[FallenDeity]

Change description

Part of #1391

• Add type hints to build.py, along with a bit of a refactor move the helpers and constants to utils
• Dropped some redundant queries and increased batch limit
• Made ruff and ty checks mandatory now since we have coverage for type hints everywhere except tests (which is ignored in the config tomls)
• updated runners to arm64 runners for performance/efficiency (noticed some decent performance improvements)

build itself is about 20%ish faster now overall gains should be about 30% with everything

AI coding assistance disclosure

For review and audit

Contributor check list

• I have written a description of the contribution and explained its motivation.
• I have written tests for my code changes (if applicable).
• I have read and understood the AI Assisted Contribution guidelines.
• I will own this change in production, and I am prepared to fix any bugs caused by my code change.

[Naramsim]

It seems that the k8s' gql job has some problems on arm: https://github.com/PokeAPI/pokeapi/actions/runs/41400067954/job/125129779205?pr=1707 here it passes. I'll merge the PR

I'll merge-commit the PR I created so your commits will be visible in the history