⚡ Bolt: [performance improvement] 앱 섹션 신뢰도 계산 시 조기 종료를 통한 O(N) 최적화#549
⚡ Bolt: [performance improvement] 앱 섹션 신뢰도 계산 시 조기 종료를 통한 O(N) 최적화#549seonghobae wants to merge 1 commit into
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💡 What:
Replaced the unconditional `Array.reduce` for calculating the lowest section confidence in `App.tsx` with a `for...of` loop and an early `break` when the absolute minimum bound ("low") is found.
🎯 Why:
To avoid iterating through the entire array of sections once the known minimum bound has been reached, optimizing worst-case evaluation from strict O(N) to short-circuitable O(N).
📊 Impact:
Provides a measurable performance improvement when evaluating large arrays of sections, avoiding unnecessary CPU cycles in the React render cycle.
🔬 Measurement:
Included a test case in `App.test.tsx` verifying that a low-confidence section triggers the expected state and maintains 100% test coverage for the early exit path. Run `npm run test --workspace=apps/desktop` to verify.
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OpenCode Review Overview
Pull request overviewOpenCode reviewed the current-head bounded evidence and found no blocking issues. FindingsNo blocking findings. SummaryApproval sufficiency: bounded evidence supplied affirmative approval evidence for changed files, coverage/docstring posture, risk surfaces, and current-head verification; approval is not based merely on the absence of known blockers.
Changed-File Evidence Mapflowchart LR
PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
Evidence --> S1["Changed file (3 files)"]
S1 --> I1["repository behavior"]
I1 --> R1["Review risk: Changed file (3 files)"]
R1 --> V1["required checks"]
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Pull request overview
OpenCode reviewed the current-head bounded evidence and found no blocking issues.
Findings
No blocking findings.
Summary
Approval sufficiency: bounded evidence supplied affirmative approval evidence for changed files, coverage/docstring posture, risk surfaces, and current-head verification; approval is not based merely on the absence of known blockers.
Verification posture: CodeGraph evidence was initialized and bounded current-head evidence reviewed for changed-file evidence including .jules/bolt.md, apps/desktop/src/App.test.tsx, apps/desktop/src/App.tsx.
Linter/static: workflow/static review evidence is bounded by the current-head GitHub Checks gate and changed-file evidence.
TDD/regression: coverage execution evidence and focused changed hunks were reviewed from bounded-review-evidence.md.
Coverage: coverage execution evidence reports supported repository test suites passed.
Docstring coverage: coverage execution evidence reports configured repository docstring gates passed or docstring coverage was advisory.
DAG: CodeGraph/source-backed behavior map connects .jules/bolt.md to the affected review, runtime, or workflow path and required checks.
PoC/execution: coverage-evidence job executed on the current head and reported PASS.
DDD/domain: workflow and repository-governance invariants were reviewed against changed files in bounded evidence.
CDD/context: CodeGraph evidence, changed-file history, and focused hunks were reviewed from bounded-review-evidence.md.
Similar issues: changed-file history evidence was reviewed for comparable local precedents.
Claim/concept check: bounded evidence, repository source, current-head workflow evidence, and, where numeric, scientific, statistical, or literature-backed claims are affected, original-paper/formula evidence and parameter-recovery expectations were used for claims.
Standards search: standards and external-source checks are delegated to configured OpenCode web_search/Context7/DeepWiki sources when applicable; no evidence-backed standards blocker is present in bounded evidence.
Compatibility/convention: changed workflow/script conventions, object naming, and reserved-word safety for schema/API/config/code surfaces were checked in bounded evidence.
Breaking-change/backcompat: deployment evidence and changed-file history were checked for backward-compatibility risk.
Performance: changed surfaces were checked for performance risk in bounded evidence.
Developer experience: changed automation, review, test, setup, and maintenance surfaces were checked for helpful or obstructive DX impact in bounded evidence.
User experience: connected user, operator, API, CLI, documentation, review-comment, status-check, rendering, and workflow-reader behavior was checked for contradictions against code, docs, and tests in bounded evidence.
Visual/DOM: Playwright visual, DOM locator, ARIA snapshot, console, and responsive evidence were checked when a web UI surface was present; for non-web surfaces, API/CLI/log/docs/workflow interaction evidence was reviewed instead.
Accessibility/i18n: accessibility, localization, and human-readable text surfaces were checked where UI, CLI, API message, docs, logs, or review text changed.
Supply-chain/license: dependency, package, model, container, and external-tool changes were checked in bounded evidence.
Packaging: package, build, test, lint, and security contracts were checked in bounded evidence.
Security/privacy: workflow-token, review-gate, and repository-automation security/privacy boundaries were checked in bounded evidence.
- Result: APPROVE
- Reason: Performance optimization with maintained correctness
- Head SHA:
422e09a9cc247936b45b2793225e8a81d9113917 - Workflow run: 28669102636
- Workflow attempt: 1
Changed-File Evidence Map
flowchart LR
PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
Evidence --> S1["Changed file (3 files)"]
S1 --> I1["repository behavior"]
I1 --> R1["Review risk: Changed file (3 files)"]
R1 --> V1["required checks"]
1 participant
💡 What:
App.tsx의 최저 신뢰도(lowest confidence)를 계산하는 과정에서 사용되던 무조건적인Array.reduce를for...of루프와 조기 종료(break) 패턴으로 교체했습니다.🎯 Why:
알려진 절대 최솟값인 "low"를 발견한 이후에도 배열의 끝까지 불필요하게 순회하는 것을 방지하여, 엄격한 O(N) 평가를 최악의 경우에도 중간에 종료할 수 있는 O(N) 평가로 최적화하기 위함입니다.
📊 Impact:
섹션 수가 많은 대규모 데이터를 렌더링할 때 불필요한 CPU 사이클 낭비를 막아 React 렌더링 사이클에서 측정 가능한 성능 향상을 제공합니다.
🔬 Measurement:
App.test.tsx에 낮은 신뢰도의 섹션을 만났을 때 예상대로 상태가 평가되고, 조기 종료(break) 경로의 테스트 커버리지를 100% 유지하는지 확인하는 테스트 케이스를 추가했습니다.npm run test --workspace=apps/desktop명령어를 통해 확인할 수 있습니다.PR created automatically by Jules for task 1130629845465335432 started by @seonghobae