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Insights on building digital products, AI workflows, and scaling startups from the appssemble team.

engineering9 min read

The First Hour: Where Vibe-Coded Apps Usually Fail First

engineering12 min read

Stop reviewing AI pull requests like they're your junior engineer

startups9 min read

What investors actually ask about your AI-generated codebase

engineering11 min read

AI with a leash: why senior teams keep Cursor and Claude Code in production after a rebuild

engineering9 min read

How to Vet Your First Engineer When You Cannot Read the Code

engineering11 min read

Stop rewriting your vibe-coded MVP. Here's what works instead.

engineering12 min read

10x the latency before the load test even starts: what k6 reveals in a "production-ready" Lovable app

startups9 min read

No-code vs vibe-code: pick the ceiling above your needs

engineering9 min read

When a Founder Hands You a Lovable Repo: The 12-Check Audit That Decides Rescue vs. Rebuild

engineering9 min read

Why the Cheap Model Wins When Your App Needs to Classify

engineering10 min read

Why most Lovable apps stall before 1,000 paying users

engineering16 min read

Postgres RLS Done Right: The 10 Mistakes That Exposed 170+ Apps

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