Aaryan Agrawal

helping makers of robots and machines scale field support @far__hand | author & engineer from dartmouth

[Kyle Vedder @KyleVedder]

if a robot deployment co isn’t obsessed with

- mean time to failure
- reducing part count
- design for repairability
- maintenance strategies

it’s over for them

models are the current bottleneck, but they get better at frontier lab speed — hardware + ops don’t

[Aaryan Agrawal @aboutaaryan]

Good models (pi, gen)
Good middleware (ros 2, viam)
Good dev tools (claude code)
Good hardware (unitree, realman)

Who do you compete with?

[Aaryan Agrawal @aboutaaryan]

@dawghater23 Were you doing classical robotic arms?

[Aaryan Agrawal @aboutaaryan]

if youre not using this, youre dusted

[Kiet @FlyaKiet]

Superset 2.0 is in open beta and it's a big rewrite. Why and what's different about this? I walked through a tour of the changes here:

0:00 - Introductions
1:53 - Why we rewrote Superset
4:00 - New file system
5:00 Automations
5:44 CLI
7:48 Thank you to early users!

tldr:
Superset 2.0 is in Open Beta! It's a full rewrite of the Superset app to enable Cloud and remote workspaces to work like realtime. This is the next step on the journey to enable developers to run 100s and even 1000s of coding agents in parallel.

Work on remote workspaces in real-time as if it was on your local machine. Also, new simplified UI, and a a sick CLI to let agents drive your Superset app. Mobile working internally, and more coming soon!

[Kiet @FlyaKiet]

Superset 2.0 is in open beta and it's a big rewrite. Why and what's different about this? I walked through a tour of the changes here:

0:00 - Introductions
1:53 - Why we rewrote Superset
4:00 - New file system
5:00 Automations
5:44 CLI
7:48 Thank you to early users!

tldr:
Superset 2.0 is in Open Beta! It's a full rewrite of the Superset app to enable Cloud and remote workspaces to work like realtime. This is the next step on the journey to enable developers to run 100s and even 1000s of coding agents in parallel.

Work on remote workspaces in real-time as if it was on your local machine. Also, new simplified UI, and a a sick CLI to let agents drive your Superset app. Mobile working internally, and more coming soon!

[Kyle Vedder @KyleVedder]

why are no data factories selling post-training data?

take a base policy, pick a task, dagger it to three 9s reliability, and sell the dagger data as a premium bundle

pretraining data is a commodity slop game, post-training is value add

but no one’s doing it yet 🤡

[Aaryan Agrawal @aboutaaryan]

@Nicolas_Keller @KyleVedder @Nicolas_Keller we are collecting on-site data at industrial sites. UMI and egocentric. Wanna do a small test where we collect data for a task and train to see quality?

[Aaryan Agrawal @aboutaaryan]

@mtamick @snowmaker What's your view on this machine maintenance as a service idea?

[Aaryan Agrawal @aboutaaryan]

@lomcflurry_ You wanna talk on call tmrw/Tues?

[Aaryan Agrawal @aboutaaryan]

@samanfarid @IlirAliu_ how much break/fix maintenance do you need to do?

[Aaryan Agrawal @aboutaaryan]

@zanehengsperger i will come to detroit to meet with you this week if you give me 30 mins

@far__hand

[Aaryan Agrawal @aboutaaryan]

@mtamick @snowmaker about 2000 nationwide

robots, automation systems, and computerized machinery. except for very large/complex ones from each of these

what kind of mfg plant did you manage?

[Aaryan Agrawal @aboutaaryan]

@daniipreneur @ProjectArklight lets talk. i am building an army of ai-enabled service engineers. could synergise

[Aaryan Agrawal @aboutaaryan]

@KevinRBing @zanehengsperger right on!! this is the vision

@far__hand

[Aaryan Agrawal @aboutaaryan]

@BrennanWoodruff building @far__hand

Machine Maintenance as a Service

I was just at mHUB. would love to talk

[Aaryan Agrawal @aboutaaryan]

@m0rcutt we are building point 1. @far__hand

2000 service engineers nationwide + internal AI tools that act as a manager + senior technician

could I ask you a couple questions?

[Aaryan Agrawal @aboutaaryan]

@ayingerbrau88 @zanehengsperger i was a machinist. love that you're building this!

we have install and repair machinery like yours across the US. 2000 service engineers + internal AI tools that help you sell more machines without worrying about field personnel.

lets talk?

[Aaryan Agrawal @aboutaaryan]

@AcoineY we are building what zane described. could i ask you a couple questions abt ur experience at Siemens?

trying to democratize PLC

[Aaryan Agrawal @aboutaaryan]

@dawghater23 we are ex-roboticists working on service for all kinds of robots. chinese, taiwanese and japenese robotic OEMs have shown the most interest in the solution.

are you an integrator deploying new systems?

[Aaryan Agrawal @aboutaaryan]

@pushkar_24 lets talk when you are here. sounds like we might need this