AI2H Blog

Use cases, advice and experience on AI-to-human code migration

Jonathan Serra
2/10/2026
14 min

Is Vibe Coding viable for raising funds? The "code-first" pitch

Building an MVP no longer requires months of hacking. With AI-powered IDEs, 'coding' is a flow-state conversation with an LLM. But can you raise serious money on a codebase written largely by a machine? The short answer is yes, here's the long one.

Vibe CodingStartupFundraisingMVPAIEngineeringStrategyTechnical DebtMigration
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Jonathan Serra
1/29/2026
12 min

Is Supabase viable for production? The "good trade" for modern backends

The debate between managed services and roll-your-own infrastructure is eternal. Supabase offers the ease of Firebase with the power of SQL. Here's why it might be the right trade for your next production system, and how you can leave if you need to.

SupabasePostgreSQLProductionBaaSBackendDevOpsManaged ServicesMigrationOpen Source
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Jonathan Serra
1/5/2026
10 min

The "Vibe Wall": why your prototype explodes at 1,000 users (and how to save it)

Complete guide to taking a Lovable project to production: avoid the Vibe Wall at 1000 users, optimize Supabase, secure your AI-generated code, and transform your prototype into a scalable application. Practical solutions for migrating from Vibe Coding to production.

Vibe CodingLovableProductionScalabilitySecurityBest PracticesMVPPrototypeAI-generated codeProduction migrationSupabaseAI-assisted developmentProduction deploymentDatabase optimization
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Jonathan Serra
11/10/2025
12 min

Supabase: the real cost behind apparent simplicity

Supabase promises a hosted PostgreSQL database with an automatic REST API. But what's really under the hood? In-depth technical analysis and realistic cost estimate for a production application.

SupabasePostgreSQLCostsInfrastructurePricingPostgRESTProductionArchitecture
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