7 min read
Boring Code on Purpose: Writing Software I Can Maintain at 2 AM
Why I now prefer explicit, predictable code over clever one-liners, the four questions I ask before merging, and when terse code is the better choice.
Quality
6 articles
1 min read
Continuous Evaluation: Monitoring AI Quality in Production
Continuous evaluation maintains AI quality standards throughout the system lifecycle.
1 min read
Evaluation Metrics for AI: Measuring What Matters
Regular evaluation with consistent metrics drives continuous improvement in AI quality.
4 min read
Quality-Based LLM Routing: Maximizing Output Quality
Quality isn't one dimensional. Consider: Accuracy : Factual correctness Completeness : Covering all aspects Coherence : Logical flow and consistency…
1 min read
LLM Evaluation Metrics: Measuring What Matters
Understanding and implementing key metrics for evaluating LLM application performance and quality.
1 min read
Azure DevOps Test Plans: Quality Assurance at Scale
Automated tests are the bulk of my testing pyramid, but there's a tier you can't replace: the human running through a workflow looking for the thing nobody…