Will AI replace software engineers?

No; AI speeds up mundane tasks and suggests solutions, but human judgement is required for architecture, design and debugging.

Is the generated code secure?

Always review AI-generated code for security vulnerabilities and adhere to secure coding guidelines.

How do we integrate AI tools into our workflow?

Start with small tasks like documentation or unit tests, then expand as confidence grows, integrating tools into IDEs and CI pipelines.

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Guide

Intermediate

ChatGPT

Developers and CTOs

Southeast Asia

AI-Assisted Coding and Developer Tools

Software Development; AI Coding; Productivity

AI Snapshot

The TL;DR: what matters, fast.

AI tools can write, review and optimise code.
Use the Define → Generate → Review framework to code with AI.
Maintain code quality and security through human oversight.

Perfect For

Developers and technical leaders aiming to accelerate software delivery.

Some fintech startups in Southeast Asia have built internal tools that generate and debug code, analyse data and provide insights, boosting staff productivity and speeding up release cycles.

Capabilities of AI Coding Tools

Modern AI code assistants can suggest functions, refactor legacy code, generate documentation and help troubleshoot bugs across multiple languages.

Define → Generate → Review Framework

Define the problem clearly and outline the desired function, let the AI generate or suggest code, then review and test thoroughly before integration.

Challenges and Governance

Beware of over-reliance; AI-generated code may contain errors or insecure patterns. Establish code review processes and keep proprietary code confidential.

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Prompts

Function Drafting

Generate a function

Ask an AI assistant to write a Python function that calculates shipping costs based on weight and distance, and then refactor it for clarity.

Debugging Assistant

Debug a code snippet

Provide a buggy JavaScript code snippet that fails to update a user interface. Ask the AI to identify the issue and suggest a fix.

Documentation

Create documentation comments

Generate clear docstrings for a set of Go functions in a microservices architecture, explaining inputs, outputs and side effects.

Frequently Asked Questions

Ready to experiment?

Pick one of these prompts and see where it takes you. The interesting bit is not just getting results - it is discovering what happens when you tweak the parameters or combine different approaches. If you end up with something unexpected (whether that is brilliantly unexpected or amusingly terrible), we would genuinely love to see it.

Share your results, your variations, or the weird tangents you went down trying to get things just right. That is often where the best insights come from: the collective trial and error of people actually using these tools in practice.

And if you found this useful, we have got plenty more practical how-to guides covering everything from creating images for your blog to helping you automate boring work tasks. Each one is built the same way: real techniques, actual examples, no fluff.

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