvalidated model outputs, and missing state recovery can drain API budgets, corrupt session states, and cause silent production outages.

In this live online session, we'll break down how modern AI teams design production-ready agentic systems. We'll explore how agents make decisions, call tools, manage state, recover from failures, and remain observable when deployed inside real products. This is not a generic introduction to AI agents. We'll focus on the architecture, engineering decisions, and failure patterns that matter when you move from prototype to production.

What to Expect?

  • Curated networking with DeepTech founders, researchers and systems architects
  • Conversations on frontier AI, cloud infrastructure, robotics and emerging technologies
  • Opportunities to meet collaborators, hiring partners and technical leads
  • Meaningful discussions and live failure triage in an invite-first setting

Who's It For?

  • AI & DeepTech Founders
  • Researchers & Systems Engineers
  • Startup Operators & Cloud Architects
  • Investors & Technical VCs
  • Builders working on frontier AI and scalable infrastructure
Hosted by Cerebral Hacks

Cerebral Hacks brings together engineers, founders, and technical builders exploring how modern systems are designed, built, and operated.

Our technical programs focus on:

• AI Agents• Enterprise AI Systems• RAG & Knowledge Architecture• Cloud Infrastructure• Production Engineering• Developer Tools

We focus on practical systems — beyond demos, tutorials, and generic presentations. Built for people who want to understand how production technology actually works.

Session Breakdown

6:30 PM — 6:40 PMWelcome & Context: Where AI agents are today and the gap between demos and production systems
6:40 PM — 7:00 PMAgent Architecture Deep Dive: Orchestration, reasoning, tools, and application state separation
7:00 PM — 7:25 PMLive Failure Scenarios: Tool call failures, state inconsistency, and execution loop traps
7:25 PM — 7:45 PMArchitecture Patterns & Solutions: Validation, persistent checkpoints, and human intervention
7:45 PM — 8:00 PMLive Interactive Q&A: Discussing specific architecture challenges with Pratyush Jena