All articles/Topic
Artificial Intelligence
Watching the watchers: monitoring your CI/CD pipelines, branch protection and repo hygiene
How we monitor GitHub and Azure DevOps for failing scheduled pipelines, missing branch protection and stale branches, plus AI weekly digests of what changed.
Contract review and clause extraction: what AI can and can't do
How to build an LLM first-pass contract review that extracts clauses into a structured summary a lawyer verifies, plus the accuracy and confidentiality limits.
#contract-review#clause-extraction#legal-tech#llm#document-automation
Practical AI for Law Firms: the series
A series on practical AI for Australian law firms: document review, grounded research assistants, intake and billing automation, with confidentiality as a hard constraint.
#legal-technology#document-review#legal-research#confidentiality#automation
AI-Ready Data and Integration: the series
A series on the data work behind production AI: connecting systems, resolving entities and governing data so an AI system has something trustworthy to use.
#data-integration#centazio#data-quality#entity-resolution#data-governance
Your AI is only as good as your data: why integration comes first
Most failed AI pilots are data failures, not model failures. What AI-ready really means, the integration architecture behind it, and a checklist before you fund.
#data-integration#master-data#ai-readiness#centazio#data-quality
Coding agents in a production .NET shop: what holds up
How PicNet runs Claude-style coding agents on production .NET code: standards docs in the repo, tests as the safety net, AI review first, and what agents still get wrong.
#coding-agents#dotnet#code-review#developer-productivity#ai-engineering