Venture Crane

code-quality

Articles

From Code Review to Production in 48 Hours

Feb 22, 2026 · 14 min read

How AI agents executed a full product sprint - from code review through production deploy - in 48 hours for a writing app.

sprintagent-workflowcode-quality

Finding Four Auth Vulnerabilities in One Code Review

Feb 20, 2026 · 10 min read

How AI-generated prototype code accumulates auth debt and how one code review session catches it systematically.

securitycode-qualityagent-workflow

Multi-Model Code Review - Why One AI Isn't Enough

Feb 15, 2026 · 8 min read

Why sending code through multiple AI models with different strengths produces higher-confidence findings than any single model.

agent-teamsprocesscode-quality
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