The Helix Team Blog
Strategy
ROI, roadmaps, and the business case for doing things the right way.
Showing 1–7 of 7 articles
Measuring Engineering Productivity Without Vanity Metrics
Lines of code, velocity points, and commit counts tell you nothing. Here are the metrics that actually predict delivery capability.
November 17, 2025
Platform Engineering Lessons from Scaling 10x to 100x
What works at 10 engineers breaks at 50 and collapses at 200. Here are the platform engineering patterns that survive scaling.
October 20, 2025
The Quantifiable Cost of Poor Developer Experience
Developer experience is not a perk. It is a multiplier. Here are the numbers that prove investing in DX delivers measurable business returns.
September 7, 2025
Cost Estimation for Autonomous Delivery Projects
Traditional estimation is broken because it estimates effort, not outcomes. Autonomous delivery reframes estimation around delivered capability.
August 17, 2025
Calculating the ROI of Autonomous Delivery: A Framework for Engineering Leaders
Executive buy-in requires numbers. Here is a practical framework for quantifying the return on investment from governed autonomous delivery adoption.
June 22, 2025
Build vs Buy for Autonomous Delivery Platforms
Should you build your own autonomous delivery system or buy one? The answer depends on your engineering culture, compliance needs, and competitive advantage.
May 4, 2025
Vendor Lock-In and Autonomous Delivery: Managing the Risk
Autonomous delivery platforms touch everything. Here is how to adopt them without creating dependency that constrains your future options.
April 13, 2025