I ve spent two decades navigating the tectonic shifts of technology. My journey started by coding for the first generation of feature phones (Nokia/Symbian/MTK). Later, I founded a smart pet hardware startup, which I eventually led to a successful acquisition.

But I didn't stop at building. I ve also sat on the other side of the table investing in the AI sector and traditional education/training institutions. These experiences gave me a macro view of how technology either creates real value or just creates noise.

The "Partial AI" Trap (Observation from 30+ Interviews): Recently, I ve been back in the builder s seat. After interviewing over 30 developers for my new projects, I ve noticed a disturbing trend. Most senior devs are stuck in a "Copy-Paste" loop. They use AI to generate a single function, but they refuse to let the AI see the "Full Truth" of the entire repository.

They are treating a "Co-Architect" like a "Dictionary." In my view, this is a defensive mechanism a refusal to adapt to a new paradigm because it threatens the traditional "manual control" they ve mastered for years.

I built Data Transmission over a Wide Area Network in 2017, capable of transferring terabytes of data within seconds using data packets without cable, device, or the internet. Lost the source code over time, as I didn't know what difference it would have made in the lives of people.

From 2018 to 2026, fast-forward, I've built an Ed-tech platform WHYGate, an AI-copilot for workspace bookings, and many more. We launched it, but didn't see the traction as expected.

Went back to my data knowledge, to launch @orangelabs (https://orangelabs.im/) in the era of AI and no-code platforms, allowing founders, analysts, and researchers to work on their data without writing a single line of code.
Work with Excel, Spreadsheets, and CSVs without working with rows, columns, and formulas. Build visuals on complex data to understand complex information using plain English.
We're launching @OrangeLabs on 12 March 2026. This is our first-ever launch on Product Hunt and my first-ever interaction with a Product Hunt Community.
Looking forward to the support of the Product Hunt community.
See you soon.
Visit us at: https://orangelabs.im/
Follow us on X: https://x.com/orangelabsim
https://x.com/mk_bharat07

Hi everyone!

I ve been building in the AI Automation space for over a year now. My background ranges from complex custom workflows to standardized solutions like lead gen and customer support agents. I also specialize in building high-speed websites and apps that don't sacrifice elegance for performance.

Currently working on Sparrow Terminal it's a macOS terminal designed around AI agent workflows. The core idea is pretty simple: if you're spending most of your day with Claude Code or Gemini CLI running in your terminal, the terminal should actually work with the agent, not just sit there as a dumb shell wrapper.

So Sparrow has a built-in MCP server that lets your agent:

• Create and manage split panes

• Run commands across different panes

• Take screenshots of terminal output

• Handle clipboard and notifications

Hey everyone!

I m a full-stack developer and entrepreneur based in Tiruchirappalli, India. I build products that help freelancers, creators, and small businesses grow online.

Hey guys, I ve seen too many friends get screwed by fine print. I built ClauseMind to scan contracts for BS clauses.

I want to test it further. Comment or DM me a confusing sentence from your current contract, and I ll run it through the engine and tell you the 'Real World' risk.

Let's find the most ridiculous 'Horror Stories' together!"

Hi, I m Dijou, and I create UGC content specifically for tech companies.

My goal is to be the bridge between your product and your target audience by showing how easy it is to use through relatable, real-world scenarios that help people see how it fits naturally into their workflow.

Hey everyone

I m the builder behind this project.

This didn t actually start as a product .
It started because I kept watching people use Telegram for business conversations and everything broke once the chats became active.

What I repeatedly saw:
messages getting missed
two people replying the same customer
AI replying at the wrong moment
customers asking something important and nobody noticing

Hi everyone!

I m Khairul Bashar Shamim, Product Lead at Taskip.