The Real Reason AI Agents Are Wasting 10x More Power | Avinash Lakshman, Weilliptic
What if we are looking at the wrong layer?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
-------------
India’s talent has built the world’s tech—now it’s time to lead it.
This mission goes beyond startups. It’s about shifting the center of gravity in global tech to include the brilliance rising from India.
What is Neon Fund?
We invest in seed and early-stage founders from India and the diaspora building world-class Enterprise AI companies. We bring capital, conviction, and a community that’s done it before.
Subscribe for real founder stories, investor perspectives, economist breakdowns, and a behind-the-scenes look at how we’re doing it all at Neon.
-------------
Check us out on:
Website: https://neon.fund/
Instagram: https://www.instagram.com/theneonshoww/
LinkedIn: https://www.linkedin.com/company/beneon/
Twitter: https://x.com/TheNeonShoww
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. Receive SMS online on sms24.me
TubeReader video aggregator is a website that collects and organizes online videos from the YouTube source. Video aggregation is done for different purposes, and TubeReader take different approaches to achieve their purpose.
Our try to collect videos of high quality or interest for visitors to view; the collection may be made by editors or may be based on community votes.
Another method is to base the collection on those videos most viewed, either at the aggregator site or at various popular video hosting sites.
TubeReader site exists to allow users to collect their own sets of videos, for personal use as well as for browsing and viewing by others; TubeReader can develop online communities around video sharing.
Our site allow users to create a personalized video playlist, for personal use as well as for browsing and viewing by others.
@YouTubeReaderBot allows you to subscribe to Youtube channels.
By using @YouTubeReaderBot Bot you agree with YouTube Terms of Service.
Use the @YouTubeReaderBot telegram bot to be the first to be notified when new videos are released on your favorite channels.
Look for new videos or channels and share them with your friends.
You can start using our bot from this video, subscribe now to The Real Reason AI Agents Are Wasting 10x More Power | Avinash Lakshman, Weilliptic
What is YouTube?
YouTube is a free video sharing website that makes it easy to watch online videos. You can even create and upload your own videos to share with others. Originally created in 2005, YouTube is now one of the most popular sites on the Web, with visitors watching around 6 billion hours of video every month.
