Sumith Bangarwa

#predectiveanalytics mindset | A Man of Value

[Sumith Bangarwa @SumithBangarwa]

Selling perfection has become big industry on it own. Disorder gives a birth to Authority. Hence people who drive's more sales are the ones who sells disorder to order.

[Corey Ganim @coreyganim]

This is how I onboard a new AI employee (using @openclaw)

Every new hire starts with these files:

IDENTITY. md = who they are
USER. md = who I am and my preferences
SOUL. md = their tone and boundaries
AGENTS. md = their operating rules

Just like a real employee, they need context about themselves AND about you.

The clearer you define this up front, the less you micromanage later.

[VraserX e/acc @VraserX]

Sam Altman says soon everyone will be a software engineer and he might be right

Sam Altman just casually dropped one of the biggest takes about the future of work and software and people are still sleeping on it.

Here’s the core idea, and it’s honestly wild:

Natural language is the new syntax

You won’t write code. You’ll describe what you want in plain English. Talking to computers becomes the default programming interface.

The end of the “army of developers”

No product managers writing specs. No giant dev teams for v1. You describe the app and the AI builds it.

The overnight app

You explain your idea, go to sleep, and the AI spends the night writing, testing, and wiring everything together. You wake up and the product exists. Coffee optional but recommended ☕

Autonomous software agents

For complex systems, AI agents live inside the codebase itself.
They crawl the repo, fix bugs, write tests, refactor code, and commit changes on their own.

A digital workforce that never sleeps

Not copilots. Not autocomplete. Actual agents doing ongoing engineering work without supervision.

Beyond coding: total company automation

Once software is automated, the same logic applies to operations, planning, and even parts of management. Code is just the first domino.

If this plays out, “learning to code” becomes less important than learning to think clearly, describe intent, and spot good ideas.

Question for you 👀
If everyone can build software, what actually becomes scarce: ideas, taste, or execution?

[vas @vasuman]

I promise you you’re vibe coding wrong

as someone who has built multiple production-ready applications, with thousands of users, from just Cursor with minimum intervention.

But first here's you (probably):

You open Cursor. Type “build me X.”
It spirals. Nothing works. You start over.
That’s not development. That’s chaos.

I have an incredibly simple system that works every single time:

[Aadit Sheth @aaditsh]

This company literally hit a $10M run rate in just 9 days

[Poonam Soni @CodeByPoonam]

Goodbye Cursor

Augment Agent just dropped and it has taken coding to the next level.

7 Powerful features you don't want to miss:

[Design Chief Priest @dnaijatechguy]

Cursor is able to build out Figma designs with 80% accuracy with the Figma MCP server.

I wonder where we get to in the next few months

[Alex Cheema @alexocheema]

AGI at home

Running DeepSeek R1 across my 7 M4 Pro Mac Minis and 1 M4 Max MacBook Pro.

Total unified memory = 496GB.

Uses @exolabs distributed inference with 4-bit quantization.

Next goal is fp8 (requires >700GB)

[Prajwal Tomar @PrajwalTomar_]

Why Cursor Keeps Breaking Your Code (and How to Fix It)

AI tools like Cursor and Windsurf are amazing, but they often break code due to one major issue: lack of context.

Here’s why it happens and how to prevent it so AI becomes your most reliable assistant - thread below:

[Henry Shi @henrythe9ths]

DeepSeek just released the first Open Source Reasoning Model that matched o1!

But how did an unknown, 100 person startup with $0 VC funding produce a frontier open source model that rivaled OpenAI and Anthropic at 1/10th of the training cost and is 20-50x cheaper during inference?

After doing extensive research into the company's history, here’s the untold founding story of the rise, fall and rebirth behind DeepSeek and it’s parent company High-Flyer 🧵

[Josh @josh_bickett]

I created an 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 𝘁𝗵𝗮𝘁 𝗰𝗮𝗻 𝗿𝗲𝘃𝗶𝗲𝘄 𝘁𝗵𝗼𝘂𝘀𝗮𝗻𝗱𝘀 𝗼𝗳 𝗧𝘄𝗲𝗲𝘁𝘀 to identify user pain points and discover product ideas that users will pay for.

I'm saving all these Tweets to a database on willpayforthis dot com. Go here to find your next project idea!

Here is the AI Agent in action.

[Romain Torres @rom1trs]

This AI agent to create ads from Reddit is insane

> Goes to the most popular subreddit in your niche
> Collects top questions
> Feeds them into o1
> Generates viral ads scripts
> Creates videos in arcads

Link in first comment to get the full workflow

[CJ Zafir @cjzafir]

Day 1/6 of CodeGuide 2.0 🧡

Introducing Codie - AI Agent that can help you Code on any AI Coding tool

Just Screen Share and Ask for Realtime help:

- Setting up Project Files
- Debugging Errors
- Deployment
etc

In this Demo I used @CodeGuidedev x @stackblitz to show you how it works

You can also use Codie with:
- Cursor AI
- Windsurf
- Lovable
- Replit
- v0

Enjoy.

[Dilip Kumar @kmr_dilip]

Alcohol consumption amongst Indian men is decreasing

[Kevin Kern @kevinkern]

Introducing Codefetch for Developers

Turn code into Markdown for LLMs with one simple terminal command.

Use it in bolt .new, cursor and many more AI coding tools.

→ Chat with your codebase
→ Save tokens
→ Fix heavy bugs with GPT o1 & o1 pro

🧵 Click to see it in action

[Sumith Bangarwa @SumithBangarwa]

I am trying to register as @msPartner - Identity verification is stuck in a loop: approved first, rejected after primary contact update. "Fix Now" is not working, Legal Profile is pending. 2+ weeks no progress. Critical blocker for our SaaS! Need urgent help @Microsoft

[Indian Tech & Infra @IndianTechGuide]

🚨 World's largest renewable energy solar park in Khavda in Gujarat, India.

[Filippo Pietrantonio @FiloPietra]

Building an AI-powered iOS app with no coding background felt impossible.

Until I found these tools:

- CursorAI
- ClaudeAI
- Perplexity
- ChatGPT
- v0

Now I ship faster than most devs I know. Here's how I use them 👇

[Mushfiq Sajib @heysajib]

🚨 BREAKING:

Anthropic just released the Model Context Protocol (MCP) for Claude.

This new method will revolutionize how we use AI.

Here are 10 mind-blowing real-life examples: ⤵️

[Marc Baumann 🌔 @marcb_xyz]

🚨JUST IN: Google releases white paper on AI agents

It covers the basics of llm agents and a quick Langchain implementation

[anand mahindra @anandmahindra]

The making of the Scorpio N in Chakan.

For leisurely Saturday viewing…