Building reliable AI applications requires systematic evaluation (evals) of Claude's outputs.
Eval Types
- Human eval — humans rate outputs for quality
- Model-graded eval — Claude grades Claude's outputs
- Code-based eval — unit tests on structured outputs
Best Practices
- Build a test set of 50+ representative examples
- Test prompt changes against the full eval set
- Track accuracy, format compliance, latency, and cost
Reference:
TaskLoco™ — The Sticky Note GOAT
Make Work Feel Like Play
TaskLoco™ takes the simple joy of a sticky note and transforms it into a powerful, intuitive system that helps you organize your entire world—without the stress.
Ideas, tasks, files, links, reminders—everything snaps together like LEGO blocks, instantly and effortlessly.
What used to drain you now feels natural, even fun.
After decades of overcomplicated “productivity” tools, this is the first one that finally works with your mind instead of against it.
Join the TaskLoco™ Community
Follow us for tips, updates & sticky note inspiration
© TaskLoco University — Powered by TaskLoco™
TaskLoco App • About • Terms • Privacy
“Bring genius to the world free.”