Saurabh Chaubey

Platform Engineering • DevOps • Cloud Architecture

The Wiki That Writes Itself: How AI Agents Can Build and Share Your Organisation's Knowledge — Automatically

From Karpathy’s LLM Wiki to an enterprise knowledge engine for AI coding assistants

A thought piece on turning Andrej Karpathy's LLM Wiki pattern into an enterprise-grade, self-improving knowledge system that every developer's AI assistant can tap into.

Posted by Saurabh Chaubey on Tuesday, April 7, 2026

Terraform Modules as Contracts: Designing Interfaces That Work Across Any Environment

Intent-based module design for scalable, multi-environment Terraform projects

Stop designing modules around cloud APIs. Start designing them around what your team actually needs to say.

Posted by Saurabh Chaubey on Friday, March 20, 2026

Terraform State Management for Multi-Environment Teams: Patterns That Actually Scale

Workspaces vs directory-per-environment vs partial backend — and when each makes sense

Your state file is the single most dangerous file in your infrastructure. Here's how to stop it from ruining your week.

Posted by Saurabh Chaubey on Sunday, March 15, 2026

Shifting Way Left: Integrating Trivy Security Scanning Into Your IDE AI Agent

From CI pipeline to IDE — security scanning at the speed of thought

How to catch vulnerabilities, secrets, and container image issues before your code ever leaves the IDE — and why that changes everything.

Posted by Saurabh Chaubey on Tuesday, March 10, 2026

The Golden Path to Production — Building Paved Roads for Developer Teams

Standardisation meets developer freedom

How platform teams can build golden paths that accelerate delivery without sacrificing governance.

Posted by Saurabh Chaubey on Thursday, January 15, 2026

Lead Platform Engineer | CKA Certified | 2x AWS Certified | Speaker at APIDays Australia 2024