What we learn building AI products, modernising older systems and running software in production. Written for the people who make the technical decisions.
Write down what a shared dataset promises, and check it where changes are made. Writing the contract is the easy part. The milestone is a breaking change that fails in the producing team’s pipeline, before anyone downstream sees it.
· 9 min read
Write down what a shared dataset promises, and check it where changes are made. Writing the contract is the easy part. The milestone is a breaking change that fails in the producing team’s pipeline, before anyone downstream sees it.
9 min read
Replace an old system one piece at a time while it keeps running. Moving the first piece is the easy part. Switching the old one off is the milestone.
9 min read
Nine in ten organisations in DORA’s 2025 research use an internal developer platform. DORA’s advice on what to build first: one journey developers repeat often, made clearly better, with speed and stability measured together.
8 min read
A demo shows that an AI feature can work. Before launch, you need evidence of how often it does, on the cases your users will bring.
8 min read
Developers often feel faster with AI coding tools. Measured results are less certain, and the team’s delivery system decides much of what the tools are worth.
7 min read
Since 11 September 2026, makers of software products and connected devices on the EU market have had to report actively exploited vulnerabilities and severe incidents, starting with a warning within 24 hours. Here’s what the duty asks, who it covers and what to have ready.
8 min read
The Model Context Protocol gives AI agents one standard way to reach your tools and data. What an agent may do once it’s connected is still your decision.
8 min read
No filter today reliably stops an AI agent being fooled by instructions hidden in what it reads. What you can control is how much a fooled agent is able to do.
8 min read
Most websites still work like brochures: they wait. An agent turns yours into a team member that answers, qualifies and completes work the moment a visitor needs it.
3 min read
Seven practical ways to grow your business through market positioning, customer research, focused channels, experimentation, and competitive analysis.
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How dependable IT support helped an Erie non-profit modernize its systems and stay focused on serving people during times of crisis.
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Practical email and mobile-device security habits that help employees protect company data and reduce avoidable cyber risk.
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How Beaumont Hospital digitized paper records, reduced retrieval time, and delivered measurable productivity gains.
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