Resource Library
Resources for AI-accelerated engineering leaders
Explore practical guides, real-world stories, and research to help you succeed in the Age of AI.
Featured
Flux datasheet
How Flux connects to your GitHub organization, what it shows you about delivery, AI impact, risk, and team dynamics, and how it protects your code and data.
Building an app is cheap…owning it might not be
Building an app with AI tools is fast no. This whitepaper explains what it costs to own, maintain, and secure that software after it ships.
5 blind spots undermining your AI adoption
From hidden work to unproven spend:the five blind spots undermining your AI adoption. Register to learn more.
Infographic: AI code generation reality check
Survey of 309 engineering leaders on AI-generated code in production: where adoption stands, where risk is concentrating, and how the best teams are responding.
Report: AI code generation reality check
New research from Dimensional Research: 309 engineering leaders on AI-generated code in production, where visibility is breaking down, and what high-performing teams do differently.
Evaluating AI tools that access your codebase
A framework for engineering leaders evaluating AI tools that access your codebase: model training, data isolation, agentic risk, and more.
Case studies
Cobalt: code‑first visibility for AI‑powered, high‑velocity engineering
How one engineering leader turned a year of AI bets and cultural change into undeniable evidence.
More resources
Vendor evaluation checklist
A checklist for evaluating AI tools that access your codebase, covering model training, data isolation, agentic risk, and vendor accountability.
Security and data governance
How Flux connects to your codebase, isolates your data, and protects your code. Direct answers to the questions engineering leaders ask first.
Evaluating AI tools that access your codebase
A framework for engineering leaders evaluating AI tools that access your codebase: model training, data isolation, agentic risk, and more.
Flux solution brief
Understand progress, AI impact, technical debt, team dynamics, and risk directly from the code, without tickets, tagging, or process overhead.
Flux glossary
AI is changing how software gets built, and it’s bringing a new vocabulary with it. This glossary will help.
Frequently asked questions about Flux
Frequently asked questions and answers to all your Flux questions, all in one place.
Read Flux blog posts