Nirdosh

Curious Engineer

[Nirdosh @nirdoshc]

Ever feel like software engineering is entering a new era where the rules keep changing?
Maybe the safest bet isn't mastering today's stack—it's mastering the entire lifecycle so you can continuously adapt, mend, and evolve with every shift.

[Nirdosh @nirdoshc]

Recently started seeing lot of content pushed matching the idea of LLM with subconscious thinking process,

is it just me or more people started receiving.

Is this natural or forced content with some idea behind

[Nirdosh @nirdoshc]

Is knowledge just storage and retrieval? 😄

If that were true, databases would be intelligent

[Nirdosh @nirdoshc]

The natural joy of doing comes from an innate sense of curiosity. The real gem lies in continuously fueling that curiosity over the long horizon, while building something lasting.

[tk @heettike]

blocktrain: noice, devfolio & base.

[Aniket @AniketRaj314]

The golden trio

@devfolio @noicedotso @base

[Nirdosh @nirdoshc]

The OS ReImagined : https://t.co/BUCZxi0ZL6

[Nirdosh @nirdoshc]

LLM’s are fundamentally probabilistic sequence models, trained to optimize next-token prediction. When the training distribution is dominated by factual truth, probabilistic inference they perform can converge toward responses of consistently high factual fidelity.

[Nirdosh @nirdoshc]

@karpathy 3/3: I’m exploring something along these lines at https://t.co/T7y13ZtuXT. Let’s see where the exploration leads

[Nirdosh @nirdoshc]

@karpathy 1/3:I use Cursor most of the time and feel it has learned a bit of my style — it handles the small things really well. For fresh code, I often switch to GPT-5 Codex.

[Nirdosh @nirdoshc]

@karpathy 2/3: What strikes me is how much workflows could improve with tools that offer precise selection, richer interactions, and explanation layers running in the background. Imagine being able to grab a screen and instantly open a context-aware chat.

[Nirdosh @nirdoshc]

https://t.co/ups8SDUJRi

[Nirdosh @nirdoshc]

🚀 Building https://t.co/WBCNOdlujl — an intent-aware coding agent with a live knowledge graph for real-world software development. #AI @HF0Residency

[Nirdosh @nirdoshc]

Check out my latest article: Why Language Models Fail at Simple Geometry—and What That Teaches Us About the Future of AI https://t.co/qpNIWMMe3p

[Nirdosh @nirdoshc]

Remember when we used to measure data in bytes, MBs, and GBs?
Now it's all about tokens.

2000s:"Bro, my MP3 is 5MB"
2010s: "This app is 1GB!"
2025: "My API call just burned 1.3M tokens 🤯"
coming time might be:
"you're out of context window!"
#AIhumor #LLMLife

[Nirdosh @nirdoshc]

@tnm nice I am building something in this space will share when usable. its still hard though..lets hope we will crack soon...

[Nirdosh @nirdoshc]

hmm this is amazing

[Ben Bleikamp @bleikamp]

Fired our financial advisor

Used Claude Code to build a bunch of financial analysis tools in Python

Using DSPy for "context engineering"

Can run retirement scenarios, ask o3 about how a refinance impacts net worth over N years, model big purchases

Took a few hours

[Ben Bleikamp @bleikamp]

Fired our financial advisor

Used Claude Code to build a bunch of financial analysis tools in Python

Using DSPy for "context engineering"

Can run retirement scenarios, ask o3 about how a refinance impacts net worth over N years, model big purchases

Took a few hours

[Nirdosh @nirdoshc]

@Suhail I too have same question, I use cursor and use sonnet model 😔

[Nirdosh @nirdoshc]

@caleb_friesen Wow that’s amazing, I meet dheemant recently at SPC. Keep up guys