SGSahil Gadaindevops1.hashnode.dev·Aug 9, 2025 · 3 min readProject Aether: Building an AI-Native IaC Tool From a Secure FoundationIn the last update, we had a feature-complete CLI and a powerful 7B parameter model ("Aether-Pro"). However, its performance on standard hardware was a concern. This week's journey was a deep dive into solving this by creating a smaller, faster "Aeth...00
SGSahil Gadaindevops1.hashnode.dev·Aug 6, 2025 · 3 min readProject Aether: Building an AI-Native IaC Tool From a Secure FoundationThis article documents the latest progress on "Aether," our AI-native Infrastructure as Code (IaC) tool. In the last update, we had a feature-complete CLI with a powerful 7B parameter model ("Aether-Pro"). However, its performance on standard hardwar...00
SGSahil Gadaindevops1.hashnode.dev·Aug 1, 2025 · 3 min readProject Aether: Building an AI-Native IaC Tool From a Secure FoundationPhase 2 – Pivoting for Progress: From Manual Data to a Fine-Tuned AI Model Objective: With a solid validation workflow, the next goal was to scale up our dataset and train the AI. However, we quickly realized that manually creating hundreds of high-q...00
SGSahil Gadaindevops1.hashnode.dev·Jul 30, 2025 · 4 min readProject Aether: Building an AI-Native IaC Tool From a Secure FoundationThis series documents the journey of building "Aether," an offline-first, AI-native CLI tool that generates secure Infrastructure as Code (IaC) from natural language prompts. This week, we moved past basic setup and into the core challenge: creating ...00
SGSahil Gadaindevops1.hashnode.dev·Jul 22, 2025 · 6 min readSpendSense: From Concept to CI/CD - Building a Full-Stack Cloud Optimizer Energy-Efficient DevOps: Auto-Suspending Idle AWS Resources using MLWelcome to the final post in my series on building SpendSense, an AI-powered cloud cost optimization platform. In the last few weeks, the project has evolved from a functional prototype into a polished, automated, and secure application. This post co...01M