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Maintenance: Optimize CI execution #8534

Description

@leandrodamascena

Why is this needed?

We need to reduce CI execution time and avoid duplicated work.

Which area does this relate to?

Automation, Tests, Static typing

Solution

Run runtime-independent checks once, remove duplicated checks, and improve dependency caching. Cancel outdated PR runs when new commits are pushed.

Keep tests, dependency validation, and version-sensitive type checks across Python 3.10–3.14, preserving the existing Lambda E2E coverage.

Acknowledgment

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