Scaling Vibe-Coded Apps: From MVP to Thousands of Users
Discover why vibe-coded apps crash at 5,000 users and learn how to scale from MVP to production. Learn to fix N+1 queries, optimize databases, and choose the right tech stack.
Category: Technology & Strategy
How to Build Cross-Functional Committees for Ethical LLM Use
Learn how to build effective cross-functional committees for ethical LLM use. Discover the 'New Triad' model, RACI matrices, and key strategies to balance innovation with compliance in 2026.
Governance KPIs That Matter: Policy Adherence, Review Coverage, and MTTR
Master governance KPIs by tracking policy adherence, review coverage, and MTTR. Learn how to move beyond compliance checklists to measurable business impact with actionable benchmarks and implementation strategies.
Migration Paths: Replacing Vibe-Coded Scaffolds with Production Components
Learn how to transition from AI-generated "vibe-coded" prototypes to robust production components using structured migration paths and architectural guardrails.
Governance Without Friction: How to Maintain Developer Velocity
Learn how to implement software governance that ensures security and compliance without slowing down your developers. Practical dos and don'ts for platform engineering.
Scaling Generative AI: Moving from Proof of Concept to Production
Learn how to move Generative AI from Proof of Concept to full production without cost spikes or reliability crashes. A strategy guide for enterprise scaling.
Style Guides for Prompts: Achieving Consistent Code Across Sessions
Style guides ensure consistent code across teams and sessions, reducing review time, cutting bugs, and making onboarding faster. Learn how to build one that works without driving developers crazy.
Community and Ethics for Generative AI Programs: How to Build Trust Through Stakeholder Engagement and Transparency
Building ethical generative AI programs requires more than rules-it demands real transparency and active stakeholder engagement. Learn how top institutions are creating trustworthy AI practices that work in practice, not just on paper.
Documentation Architecture: Using ADRs and Decision Logs for AI-Generated Systems
ADRs and decision logs are essential for documenting architectural choices in AI-generated systems. Learn how to use them effectively, how AI is transforming the process, and why skipping documentation risks team chaos.