Guides

Development Practice

DevOps, CI/CD, testing, estimation, and delivery patterns.

Good software is not just about writing code. These guides cover the practices that separate prototypes from production systems: DevOps maturity, delivery pipelines, service standards, and the discipline needed to ship AI-built software that actually works at scale.

Whether you are assessing your DevOps capability, deciding between in-house and outsourced operations, or applying GDS service standards in the private sector, each guide is grounded in what we see working across real delivery teams.

Development Practice 14 min read

The GDS Service Standard for Private-Sector Delivery Teams

A practical guide to what the UK Government's GDS Service Standard offers private-sector delivery teams, which practices transfer directly, which need adapting, and which are genuinely public-sector specific.

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Development Practice 12 min read

In-House DevOps vs DevOps-as-a-Service: A Cost and Capability Comparison

Should you hire a DevOps engineer or work with a DevOps-as-a-Service partner? A practical comparison of cost, coverage, risk, and how AI-augmented delivery changes the economics.

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Development Practice 14 min read

DevOps Maturity: Where Does Your Team Stand and What Should You Fix First?

A practical DevOps maturity model with AI-augmented practices at each level. Self-assessment questions, DORA metrics, and a prioritised improvement path.

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Development Practice 12 min read

From Prototype to Production: What AI-Built Software Needs to Ship

AI tools make prototyping nearly free. The gap between a working demo and production-grade software is where most projects stall. A practical guide to bridging it.

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