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2323Agents, evals, and RL environments for the working proof engineer.
2424
2525[ Get Started] ( /introduction/ch0 )
26+
27+ ## Table of contents at a glance
28+
29+ 1 . Introduction. Setting scope, defining terms.
30+ 2 . DafnyBench (Dafny) with ` inspect-ai ` . Quickest MVP with free agents and logging/dashboards
31+ 3 . DafnyBench no-framework. Dispell any suspicions about the complicated framework by feeling the purepython and anthropic SDK under your fingernails.
32+ 4 . FVAPPS (Lean) with ` pydantic-ai ` , more flexible than ` inspect-ai `
33+ 5 . From evals to RL envs. How much SFT do you need to bootstrap, and how to get those tokens. Curricula design.
34+ 6 . Outlook. Please measure verification burden
35+
36+ Chapters 2-4 will have code in the repo in the ` ./evals ` subdir.
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