» Tag
code-review
3 posts«Jul 8, 2026
AI Technical Debt: Why Generated Code Still Needs Metadata and Review
AI-generated code speeds up data engineering but hides risk. Without structured metadata, review and governance, teams accumulate hidden intent debt.
aidata-engineeringmetadatacode-reviewAI Code Audit: 15 Security Flaws Claude Found in Production
An LLM-based security audit uncovered 15 OWASP-classified flaws-SQL/NoSQL injection, IDOR, path traversal-each shown with vulnerable and fixed code.
securityowaspllmcode-reviewMy AI Reviewer's Real Problem Was Sequencing, Not Rules
A writer's AI-assisted editorial reviewer kept failing in new ways until distinct reasoning tasks were staged as separate passes instead of expanding the rubric.
aillmcode-revieweditorial-workflow