Mahesh Moholkar

[Mahesh Moholkar @maheshstwt]

What does your coding agent still remember from six months ago?

I built MindStash to audit Claude Code and Codex. It flags stale memories, duplicate skills, and project notes that load everywhere.

Try it with npx mindstash

https://t.co/eDOD0fDJpQ

[Mahesh Moholkar @maheshstwt]

@huge_icons https://t.co/nkjongDcYl

[Mahesh Moholkar @maheshstwt]

MindStash hit 1,846 weekly downloads on npm!

I built it to see what Claude Code and Codex remember and clean up stale, duplicate, or misplaced memories and skills from the terminal.

Thanks to everyone who’s tried it.
Give it a try: npx mindstash

[Mahesh Moholkar @maheshstwt]

@kaluops Check what it flags section on website.

[Mahesh Moholkar @maheshstwt]

What does your coding agent still remember from six months ago?

I built MindStash to audit Claude Code and Codex. It flags stale memories, duplicate skills, and project notes that load everywhere.

Try it with npx mindstash

https://t.co/eDOD0fDJpQ

[Mahesh Moholkar @maheshstwt]

@khushbooverma_ I'm working on this - https://t.co/sZElhTYc7T

[Mahesh Moholkar @maheshstwt]

Part 4 of From Scratch is out.

Nearly every open LLM made the same four changes to the 2017 transformer: RMSNorm, SwiGLU, RoPE, grouped-query attention.

What each fixes, then a 2.7M-param model with all four trained.

https://t.co/OTt18CvOtq

[Mahesh Moholkar @maheshstwt]

@iuditg 60db

[Mahesh Moholkar @maheshstwt]

@SaiyamPathak https://t.co/sZElhTYc7T

[Mahesh Moholkar @maheshstwt]

Part 3 of From Scratch is out.

Every neuron, every attention score, every backprop step in Parts 1 and 2 was the same thing: matrix multiplication.

This post shows why, then hands it to PyTorch: shapes, autograd, nn.Module, the 5-line training loop.

https://t.co/6PL10MvZtM

[YTU Startup House @ytustartuphouse]

Applications are now open 🚀

Applications for the AI Engineer Bootcamp, organized by YTU Startup House in collaboration with NVIDIA, are now open.

Over three weeks and nine modules, NVIDIA engineers will guide you through the building blocks of a modern AI application: inference, prompting, production RAG, tool calling and MCP, agent loops, evaluation, security, deployment and more. The program closes with Inspiration Day, bringing you together with many professionals from the AI field.

An AI 201 program for young entrepreneurs aged 18 to 35, developers and software engineers who already write code and know the basics of LLMs.

📌Program details:
• Free to join, certificate of participation upon completion
• Program language: English
• Training series: October 2026, three weeks
• Inspiration Day: a one-day event in November 2026, joined by NVIDIA representatives and engineers
• Application deadline: October 5, 2026 Spots are limited.

⏳Spots are limited.

Click the link for details and to apply: https://t.co/ig75pL6olC

#AIEngineerBootcamp #YTUStartupHouse #NVIDIA #AIEngineering #YıldızTeknopark

[Mahesh Moholkar @maheshstwt]

Second post on From Scratch: text to attention. How a sentence becomes numbers, and how a word reads the words around it.

https://t.co/AdlhLhBWW4

[Mahesh Moholkar @maheshstwt]

Started a blog called From Scratch.

First post: neural networks, built up from one worked example. No prior background required.

https://t.co/qqBn2hdiH9

[Mahesh Moholkar @maheshstwt]

Started a blog called From Scratch.

First post: neural networks, built up from one worked example. No prior background required.

https://t.co/qqBn2hdiH9

[Mahesh Moholkar @maheshstwt]

You can use this cmd to find frequently repeated tasks from ai agents logs, shell history, git commit history, you might get some idea for reusable Rote plays -

rote play run https://t.co/Umglo4dyWi

@modiqoai

[Mahesh Moholkar @maheshstwt]

Hey @kunalstwt @WeMakeDevs !
Just published a play for the Modiqo Playoffs: mahesh/tech-debt 🚀
A read-only technical debt auditor.

Run: rote play run mahesh/tech-debt

Play URI: https://t.co/wNKMHWHHPB

[Mahesh Moholkar @maheshstwt]

Hey @kunalstwt @conikeec @WeMakeDevs !
Just published my submission for the
Modiqo Playoffs: mahesh/loc! 🚀

An instant, zero-dependency lines-of-code & language auditor.

Run: rote play run mahesh/loc

📷 Play URI: https://t.co/vARUop8zMb

Excited to hear your thoughts!

[Mahesh Moholkar @maheshstwt]

@Lucknite Working on my saas, Claude sub will help a lot. https://t.co/sZElhTYc7T

[Mahesh Moholkar @maheshstwt]

@12lijonathan @therealquippy @ycombinator [email protected]

[Mahesh Moholkar @maheshstwt]

@Nitaj333 https://t.co/nkjongDcYl

[Mahesh Moholkar @maheshstwt]

It still works, 5 people used it till now, also got $50 credits, most of which got consumed in a single prompt. 😅

[Mahesh Moholkar @maheshstwt]

Free 3x Claude Code 1 week passes !!
https://t.co/UQEOX5vdzR

[Mahesh Moholkar @maheshstwt]

Free 3x Claude Code 1 week passes !!
https://t.co/UQEOX5vdzR