Insights
Notes from the people who build
Practical articles on AI automation, websites, integrations and engineering teams. Written by our engineers, for people making decisions about software.
9 min read
AI Spec-Driven Development: The Definitive Architectural Guide
Discover how AI Spec-Driven Development (SDD) mitigates the verification tax and architecture drift when scaling AI coding agents in engineering teams.
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Outstaffing vs outsourcing: how to choose
Outstaffing gives you developers to lead; outsourcing gives you a result at a fixed price. How they differ in control, cost and risk, and when to use each.
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Contingency vs retained recruitment: which fits?
Contingency agencies are paid only on hire; retained recruiters are paid in stages. How the fees compare, what each model gets you, and when to use which.
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