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The Lumen: DevOps

Welcome to The Lumen, a collection of technology and business insights developed by our thought leaders.

Agent Entrypoints: A Low-Token Routing Layer for AI Coding Agents

AI agents entering a repository cold waste large amounts of context reconstructing repository intent, topology, and authoritative workflows. Humans do this naturally through ...

Two rugby teams, one in white and the other in orange, engage in a scrum on a grassy field during a match, moments before a potential scrum failure.

The Contemporary Application of Agile: Scrum Is Failing (Part 1)

Two blue and silver robots assemble a large jigsaw puzzle, with scattered puzzle pieces covering the table.

Building an MCP Server for Intelligent Terraform Module Ingestion and Search

A blue digital human face surrounded by abstract data and code patterns on a dark background, symbolizing AI-assisted DevOps, artificial intelligence, or advanced technology.

When AI Meets Infrastructure: How GitHub Copilot and MCP Servers Transform DevOps

Abstract geometric background with overlapping purple, black, and pink triangles forming a low-poly pattern.

Cleaning Up Terraformer Output with AI Agents, Docker’s Cagent, and Terraform MCP

A cloud-shaped object made of interlocking jigsaw puzzle pieces floats against a dark background, symbolizing Terraform import automation seamlessly connecting cloud resources.

Semi-Automating Terraform State Imports with Plan Files and ID Maps

A group of six people stand and talk in a modern office, some discussing software development methodologies while others use phones near large windows and glass walls.

A Strategic Guide to Software Development Methodologies for Modern Teams

A backlit mechanical keyboard with blue LED lights features the standard QWERTY layout, making it as essential as pre-caching Terraform providers for optimal performance.

Speed Up Terraform Pipelines by Pre-Caching Providers the Smart Way

Person sitting at a desk in front of multiple computer screens displaying data, overlooking a futuristic, neon-lit cityscape through a window.

Simplifying Multi-Language Development with Mise

Person working at a desk with multiple monitors displaying code in an office setting.

Wielding Terraform Like a Boss with Atmos