Aravind Suresh @aravind__suresh
Software Developer at Perfios. Equity Enthusiast. 1% better every day Bengaluru, India Joined March 2016-
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It's not just unit tests - there are so many other top tier software engineering practices that accelerate productivity with coding agents Automated tests, comprehensive documentation, good version control habits, a culture of code review, quick deploy to staging environments...
It's not just unit tests - there are so many other top tier software engineering practices that accelerate productivity with coding agents Automated tests, comprehensive documentation, good version control habits, a culture of code review, quick deploy to staging environments...
I made a Chrome extension that turns localhost into a visual editor for Cursor. Click any element on your dev site → describe what you want changed → it automatically sends the edit request to Cursor in the background with the element context. Here's how it works...
Well, well, well.
We're excited to announce Chrome DevTools MCP is now on the Github MCP registry → goo.gle/4gDuSSQ The community's ideas and contributions are already helping us shape what's next for this project. Keep the feedback coming!
PhonePe's potential 12,000 Cr IPO could value it at 120,000 Cr Flipkart acquired the company for ~120 Cr in April 2016, a 1,000x return on its acquisition Will be one of the best returns on acquisitions in history, alongside Google's 180x on $1B YT and Meta's 150x on $1B Insta
What to learn when the world is changing so fast? Focus on building solid fundamentals in physics, maths, CS & humanities/philosophy. (Ignore what's trendy) These skills are maximally generalizable, and hence are easiest to adapt to whatever the future demands.
a shift is happening. you can tell from the internal vibes when something has been built that once again will be a leap forward in how software is being developed. exciting! you will most likely see this in cursor 2.0
a shift is happening. you can tell from the internal vibes when something has been built that once again will be a leap forward in how software is being developed. exciting! you will most likely see this in cursor 2.0
The older I get, the more I realize: Momentum is everything. One good day creates another. One workout leads to better eating. One hard conversation opens ten easy ones. One small win builds confidence for bigger ones. Get the ball rolling. Physics handles the rest.
CS231n has been revamped. I along with a lot of people I know have started Deep Learning with the CS231n 2016 (the OG Karpathy version) of the course. Looking at the newer playlist make me really happy. Might go through it and share notes here. 🤗
Build an MCP server that extract structured data from complex documents!
Build an MCP server that extract structured data from complex documents! https://t.co/pkLHKeW3RQ
McKinsey literally breaks down how to ship agentic AI that works
Many people think LLMs are non-deterministic. This is often not true! You just need 3 lines of code to make your LLM deterministic LLMs (as any PyTorch model) are non-deterministic only when they include certain operations or when using multiple GPUs Try the code yourself
Many people think LLMs are non-deterministic. This is often not true! You just need 3 lines of code to make your LLM deterministic LLMs (as any PyTorch model) are non-deterministic only when they include certain operations or when using multiple GPUs Try the code yourself https://t.co/eQBbd6uqhL
a skill that i am really proud of is my ability to iterate on experiments fast, and write "good" code. writing code is an important skill to have as a researcher, and in this post i discuss some tips to hopefully help you get better at it!
Google Research introduced Learn Your Way, an AI-powered experiment that reimagines textbooks into personalized, multimodal learning experiences. Built with LearnLM and integrated into Gemini 2.5 Pro, it adapts content to students’ grade level and interests, then generates…
I’ve been sharing @NotebookLM tips here for a while. Just compiled them all into one article so it’s easier to follow. All these ideas come from my personal experiments.
Designing @NotebookLM was one of the most meaningful opportunities of my career. I finally found time to document the process. Here’s a look behind the scenes: 📐 The mental model is anchored in the creation journey: Inputs → Chat → Outputs. This simple yet flexible flow gave…
US Fed will announce rate cut this week The last time Fed cut rates with inflation >2.9% it was 2008 and we were in the midst of the worst recession since Great Depression Unemployment Rate: 4.3% Tariff Impact on Inflation yet to be seen We are entering uncharted territory
Can't imagine how much the Indian Govt. must be bleeding due to SGBs. Gold was just ₹26,840 per 10 grams in November 2015 when SGBs began!! Total of 147 tonnes were issued before they pulled the scheme & about 132 tonnes is still with happy investors who also get 2.5% annual…
Whoever made this: I'm hiring, 2L pm. Freedom to run crazy experiments for team VM w/ all new models + upgraded toolsets.
Whoever made this: I'm hiring, 2L pm. Freedom to run crazy experiments for team VM w/ all new models + upgraded toolsets.
Very interesting conversation between @nikhilkamathcio and @ruchirsharma_1 on all things macro and all. Fascinating points: - china fires 90 million public sector workers in the 90s! Gotta read about this - the PIIGS are back big time as they have reformed And more

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