Zero-Trust AI Coding: Prevent Secret Leakage in 5 Minutes

Hi, I’m Amit Kumar, a Software Architect with nearly 20 years of experience.

AI coding assistants like GitHub Copilot, Gemini, and Chat-based tools can accidentally expose API keys, secrets, and credentials if not used correctly. In this video, we break down practical, enterprise-ready techniques to prevent AI from leaking sensitive data in your codebase.

You’ll learn how to secure secrets using .gitignore, .env files, secret scanning tools, and safe prompting techniques when working with AI. We’ll also cover common mistakes teams make and how to build AI-safe development workflows for production systems.

This video is essential for senior developers, tech leads, security teams, and enterprises adopting AI-assisted development responsibly.

🔐 Topics covered include secret management, secure AI prompts, DevSecOps practices, and AI governance for engineering teams.

⏱️ Chapter Timestamps (YouTube Chapters)

00:00 – Why AI Leaking Secrets Is a Real Risk
00:30 – How Secrets Accidentally Get Exposed
00:56 – Using .gitignore to Protect Sensitive Files
01:30 – .env Files & Environment Variable Best Practices
02:02 – Scan Your Repo for Secrets Automatically
02:34 – How to Prompt AI Safely (Do’s & Don’ts)
03:10 – Use AI Guardrails & Policies
03:32 – Redact Before Sharing Code
03:55 – Enterprise Best Practices & Final Recommendations
📄 Free Resource: AI Secret Handling Policy (ISO / SOC2 / NIST aligned)
Download here 👉 https://drive.google.com/file/d/1Q7LT14tkY_ytaNAciVGCStBNJcKhe56t/view?usp=sharing

Видео Zero-Trust AI Coding: Prevent Secret Leakage in 5 Minutes канала Tiny Tech Talks by Amit