We built OpenClaw Ultron to replace 20 people at our company | E2246
February 6, 2026
AI Summary
5 min read🎙️ The Speakers & Context
- The Format: Host-led demo and discussion with internal team and guest expert.
- The Key Players:
- Jason Calacanis: VC investor, podcaster at This Week in Startups; credible for hands-on AI deployment in VC/production ops.
- Lon Harris: Co-host; adds reflective finance/tech angle.
- Oliver Corzan: Internal producer; built OpenClaw "Ultron" instance, demos production automation.
- Alex Chima: CEO, Exo Labs; expert in local AI inference on consumer hardware like Mac Studios, ahead of OpenClaw trend.
- The Vibe: Technical, optimistic, hands-on—demo-driven with rapid prototyping energy.
🎣 The Executive Hook
- The "One Big Idea": Deploy OpenClaw agents on local hardware clusters to automate 60% of operational chores (e.g., guest booking, sponsor scouting), creating 10x leverage for knowledge workers and enabling focus on high-value tasks like founder meetings. This shifts firms from chore-bound to strategy-led.
- Why It Matters: In an AI arms race, cloud lock-in risks data sovereignty and model whims (e.g., GPT-4 to 5 shifts); local setups ensure control amid commoditizing APIs, aligning with Fed-fueled capex boom in efficient inference hardware.
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What you'll learn
- 1 (00:00) **🎙️ Introduction: Alex Chima**
- 2 (02:01) **OpenClaw Ultron Project Overview**
- 3 (03:59) **Exo Labs and Local AI Benefits**
- 4 (08:42) **Oliver's OpenClaw Dashboard Demo**
- 5 (12:09) **Cron Jobs for Automation**
- 6 (16:14) **Hardware and Memory Scaling**
- 7 (29:34) **Skills as Custom Apps**
+ Full timestamped outline available in the app
Show Notes
This Week In Startups is made possible by:
Crusoe Cloud - https://crusoe.ai/savings
Lemon IO - https://Lemon.io/twist
Northwest Registered Agent - https://www.northwestregisteredagent.com/twist
Thanks to our guests:
Alex Cheema of ExoLabs http://exolabs.net
Ryan Yanneli of NextVisit https://nextvisit.ai/
Today’s show:
It’s the Age of Ultron at TWiST and LAUNCH. We’ve given our OpenClaw digital Replicants the keys to all of our systems and we’re seeing how much of our jobs they can really do when left to their own devices.
Producer Oliver stops by the show to give us a peek behind the curtain, at the new control panel and dashboard OpenClaw built FOR ITSELF (with a bit of human assistance).
PLUS we’re joined by Alex Cheema of ExoLabs. His company helps everyday consumers run powerful frontier LLMs on their own devices, essential to protect your data and personalize your AI experience.
ALSO congratulations to Ryan Yanneli from NextVisit on winning our Gamma Pitch Deck Competition! He walks away with $25K from LAUNCH and our friends at Gamma.
Timestamps:
(00:00) Introducing Alex Cheema to the show
(3:17) Why it is so important to run AI on local hardware
(6:58) Using OpenClaw Producer to automate TWiST
(8:59) How to Train your AI
(11:58) What is a Chron Job? (Hint: chron means chronological)
(13:24) Crusoe Cloud: Crusoe is the AI factory company. Reliable infrastructure and expert support. Visit https://crusoe.ai/savings to reserve your capacity for the latest GPUs today.
(17:53) OpenClaw managing the LAUNCH/TWiST team
(19:54) Lemon.io - Get 15% off your first 4 weeks of developer time at https://Lemon.io/twist
(20:58) Turning AI into Ultron, self optimization
(27:21) The Future: frontier models: running on your Iphone!
(28:37) Prompt injections: how people can hack your OpenClaw
(30:25) Northwest Registered Agent - Get more when you start your business with Northwest. In 10 clicks and 10 minutes, you can form your company and walk away with a real business identity — Learn more at https://www.northwestregisteredagent.com/twist
(31:31) OpenClaw invites guests that join the show
(40:29) Oliver shows off OpenClaw mission control dashboard
(46:30) Stacking Apple Silicon vs. Running Kimi-K
(50:18) How Exo Labs works — string
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