Ish Rajesh Shelley @ishrajesh28
Context Engineering, Memory | Founder | IIT Ropar Joined January 2023-
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A huge leading indicator of a society becoming wealthy is them valuing their time a lot. You’ll never find a society that’s wealthy but isn’t extremely concious of their time. Wealthy societies treat time as finite resource. Non wealthy think there’s infinite time left.
Here are 3 takeaways from reading the "Automated Design of Agentic Systems" and sketching out a DSPy program that designs DSPy programs: 🤖🏭 === 1. One of the big breakthroughs in DSPy's MIPRO optimizer from @kristahopsalong et al. is how instruction paraphrasing is combined…
Here are 3 takeaways from reading the "Automated Design of Agentic Systems" and sketching out a DSPy program that designs DSPy programs: 🤖🏭 === 1. One of the big breakthroughs in DSPy's MIPRO optimizer from @kristahopsalong et al. is how instruction paraphrasing is combined…
Talent for training and finetuning models is rare. Most of the colleges are taught Full-stack development fundamentals. There is huge opportunity upcoming for training and finetuning models, whereas a decreasing opportunity for coding backend and frontend.
I think you actually have a few months of arbitrage/window to build a lot before everyone else starts reluctantly using the new models.
Right...haven't been able to talk about this, but GPT-5 has been phenomenal. I tried it for everything from one-shotting Twitter-like frontends, making a kanban style CRM, making a 2D spiderman web swinging game, allowing me to add sprites + much more. Thread with gifs below:
Should two microservices share a database? There is no hard rule that says two services cannot share a database. Again, there are risks involved in doing so, but if they are acceptable to you, go ahead and share the database; it's not a problem at all. If you remain adamant…
it's almost time for a Bangalore meetup before we announce stuff. We've been grinding for the last 4-5 months on a bunch of stuff. Excited to host as many people as we can fit :D
Timing Attacks are really interesting, and they can be leveraged to break your password ... just hear me out. Of course, passwords are not stored as plain text, but rather they are hashed and stored. Now, during authentication, the password (provided by the user) is hashed and…
At times, AI existential dread is overwhelming
R.I.P McKinsey. You don’t need a $300k consultant anymore. You can now run full competitive market analysis using Grok 4. Here are the exact 3 mega-prompts I use to replicate McKinsey-style insights for free:
Scaling up RL is all the rage right now, I had a chat with a friend about it yesterday. I'm fairly certain RL will continue to yield more intermediate gains, but I also don't expect it to be the full story. RL is basically "hey this happened to go well (/poorly), let me slightly…
broo my instagram feed is all ai brain rot, its here thanos interviewing monkeys vlogging anchor falling in water chacha on top chota bheem live doggo podcasting captain america halwai
why are LLMs so unnecessarily polite and supportive? it's so irritating.
Met an Indian founder raising ~$5mn for $40mn pre money valuation in SF , USA while he's still figuring out the market and iterating the product He showed me the emails Indian VCs sent him on asking for detailed AOP, 18 months business plan etc That's the difference in…
hey Dane, I would love to meet and host you. please please? bangalore tech folks would love to join as well and learn from you. Tech fam, who wants this meetup with Dane (cloudflare CTO) to happen? make some noise.
hey Dane, I would love to meet and host you. please please? bangalore tech folks would love to join as well and learn from you. Tech fam, who wants this meetup with Dane (cloudflare CTO) to happen? make some noise.
I worry about agentic tool use. If you manage to jailbreak a mainstream model you can already get it to tell you exactly how to break 90% of the world’s websites/online services (esp. govt services) but most people lack the agency and energy to actually do it and debug issues…
Interesting pod with the global Adobe CEO and Chair. Great watch if you’re a creative in India. youtu.be/O_1ljm8YHY8?si…
I changed strategy in my 30s, and everyone should try this once: Just average out sentiment from twitter/reddit on how to do something, and just do the exact opposite. This isn’t because redditors or twitter peeps are stupid, it’s because of saturation. When an idea reaches…
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