Performance Budgets for Vibe-Coded Frontends: Set, Measure, Enforce
Learn how to set, measure, and enforce performance budgets for AI-generated frontends. Protect your user experience from bloat with actionable strategies and tools.
Scaling Vibe-Coded Apps: From MVP to Thousands of Users
Learn how to scale vibe-coded apps from MVP to thousands of users. Discover why AI-generated code fails at scale and how to fix database queries, infrastructure, and testing.
Refactoring AI-Generated Codebases: A Step-By-Step Architecture Rescue Plan
A step-by-step guide to rescuing AI-generated codebases. Learn how to identify technical debt, build safety nets with tests, and refactor safely using static analysis and human oversight.
Linting and Formatting Pipelines for Vibe-Coded Projects: A Maintainability Guide
Learn how to build robust linting and formatting pipelines for vibe-coded projects. Discover tools like Biome and ESLint, implement zero-tolerance policies, and set up CI/CD gates to maintain code quality in AI-generated software.
Measuring Success in Vibe Coding: Quality, Speed, and Business Impact
Learn how to measure success in vibe coding using DORA, SPACE, and DX Core 4 frameworks. Track quality, speed, and business impact to ensure AI-assisted development delivers real value.
SAST, DAST, and SCA for AI-Generated Code: Tools That Catch Real Issues
Discover how SAST, DAST, and SCA tools must evolve to secure AI-generated code. Learn why traditional scans fail against high-velocity AI deployments and how to implement a layered security strategy.
Risk-Based App Categories: Prototypes, Internal Tools, and External Products
Learn how to classify apps into prototypes, internal tools, and external products to optimize security budgets. Discover risk-based strategies, common pitfalls, and implementation tips for modern governance.
Infrastructure as Code for Vibe-Coded Deployments: Repeatability by Design
Learn how to combine the speed of vibe coding with Infrastructure as Code to create repeatable, AI-driven cloud deployments without sacrificing security.
