F* Practical Development & Debugging

Debug F* verification failures by profiling SMT queries using the --query_stats and --log_queries flags to isolate solver bottlenecks, and apply targeted fuel management or SMTPat patterns to resolve UNKNOWN and TIMEOUT scenarios.

Optimize F* proof performance bottlenecks by profiling verification with --query_stats, inspecting SMT interactions via --log_queries, and applying targeted fuel management alongside SMTPat patterns to guide automatic lemma application.

Integrate F* verification into CI/CD pipelines by enforcing practical workflows that profile query performance with --query_stats and systematically debug SMT interactions to prevent proof bottlenecks from blocking production builds.

Use SMTPat patterns in F* when you need to guide the SMT solver for automatic lemma application during stateful verification, ghost code handling, and refinement subtyping to build robust verified systems.

Yes, this F* debugging approach supports production development by integrating with IDE tooling, CI/CD pipelines, and testing strategies to diagnose verification failures and optimize proofs within existing development environments.