What an AI opportunity review should decide
The decisions an AI opportunity review should produce before anyone funds a pilot or buys another tool.
Tech, AI, and delivery insights
Informative notes on AI, full-stack development, DevOps, testing, cloud, and operations—plus practical how-tos for teams who run the work. Subscribe with RSS.
Published insights
20 articles
Cloud cost and recovery for a small operations team
What a small team should know about cloud spend and recovery before an outage or an invoice becomes the project.
DevOps when one person owns the release
How a small team makes releases repeatable when one person currently knows how production is updated.
How Do Teams Prepare Existing Business Data for AI Integration?
Explore practical steps for operations and engineering teams to prepare existing business data for effective AI integration, focusing on data quality, structure, and security.
Test a release before operations depend on it
A practical testing pass for business software, focused on the workflows operators will run the day after release.
How DevOps Runbooks Describe Deploy and Incident Response Steps
Explore how DevOps runbooks document deployment procedures and incident response steps to support consistent operations and rapid recovery.
When a spreadsheet becomes the system of record
How operations teams know a spreadsheet has outgrown its job, and what to replace it with before the next hire depends on it.
How Full-Stack Teams Hand Off Builds to Testing with Clear Acceptance Criteria
A practical guide for full-stack teams on handing off builds to testing with well-defined acceptance criteria to support effective QA and DevOps workflows.
From the practice
Practical articles on software, cloud, and AI
Insights are practical notes on AI, software development, DevOps, testing, cloud, and running a business with better tools. They are not product announcements.
News briefs summarise public technical sources. How-to guides explain practical steps. Practice notes come from how APPSOLN® runs its projects.
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