Pracheer Gupta

We just shipped open-source architecture pages. Pick any of these repos and explore the full architecture - no login, no setup. More coming every week.

Our advisor Doug Levin nails the problem we built JigsawML to solve. AI tools are writing code faster than teams can understand it. Architecture docs go stale the moment they're written. The gap between what's built and what's understood keeps widening. He calls it the visibility crisis. We call it the reason JigsawML exists. We launched this week. Read Doug's full take below.

While AI builds, humans should stay in control. Today, we're announcing the general availability of JigsawML - the control plane for AI-generated code. In the news: prnewswire.com/news-releases/… Launch post: blog.jigsawml.com/2026/03/17/ann… Start free: jigsawml.com #JigsawML #AI #SoftwareArchitecture #DevOps #PlatformEngineering #EngineeringLeadership

Well well well..

AI doesn't reduce your mental overhead. It's like going from chess to 3D chess. Same cognitive load - but you're playing across more dimensions. This is basically how Jevons Paradox gets translated to cognition.

A perspective on where Observability needs to evolve next. As distributed architectures, #microservices, and #multicloud environments grow in complexity, teams rely on specialized dashboards and observability tools. Each provides precise insight into one dimension such as performance, cost, reliability, or security, but rarely connects the full picture. This creates what JigsawML calls the “paradox of modern visibility”: an abundance of telemetry without a shared mental model to interpret it. We make a case that architecture must become the connective tissue and it is the layer that ties #observability, #FinOps, #security, and #engineering insights into a unified system understanding. blog.jigsawml.com/2026/01/12/the…

Remember when the internet was scared of bots pretending to be human? Plot twist: Looking at “Moltbook,” we should start worrying about humans acting like bots.

Architectural Intelligence is starting to show up in real industry conversations. In this interview, @AppInt4All discusses why understanding how systems are structured - across code, cloud, and data - matters as much as observing runtime behavior. As AI writes more of the software, a living architectural context becomes essential. Thanks, @TonyBaer, for advancing the conversation. youtube.com/watch?v=mZ-8NQ…

@pigol1 @hima_lakkaraju It was great catching up with you and meeting Shruti as well!

Had a pleasant evening catching up with @pracheer and @hima_lakkaraju. Both of them are super accomplished and yet grounded and humble.

@hima_lakkaraju Woohooo!

Extremely humbled and grateful for this honor. Indian Institute of Science (IISc) holds a very special place in my heart -- it has given me so much: inspiring peers and mentors, a peaceful learning environment, and the foundation of my research career. Thank you so much for everything, IISc. And a huge thank you to my professors and friends for all the support and encouragement! :)

@hima_lakkaraju @WiMLworkshop This one was a terrific panel

Thanks a lot @WiMLworkshop for hosting this amazing panel. Special thanks to all the panelists @WiMLworkshop for being such wonderful colleagues, researchers, and humans! :)

a surprising percentage of people get off thinking about calamity happening i regret to inform you this site is very unlikely to be going anywhere

If I were a coder in my 20s again, I know exactly where I would go work right now. What an incredible moment.

A great article by Dr. Arogyaswami Paulraj and Dr. Anil Kakodkar on what India needs in the next decade. #IndianHelix Dr. Paulraj - Padma Bhushan, Professor-Emeritus, Stanford University Dr. Kakodkar - Padma Vibhushan, Former Chairman, Atomic Energy Commission

I am excited to announce that I will be starting as an Assistant Professor at Harvard University late fall this year. Looking forward to doing more exciting work on Human Centric AI with amazing colleagues at @HarvardHBS @hseas @harvard_data and @BKCHarvard

@hacku @reply 6

T63 -"So where's the Cannes Film Festival being held this year ..?" - Christina Aguilera .. ha ha , too funny

go germany go!!

@AnuragGoyal even i want to buy one. let me know if u find anything.

Hahahaha! NiceRT @JeeEssKay: ‎​"The reason women don't play football is because eleven of them would never wear the same outfit in public."