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choong pw

eat to survive, code to dream

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Category: Still a programmer

Coding grind to build something for passion

Still a programmer, Tech bro

Revisiting an old app – owl alert

January 4, 2026

Three years ago, I built an app using Purity dashboard to bootstrap my Laravel/React project. So happen, this is build on top of React 17 and Chakra UI v1. The app is called Owl Alert which was for me to build my own technical alert indicators to get […]

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Still a programmer, Tech bro

How MCP and steering docs help in agentic coding

December 23, 2025

Over the past year, AI‑assisted development has grown beyond autocomplete suggestions and chat‑based help. We’re now entering what I see as the agentic phase of software engineering — where coding assistants behave more like collaborators. Instead of responding to one‑off prompts, they internalize context, follow […]

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Servant leader, Still a programmer

Why should we start mastering spec‑driven development

December 22, 2025

Over the past year, the conversation around AI‑assisted coding has shifted from awe to practicality. We’ve moved past the “wow” phase of generating full‑stack apps from a single prompt and started asking tougher questions — can we maintain this code? Can we extend it? Does […]

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Still a programmer

A month of hackathons: Building with spec‑driven development

December 21, 2025

For the past month, I’ve been unusually quiet on social media and my personal blog — for good reason. I’ve spent most of my time participating in two hackathons, Kiroween and Codegeist, with three projects submitted in total. Ever since 2021, I’ve never to miss […]

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Still a programmer, Tech bro

Building Atlassian Forge app with Kiro

December 1, 2025

I am so glad that I have took some time out of my day to tryout this Kiroween hackathon. A little bit of background, I have been building apps on Atlassian ecosystem for quite a number of years already. Therefore, the advantage I had in […]

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Still a programmer, Tech bro

Experience developing with Kiro

August 24, 2025

Just about a week ago, I finally got my invite to use Kiro. It was one of the long awaited tool that I love to try given the hype around it. Why? I just like the concept of how they separate out the “spec” to […]

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Still a programmer, Tech bro

Generate an agentic structured output

July 6, 2025

One of the biggest pain of traditional web-developer like us still heavily rely on structured output such as JSON format to integrate with our existing system. Regardless of SQL or NoSQL, you still need some form of controllable output in order to make sure your […]

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Still a programmer, Tech bro

Memory bank for AI coding

April 27, 2025

Recently I have been coaching my team to use AI for development. There are many tools that we can used for free to get so much value (such as Cline w/ gemini or openrouter, co-pilot, etc). Thus, we should not be shying away from this […]

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Still a programmer

Bypassing Cloudflare wall for my little scrapper

April 20, 2025

Background Just as I fixed one problem and got something to work, another piece of my system is breaking. This time, my webscrapper is being challenged by Cloudflare bot checking. Right from the get go, during the initial development I want to host the script […]

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Still a programmer, Tech bro

Real challege of vibe code as a developer

April 7, 2025

How it started I used to have my own handy Bursa Whale tool for me to have a high-level glance of all the insider and institution purchases and selling in the Bursa market. I have a script that will read the announcement from the Bursa […]

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About Me

Experienced SWE and EM. I help and coach people to find passion in tech.

I am a quick learner. Always playing around with the hot and trending stuff for fun and work (LBS, GIS, CRM, Blockchain, ML/AI, Cybersec, etc). My way of engineering is Frugal Engineering. Too many acronyms? Not helping 😛

Still actively programming for personal projects and hackathons. I hope I have the time journal it here. Subscribe follow along this journey with me.

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