@ApacheIggy Core Team | Low latency message streaming @laserdata | OSS | 🎓 @iitmadras '17

Bengaluru
Joined November 2014
That's me. From being an ML Engineer to contributing to a DB project. Never imagined this timeline but here we go.
99 contributors to Limbo! 🤩
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I built the deterministic simulation testing suite for @ApacheIggy . This post explains how it works. The whole cluster runs on one thread, driven by one seed. We inject crashes, network partitions and torn writes, and when a run fails we replay the exact same execution to find out why. Reproducibility is the part I value most. A failure that only happens under one particular sequence of events becomes something we can step through, understand and test a fix against. If you test distributed systems or follow Iggy’s clustering work, give it a read.
New on the blog: part 3 of 3 on Apache Iggy clustering. A deterministic simulator runs the whole cluster on one thread from a single seed, injects crashes, partitions and torn writes, and replays every bug. iggy.apache.org/blogs/2026/1… #iggy #asf #vsr #cluster #dst #rust #streaming
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Krishna Vishal retweeted
The art of personal growth: become your own scientist.
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i regret to inform you that personal growth rarely comes from acquiring new knowledge and almost always from: -getting humiliated -showing up terrified and doing it anyway -admitting you might be the problem
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Krishna Vishal retweeted
I found a way to speed up Rust builds by 10x... the project isn't ready just yet but I have some early numbers to share some details: - dissolve crates as the compile unit (@charliermarsh) - aggressively cache codegen on a per function basis - fine-grained span invalidation
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Krishna Vishal retweeted
Jordan Epstein: Ouch, you didn’t like my name? 🥲 I thought I had a pretty cool one! Iggy = Italian Greyhound. One of the fastest dogs in the world. 🐕⚡ Fast dog. Fast streaming engine. Now does the name make a little more sense? 😄 lnkd.in/p/gWw8x8Rc
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Krishna Vishal retweeted
Look at him, thats my Qual. Your what? My Qualitative! My vibe specialist. Look at him, you notice anything different about him? Look at his face. I'll give you a hint, his name is Jayden. He won a local poetry competition in bushwick! Yeah I'm sure of the vibe.
Quant firms are hiring idea guys, not quants I've been skeptical about the whole - software is commoditized, ideas are the moat argument But I've seen first hand the best quant and technical firms in the world hire thinkers, liberal arts grads, and generalists I predict the trend accelerates Letter from @AQRCapital below
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Krishna Vishal retweeted
"What could possibly go wrong?" Exploring the ruliology of the unexpected ... to develop a theory of bugs ... writings.stephenwolfram.com/…
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it's crazy that Goethe was dropping these bangers in his private journals 200 years before the internet
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NNT was one of the first people to publicly callout sociologists AFAIK.
Throwback to NNT chacha banger on social science
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Those were the days where I would spend so many hours to get the plots just right, browse through docs, stackoverflow and also ask questions on SO just about matplotlib.
there was a time when you made your last matplotlib figure and you didn't know it was the last one
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Krishna Vishal retweeted
One more stream is here. 💚 Today marks the beginning of a new chapter for @laserdatainc We’re bringing together three worlds that have largely evolved independently: 1. Real-time message streaming. 2. Agent Data Fabric. 3. Real-time applications. One infrastructure. One durable foundation. Today we’re announcing major new capabilities across the stack, from VSR-based clustering in @ApacheIggy and Agent Data Exchange (AGDX) Protocol for agent-agent-system data exchange, to new LaserData Cloud plans (launch, scale, performance, and enterprise) and deployment options across AWS and GCP. All these capabilities are in PRIVATE BETA, will be GA on September 18, 2026. And we’re just getting started. We’ll continue shipping throughout the year. But once in a while, we’ll take a moment to bring together the biggest ideas we’ve been working on and share where we’re taking real-time and agent data infrastructure next. Welcome to the next chapter of LaserData. 🚀
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Krishna Vishal retweeted
Something new is streaming. September 9. 💚
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I've been building deterministic simulation testing suite for Apache Iggy and its starting to pay dividends now. I also have plans to add PBT, fuzzing, mutation based testing for Iggy. We will get there. Our current focus is to deliver v1 of clustering with DST backing its functionality.
Software engineers: build a principled understanding of verification and testing. Fuzzing, property-based testing, deterministic simulation testing, formal verification. The generation half is done. The other half is yours.
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The Man in the arena is always better than the men in the gallery telling him how they could have done better.
A retard in motion is always better than a genius at rest
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That escalated quickly.
You don't actually want job. Nobody dreams of labor. What you want is money. And even money is not what you want. You want the things you can buy with money. But what if you could get the things you want without any money? Anyways, have you heard about robbery?
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Krishna Vishal retweeted
There's no reason for software to be slow anymore: danluu.com/perf-opt/
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This made my morning.
Me explaining AI to friends
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