Why AI Gains Are Real and Your Balance Sheet Doesn’t Show It
Why measured AI gains at the task level keep failing to show up in productivity data — and what we measure instead at Axon Active.
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from engineering teams
Axon Active's engineering blog — practitioner-written posts on how we deliver software: engineering, AI, DevOps, data, training. Each post published by the squad or specialist doing the work.
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7 min read
Product Owner vs Business Analyst vs Scrum Master Explained
The product owner vs business analyst debate trips up teams more than almost any other role question in Agile delivery…
7 min read
Data Strategy Services: Turning Data into an Operating Asset
Data strategy services help an organization decide what its data is for, who is accountable for it, and how it…
6 min read
Snowflake vs BigQuery: Choosing a Cloud Data Warehouse
Snowflake vs BigQuery is one of the most common decisions a data team faces when standing up a modern analytical…
7 min read
Kubernetes vs Docker: What’s the Difference and When You Need Each
The phrase "Kubernetes vs Docker" is one of the most common — and most misleading — comparisons in modern infrastructure.…
11 min read
What Is an Agile Coach? Role, Value & When to Engage One
What is an Agile coach, and why do organizations bring one in when they already have Scrum Masters and trained…
7 min read
Cloud Migration Strategy: A Step-by-Step Guide
A sound cloud migration strategy is the difference between a move that lowers cost and unlocks delivery speed, and one…
17 min read
Why Agile Transformations Fail: The Year-2 Trap & How to Fix It
Understanding why Agile transformations fail is more useful than yet another guide on how to start one. Most large organizations…
6 min read
A Buyer’s Guide to Enterprise Data Services
Enterprise data services are the set of capabilities that move data through a large organization reliably — from ingestion and storage to modeling,…
7 min read
How to Hire a Dedicated Development Team (5 Steps)
When you set out to hire a dedicated development team, the decision feels procurement-shaped — compare vendors, check rates, sign…