feat(db): improve `GET /annotate/all` performance#601

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labradorite-dev wants to merge 18 commits intodevfrom

issue-566-optimize-annotation-load-time

Commits on Feb 28, 2026

feat(benchmark): add annotation load time baseline benchmarks (#566)
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feat(benchmark): add 10k-URL scale seeder and scale benchmark tests (#566)
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fix(benchmark): replace per-URL suggestion loops with bulk inserts (#566)
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fix(benchmark): use confidence=1.0 for location suggestions (#566)
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feat(db): materialize url_annotation_count_view and url_annotation_flags (#566)
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chore(deps): upgrade pytest-benchmark from 4.0 to 5.2.3
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fix(annotate): use LEFT JOINs on materialized views; refresh in sort test (#566)
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style: fix lint issues in our changes (#566)
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fix(migration): rebase onto upstream 1fb2286a016c to resolve multiple heads (#566)
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ci(benchmark): post results to GHA job summary (#566)
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ci(benchmark): capture per-phase timings in GHA job summary (#566)
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fix(benchmark): use removesuffix to avoid mangling phase labels (#566)
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docs(benchmark): simplify README; remove stale diagram and hardcoded credentials
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style: fix flake8 warnings in benchmark test and timing module (#566)
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style: add missing docstrings to benchmark package, conftest, and scale_seed (#566)
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style: fix flake8 annotations from PR check (#566)
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refactor(benchmark): extract summary heredoc to scripts/post_benchmark_summary.py (#566)
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docs(development): replace hardcoded dev db password with reference to docker-compose
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