Languages are just a medium to express intent , real leverage lies in understanding the nuances of language & use it to build powerful systems that rewrite and evolve itself over time. (self healing & improvement loops) On light note , go might be a good alternative.

If you're using Claude Code for research: stop making it read directly from PDFs We've introduced a SKILL.md that fetches structured, AI-friendly paper overviews from alphaXiv 👀

A few days back , I was inquiring about an open claw docker setup. I believed that the gemini didn't captures the memory until unless explicitly told to. Today I was proved wrong , when I prompted it to generate this image. Guess it's time to switch to oss models : gemini 😂

Morning, Slack message: "We need to ship updates in 3 days, get this done" Opened GitHub, 300+ issues listed 😵 Me? > Opened Claude Code. > Created a todo.md. > Spun up subagents,assigned each an issue. Evening, raised a PR with 100 commits. Rest tommorow

Top 1% people thriving in the blue region are those doing 10 tasks at once (synthesis). Single ones are left behind / switch to physical jobs. Bottom line: companies now prioritize outcomes over inputs - that's where we are heading! Link to graph sources in comments 👇

You can now run Claude Code for FREE. → Use any LLM via API (Gemini, OpenAI, etc.) → Locally and fully private → Full agent + tool workflows Here's the FULL step-by-step tutorial to get it all set up in less than 10 minutes:

We spent years abstracting math away from developers. Now the only people who can fix broken agents are the ones who never stopped doing maths.

Google AI Studio Mike Taylor-Cai A few of these maybe 🙂

Stuck with neural text degeneration / repetition collapse! This happens when a llm keep predicting the same high probability character (whitespace's or block) as most likely next token. Basically LLM get's stuck due to an endless self-reinforcing pattern.

Most people building ‘AI’ today are just prompt engineers around black boxes ! They’ve never trained a model from scratch, yet they’re the ones who get to decide how intelligence should behave.

Well played Anthropic & Claude , but we ain't april fool victims today 😁

Every day, 1000s of Job Posts are posted on X. Yet you can't find them because X search SUCK! So, I built an app that finds all those leads for you. - Scrapes all job posts - Qualifies with AI - Export in Excel I'll be launching it for FREE on my 22nd bday (9th April) This

Built Contextio - turns every group chat into a multi-tenant memory system that understands your conversations before you even ask. Almost pulled an all-nighter… HydraDB , Harnoor Singh , Nishkarsh demo (2:13) + how it works (0:43) 👇

Most people make static portfolios. I made them editable. You can click on each block and edit inline in editor mode ( left tab ) Part 1 of rewamping kcron.com done. Few fixes and then moving to add a new template. See ya 🙌

After a very tiring day , I learned one thing! In the world of AI , anybody can write code & make an app but not everybody can upscale it. Writing code is the easy part , the real moat is how you engineer features. One wrong approach and you need redo , so use git Night 🙌

Everyday 1000s of job posts are posted on X, Yet you can't find any, cause X search sucks. So, I built an app that finds out all the recent jobs for you. I could easily charge $40/month for this But today I'm giving it away for FREE (cause it's my birthday) How to get it? -

LeetCode is dead. Developers don't write code line-by-line anymore. They orchestrate AI agents working in parallel, review AI-generated code, and make architectural decisions. That's the job now. But most interview processes haven't caught up. They still test algorithm

Automated my financial analysis. Hermes now sends me financial analysis reports based on the market sentiments, fear index and war repercussions every morning & on a mazor movement. Sent one prompt & it got it done Teaching how to build this for yourself in the next blog :)

I met a guy yesterday, and asked what he was doing ? His answer shocked me 🤯 I was getting bored so I am creating an app to put my digital version online using avatar and voice. I asked him what tech stack he is using for the same? - I don't know AI making us dumb 😖