This Masterclass Has Concluded
FinishedThis live session finished on August 10, 2026. The complete session recording, production runbook, and sandbox repository are available below.
Architecting Production LLM Systems & Autonomous Agents
Recorded Masterclass
65 min · 4K HD Recording
Session Deliverables
Runbooks & Sandboxes Included
Session Recording & Deliverables
Download Session Materials & Runbook
About Event
Most prototype LLM agents break down in production due to prompt drift, runaway token costs, unpredictable nondeterminism, and high latency.
A non-deterministic agent loop can drain thousands of dollars in API credits, leak internal context, and cause cascading downtime for end users.
In this recorded masterclass, we break down how to transition LLM agents from flaky prototypes into production-grade systems. We implement multi-tier semantic caching, deterministic graph execution, structured output validation, and continuous evals.
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
Cerebral Hacks brings together engineers, founders, and technical builders exploring how modern systems are designed, built, and operated.
Our technical programs focus on:
We focus on practical systems — beyond demos, tutorials, and generic presentations. Built for people who want to understand how production technology actually works.