docs: record performance investigation practices for agents

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Lockfile consistency

Wheels / Resolve source

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Static checks and unit + integration tests

DuckDB E2E (build core)

DuckDB E2E (build incremental)

DuckDB E2E (CLI data)

DuckDB E2E (CLI commands)

DuckDB E2E (CLI inspection)

DuckDB E2E (integrations)

Compiler golden outputs

Native compiler on Python 3.13

Native compiler on Python 3.14

Native compiler on Windows

Formatter performance guards

Performance guards

Fresh-process compile (3000 models)

Fresh-process compile (5000 models)

Fresh-process compile (10000 models)

Dense all-rules compile (1000 models)

Dense all-rules compile (3000 models)

Dense all-rules compile (5000 models)

Dense all-rules compile (10000 models)

Same-runner compile ratio (dense 3000 models)

Same-runner compile ratio (fresh 3000 models)

Same-runner compile ratio (contracts CPU vs base 3000 models)

Same-runner compile ratio (model analysis CPU vs base 3000 models)

Same-runner compile ratio (custom rules CPU vs base 3000 models)

Fresh-process compile cache (3000 models)

Fresh-process compile cache (5000 models)

Fresh-process compile cache (10000 models)

Rules performance guards

PostgreSQL integration and E2E tests

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