Practical techniques for working with large language models.
We built an open-source audit logging library for the EU AI Act. This post explains what it does, what it deliberately does not do, and why the gap between those two things matters more than the code.
Article 12 is the most technically demanding obligation in the EU AI Act. Given a decision ID from six months ago, can you reconstruct the full chain?
Most engineering teams treat deployment as the finish line. Article 72 makes it a starting point. Post-market monitoring is a legal obligation, not a nice-to-have.
Large language model API costs can spiral quickly in production. We share practical strategies for cutting spend by 40-70% while maintaining output quality.