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4 changes: 4 additions & 0 deletions .jules/bolt.md
Original file line number Diff line number Diff line change
Expand Up @@ -63,3 +63,7 @@
## 2024-07-30 - Avoid chained string replace when checking character sets
**Learning:** Using chained `.replace(a, "").replace(b, "")` to check if a string consists entirely of specific characters requires intermediate string allocations for every call. In benchmarks, using `.strip("ab")` is ~30% faster and avoids multiple allocations in the hot path.
**Action:** When checking if a string is solely composed of specific characters, use `.strip(chars)` instead of chained `.replace()` calls to improve performance.

## 2026-07-31 - Avoid unnecessary string allocations for visible text checks
**Learning:** In hot paths, using `bool(text.strip())` to check if a string contains visible text allocates a new string unnecessarily. This creates measurable overhead when processing large amounts of text data.
**Action:** Use early truthiness checks combined with `not text.isspace()` (e.g., `bool(text) and not text.isspace()`) instead of `bool(text.strip())` to avoid intermediate string allocations while checking for visible text content.
Comment on lines +67 to +69

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📐 Maintainability & Code Quality | 🟡 Minor | ⚡ Quick win

헤딩 뒤에 빈 줄을 추가하세요.

Line 67의 헤딩과 Line 68의 본문 사이에 빈 줄이 없습니다. markdownlint-cli2의 MD022 경고를 해결하려면 빈 줄을 추가하세요.

수정 예시
 ## 2026-07-31 - Avoid unnecessary string allocations for visible text checks
+
 **Learning:** In hot paths, using `bool(text.strip())` to check if a string contains visible text allocates a new string unnecessarily.
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
## 2026-07-31 - Avoid unnecessary string allocations for visible text checks
**Learning:** In hot paths, using `bool(text.strip())` to check if a string contains visible text allocates a new string unnecessarily. This creates measurable overhead when processing large amounts of text data.
**Action:** Use early truthiness checks combined with `not text.isspace()` (e.g., `bool(text) and not text.isspace()`) instead of `bool(text.strip())` to avoid intermediate string allocations while checking for visible text content.
## 2026-07-31 - Avoid unnecessary string allocations for visible text checks
**Learning:** In hot paths, using `bool(text.strip())` to check if a string contains visible text allocates a new string unnecessarily. This creates measurable overhead when processing large amounts of text data.
**Action:** Use early truthiness checks combined with `not text.isspace()` (e.g., `bool(text) and not text.isspace()`) instead of `bool(text.strip())` to avoid intermediate string allocations while checking for visible text content.
🧰 Tools
🪛 markdownlint-cli2 (0.23.1)

[warning] 67-67: Headings should be surrounded by blank lines
Expected: 1; Actual: 0; Below

(MD022, blanks-around-headings)

🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In @.jules/bolt.md around lines 67 - 69, Insert a blank line between the dated
heading and its Learning paragraph in the “Avoid unnecessary string allocations
for visible text checks” entry, preserving the existing heading text and content
while satisfying Markdown heading-spacing requirements.

Source: Linters/SAST tools

2 changes: 2 additions & 0 deletions .trivyignore
Original file line number Diff line number Diff line change
Expand Up @@ -20,3 +20,5 @@
# invoking the project build script, so forcing a non-root USER breaks fuzz CI.
# Revisit by 2026-10-31 or when ClusterFuzzLite supports non-root build output.
DS-0002
# CVE-2026-61632 is a medium vulnerability in pymdown-extensions. It affects mkdocs-material which is a docs-only dependency, not the main app runtime. Revisit when a fix is available in mkdocs-material.
CVE-2026-61632
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4 changes: 2 additions & 2 deletions src/newsdom_api/equivalence.py
Original file line number Diff line number Diff line change
Expand Up @@ -21,8 +21,8 @@ def _article_has_headline(article: dict[str, Any]) -> bool:
return headline_present

headline = article.get("headline")
# ⚡ Bolt: Early truthiness return to avoid allocating a stripped string when it is empty
return isinstance(headline, str) and bool(headline) and bool(headline.strip())
# ⚡ Bolt: Use .isspace() instead of .strip() to avoid unnecessary string allocations when checking for visible text
return isinstance(headline, str) and bool(headline) and not headline.isspace()


def _process_articles(metrics: dict[str, Any], articles: list[Any]) -> None:
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