Avinash helped build Dynamo at Amazon, created Cassandra at Facebook, two of the most widely used distributed systems in the industry. Later he founded Hedvig, which was acquired for $225M with a team of under 15 engineers. Now with Weilliptic he is building the infrastructure layer for a world run by autonomous AI agents.
In this episode Avinash explains why he believes open-weight models will win, why LLMs will become commodities, why Python will become a serious problem for data-centers as millions of agents come online, why enterprises will need an immutable audit trail for agents, and what happens when a 10-person company starts running 1,000 autonomous agents.
Watch this episode to to understand the business and tech of AI infrastructure.
00:00 Is AI Infra in a Bubble? 03:08 The Missing Path to Profits 06:06 What Actually is AI Infrastructure? 08:41 Why Cloud Never Got Cheaper 11:42 The Cloud Lock-In Trap 15:21 Inference Providers Will Consolidate 19:58 AI Has a Python Problem 25:50 Rust + WASM is the Future of AI Security 27:08 From Dynamo to Cassandra to Hedvig 29:27 Why Avinash Started Welleptic 32:43 Solving Data and Compute Sovereignty 36:53 AI Needs an Audit Ledger 39:17 Why Avinash Started Hedvig 40:15 Building for the Multi-Cloud World 41:50 $52M Raised, Only 15 Engineers 43:01 Why Infrastructure Takes Time to Sell 44:52 The $225M Acquisition 46:00 What Makes a Good Deal? 50:07 How Hedvig Grew to $15M+ ARR 57:44 How Welleptic Makes Money 01:00:43 When 10 Employees Run 1,000 Agents
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Connect with Siddhartha on: LinkedIn: https://www.linkedin.com/in/siddharthaahluwalia/ Twitter: https://x.com/siddharthaa7 ------------- This video is for informational purposes only. The views expressed are those of the individuals quoted and do not constitute professional advice.
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