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Engineering blog

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

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

engineering9 min read

The 2026 vibe coding stack: ten production decisions after Lovable

engineering11 min read

An hour with a vibe-coded codebase: 27 things that should not have shipped

engineering8 min read

When to stop vibe coding and hire engineers: six signals your AI-built app needs engineering help

engineering14 min read

Lovable + Supabase at 1,000 vs 10,000 users: what breaks and how to fix it without leaving

Engineering15 min read

$15,000/month on Heroku to $1,000 on bare metal: how we migrated a 15M-device platform

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