How agents work
2
Tools
Teaching Gemma to Code
Why this handbook
How agents work
1
The agent loop
2
Tools
3
Context and tokens
4
Prompts and skills
Measuring
5
Evaluation
6
Error analysis
Making it better
7
First failing test
8
Running Gemma locally
9
Fine-tuning with LoRA
Looking back
10
Results
Appendices
Experiment log
Glossary
Table of contents
2.1
What I want to understand
2.2
What I tried
2.3
What I learned
2.4
Sources
Edit this page
Report an issue
How agents work
2
Tools
2
Tools
Note
Status: not started
2.1
What I want to understand
How does a model call a tool, and how do tool descriptions change its choices?
Which tools does a coding agent actually need?
2.2
What I tried
2.3
What I learned
2.4
Sources
1
The agent loop
3
Context and tokens