Observability in Production: Writing Effective Logs and Diagnosing IssuesWhen something goes wrong in a production environment, there are no breakpoints, no debugger and no way to step through code interactively and inspect state. The only evidence available is what the sy1Oct 15 · 9 min readaudaciatechnicalblog.hashnode.dev
Fabric IQ and Ontology: Giving Data a Shared Business MeaningEvery organisation has some version of the same challenge: What counts as an "active customer"? Does revenue get measured net or gross? Does a "sale" include returns? The answer exists somewhere:Aug 13 · 11 min readaudaciatechnicalblog.hashnode.dev
A Testing Strategy for Legacy ModernisationEvery legacy modernisation programme runs into the same uncomfortable question sooner or later: how do you prove a new system works correctly, when nobody can fully define what "correctly" means for tAug 6 · 9 min readaudaciatechnicalblog.hashnode.dev
From Proof of Concept to Production: What AI Projects Actually RequireThe gap between a proof of concept and a production system is where a significant proportion of AI initiatives fail to progress. Understanding what that transition involves, and planning for it from tJul 30 · 10 min readaudaciatechnicalblog.hashnode.dev
Cybersecurity: The Human Problem AI Can't FixThis blog captures the key themes from the launch event of Technically Speaking, Audacia's new podcast - held as part of Leeds Digital Mini Festival. Technology and security leaders from financial serJul 23 · 10 min readaudaciatechnicalblog.hashnode.dev