AI-Driven Engineering

Mobile systems, architecture & engineering infrastructure.

Latest articles

Agentic Workspaces Decision Framework
August 30, 2026 · 17 min read · Agent Skills, AI Engineering, Developer Tooling
Classify each AI action by architecture layer, responsibility, and mechanism so a feature specification can move from intent to verified delivery.
Agent Tool Agnostic Workspaces
August 23, 2026 · 10 min read · Agent Skills, AI Engineering, Developer Tooling
A practical repository architecture for sharing agent instructions, skills, and workflows across coding agents without duplicating their source.
Agent-Ready Xcode Development Loop
August 16, 2026 · 11 min read · iOS, AI Engineering, Tuist
A practical setup using Tuist, XcodeBuildMCP, and simulator automation to take coding agents from a source change to runtime evidence.
Stateful Skills
August 9, 2026 · 14 min read · Agent Skills, AI Engineering
A practical model for long-running agent workflows that resume from authoritative state and load bounded context only when judgment needs it.

About

I'm Karthik Bedre, a software engineer writing about AI-driven engineering, mobile systems, software architecture, and the tools and practices that make software easier to build and maintain. More about me →