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Madhukar Kumar

@madhukarkumar

Code // Growth 🌐 Two decades of Engineering, PM and Marketing 🎀 Writer, builder, podcaster πŸ’Ύ Love writing and building apps

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08.02.2024
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Latest posts by Madhukar Kumar @madhukarkumar

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Conductor.build is legit. Part of my new workflow - multiple claude agent in parallel worktrees

25.07.2025 14:54 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Yesterday marked my last day at Sourcegraph / Amp.

Something new is brewingβ€”let’s just say it involves Agents, and I can’t wait to share more soon.

For now, it’s back to code.

24.07.2025 15:22 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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A Comprehensive Guide to Vibe Coding Tools If you have been hanging around developers watering holes (X and YouTube), chances are you have come across a new emerging lexicon with…

Just dropped. A comprehensive guide to vibe coding tools - madhukarkumar.medium.com/a-comprehens...

30.03.2025 14:13 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Chapter 2β€Šβ€”β€ŠExtraction Strategy for Accurate RAG over Structured Databases Link to Chapter 1

Results from a two week of fascinating exploration of how to do RAG over structured and semi-structured data (SQL/JSON)
medium.com/madhukarkuma...

01.03.2025 18:02 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Whoa !

17.02.2025 01:28 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Am I the only one who doesn't seem to have @figma.com AI features rolled out to?

16.02.2025 21:21 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Tried semantic chunking with Gemini Flash 2.0 and building entities and relationship with 03-mini for more accurate RAG and the results were just amazing. Short video of my experimentπŸ‘‡https://youtu.be/qjlNFHMmcMA?si=ZPnObcESQWICQRcZ

14.02.2025 13:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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How to Increase the Accuracy of Enterprise RAG Using Gemini Flash 2.0 The typical approach to RAG (Retrieval-Augmented Generation) is pretty bluntβ€Šβ€”β€Šchop up massive unstructured documents into 1000-token…

I used Gemini Flash 2.0 to try and improve the RAG accuracy. Results were fascinating. Here are the steps
madhukarkumar.medium.com/how-to-incre...

10.02.2025 17:56 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Building Enterprise AI Applications with Single-shot Data Retrieval A little over two years ago, ChatGPT crashed into the tech world like a rogue wave hitting a tranquil beachβ€Šβ€”β€Šunexpected, a little…

Common enterprise AI use cases and how to do single-shot retrieval - medium.com/madhukarkuma...

07.02.2025 14:53 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
My Biggest Tutorial Ever (Build A FULL Google Drive Clone with React, Next, TypeScript and more)
My Biggest Tutorial Ever (Build A FULL Google Drive Clone with React, Next, TypeScript and more) YouTube video by Theo - t3β€€gg

Dang ! Now this is going to kill my weekend.
New video drop from @theo
youtu.be/c-hKSbzooAg?...

31.01.2025 14:34 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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The same will be true for coders.

15.01.2025 15:48 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

If you're thinking without writing, you only think you're thinking -Leslie Lamport

14.01.2025 09:16 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Starting the year with travel…

08.01.2025 14:08 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
No code synthetic data generator
No code synthetic data generator YouTube video by Madhukar Kumar

When bootstrapping applications I often find myself creating simple tables and generating dummy/synthetic data. I like to do it visually without SQL so wrote a simple no-code application over the weekend.
youtu.be/PLJhS6Eqvhg
Check out the tool here πŸ‘‰https://youtu.be/PLJhS6Eqvhg

06.01.2025 15:56 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

True. In the end if your intended audience is finding the video then all good 😊. Quantity of views is more of a noise than signal. I can guarantee I will always watch all of your videos in full πŸ™Œ

04.01.2025 15:30 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

I guess because most content is not that engaging. Sometimes when the content is good I end up watching some parts twice

04.01.2025 14:03 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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If I were to start all over on how to become an AI-first developer, this is where I would start ->https://madhukarkumar.substack.com/p/a-developers-roadmap-to-getting-started

02.01.2025 15:31 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Happy New Year to one and all!! Here's to hoping everyone has an amazing 2025.

02.01.2025 00:02 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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A Beginner’s Roadmap to Learning AI in 2025 Where and and how to get started with AI if you are starting fresh

A Beginner’s Roadmap to Learning AI in 2025
open.substack.com/pub/madhukar...

31.12.2024 15:41 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Not that anyone asked πŸ˜‰ but yes, AI did help me 3X my productivity if code checkin was the only measure

30.12.2024 21:25 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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There is no try...

24.12.2024 23:50 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Is it cool to wear socks and sandals in the gym? I see it quite often these days.

23.12.2024 16:51 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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How much would the #AGI o3 model cost?

22.12.2024 15:37 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Why Text-to-SQL is Failing for Agents and How to Fix It? A proposed solution for a zero inaccuracy data retrieval for Agents

Very soon agents querying databases would far outpace any retrieval traffic from apps and humans.
I think there is a way to make databases more efficient for Agents to retrieve data with a zero tolerance for inaccuracies. Call it #ZeroQL..
madhukarkumar.substack.com/p/why-text-t...

20.12.2024 13:52 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Features - Swarm Agent to talk to DB. Nemo Guardrails as router and Input validation. #RAG #enterpriseAI

18.12.2024 18:44 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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GitHub - madhukarkumar/agentic-rag: An Agentic RAG starter that use Swarm, Nemo Guardrails and SingleStore as a database An Agentic RAG starter that use Swarm, Nemo Guardrails and SingleStore as a database - madhukarkumar/agentic-rag

This morning I upgraded the Multi-Agent RAG starter with #Nemoguardrails, OpenAI #swarm and @SinglestoreDB with a simple UI and some performance improvements
Fork, clone add features that you may think be useful since this is #opensource
github.com/madhukarkuma...

18.12.2024 18:43 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Any recommendations for a Database client VS code extension? I am looking for something that works well with #cursor or #windsurf to write basic SQL

16.12.2024 21:29 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Who else has been looking around for a headset that has a physical mute button so that you can walk away from the computer and yet control when you speak? Works for zoom and google meet...
I think I finally found one with Jabra Evolve2 though a bit pricey

13.12.2024 18:11 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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They released this the same day they released the $200 per month model....

12.12.2024 14:16 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Same. I use gitkraken to restore which is the lazier version of typing git commands :)

12.12.2024 14:14 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0