AI Evals, Part 3: Golden Datasets That Dont Lie
Part 3 of a series on building production AI on .NET. Part 1 was the overview; Part 2 was error analysis. Now we turn the failure taxonomy you built i…
DevOps
⚑ Report a ProblemLatest DevOps news from Tech News
All topics
agents
ai
api
architecture
automation
aws
beginners
career
claude
cloud
database
devchallenge
devops
docker
javascript
kubernetes
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
security
showdev
softwareengineering
tutorial
typescript
webdev
AI Evals, Part 2: Error Analysis The Unglamorous Superpower Behind Good Evals
Part 2 of a series on building production AI on .NET. Part 1 covered what evals are and the Analyze → Measure → Improve lifecycle. This post is about …
If You Can Survive a Toddler, You Can Ship LLMs in Production
A few years back I was running a time-series pipeline that scored incoming product reviews on a 1-10 scale. The scorer was an LLM. Reviews rolled in c…