Growth Infrastructure Knowledge Base

Astro handles authentication well, but there's a critical gap: you can't automatically detect when a user transitions from 'signed up' to 'actually using your product.'

After users sign up with Astro + Firebase, there's no automated system to track their progress toward activation milestones.

Users complete onboarding with Astro + Firebase, but after the initial excitement fades, there's no system to detect when they stop engaging.

Astro is powerful, but without onboarding loops, developers miss framework-specific features and optimization opportunities.

The standard Astro + Supabase setup creates user accounts but lacks the infrastructure to detect and celebrate when users first achieve value.

The Astro + Supabase setup works for onboarding, but there's no automated way to identify inactive users or celebrate engagement milestones.

After users sign up with Astro + Firebase, there's no automated system to track their progress toward activation milestones.

Users complete onboarding with Astro + Firebase, but after the initial excitement fades, there's no system to detect when they stop engaging.

The standard Astro + Supabase setup creates user accounts but lacks the infrastructure to detect and celebrate when users first achieve value.

The Astro + Supabase setup works for onboarding, but there's no automated way to identify inactive users or celebrate engagement milestones.

Free tier users in FastAPI + Redis + Stripe apps often hit limits without any automated upgrade prompts or feature blocking.

The FastAPI + Redis + Stripe setup works for onboarding, but there's no automated way to identify inactive users or celebrate engagement milestones.

Once users complete onboarding with Next.js + Auth0 + Stripe, there's no system to re-engage them when they become inactive.

While Next.js + Clerk + Stripe integrates Stripe for billing, there's no automated system to enforce usage limits or prompt upgrades.

Users subscribe and use Next.js + Clerk + Stripe, but there's no system to detect churn risk or trigger re-engagement when activity drops.

While Next.js + Convex + Clerk handles authentication well, it's missing the critical Activation Loop that drives users to their first value moment.

The Next.js + Convex + Clerk setup works for onboarding, but there's no automated way to identify inactive users or celebrate engagement milestones.

Users sign up with Next.js + Convex + Clerk + Stripe, but then there's no system to identify when they complete their first meaningful action—like connecting their first integration.

Django + PostgreSQL + Stripe manages subscriptions well, but free users can access all features without hitting conversion triggers because usage isn't tracked.

Without activity monitoring in Django + PostgreSQL + Stripe, you can't detect dormant users or celebrate growth milestones that keep users engaged.

Free tier users in Django + Stripe apps often hit limits without any automated upgrade prompts or feature blocking.

Without activity monitoring in Django + Stripe, you can't detect dormant users or celebrate growth milestones that keep users engaged.

Express + MongoDB + Stripe handles billing correctly, but it doesn't monitor feature usage or trigger upgrade prompts when free users exceed limits.

Express + MongoDB + Stripe applications often see users complete setup but then disappear—there's no infrastructure to bring them back.

After users sign up with FastAPI + LangChain, there's no automated system to track their progress toward activation milestones.

FastAPI + LangChain excels at user management, but there's no built-in way to detect when users transition from 'registered' to 'activated.'

FastAPI + LangChain + PostgreSQL creates user sessions, but doesn't connect authentication events to growth automation workflows.

FastAPI + LangChain + PostgreSQL excels at user management, but there's no built-in way to detect when users transition from 'registered' to 'activated.'

Once users complete onboarding with FastAPI + LangChain + PostgreSQL, there's no system to re-engage them when they become inactive.

The standard Next.js + LangChain + Pinecone setup creates user accounts but lacks the infrastructure to detect and celebrate when users first achieve value.

While FastAPI + Railway + PostgreSQL manages user authentication, it misses the opportunity to automatically trigger workflows when users hit key milestones.

Once users complete onboarding with FastAPI + Railway + PostgreSQL, there's no system to re-engage them when they become inactive.

While Next.js + Railway + Supabase manages user authentication, it misses the opportunity to automatically trigger workflows when users hit key milestones.

Without activity monitoring in Next.js + Railway + Supabase, you can't detect dormant users or celebrate growth milestones that keep users engaged.

Next.js + Render + PostgreSQL excels at user management, but misses the opportunity to automatically trigger workflows when users hit key milestones.

Users subscribe and use Next.js + Render + PostgreSQL, but there's no system to detect churn risk or trigger re-engagement when activity drops.

The standard Next.js + Loops + Supabase setup creates user accounts but lacks the infrastructure to detect and celebrate when users first achieve value.

Users complete onboarding with Next.js + Loops + Supabase, but after the initial excitement fades, there's no system to detect when they stop engaging.

The standard Next.js + Resend + Clerk setup creates user accounts but lacks the infrastructure to detect and celebrate when users first achieve value.

After users sign up and start using Next.js + Resend + Clerk, there's no infrastructure to identify when they become inactive or celebrate growth milestones.

Next.js + Resend + Supabase excels at user management, but misses the opportunity to automatically trigger workflows when users hit key milestones.

Next.js + Supabase + Clerk + Stripe + Resend handles authentication well, but there's a critical gap: you can't automatically detect when a user transitions from 'signed up' to 'actually using your product.'

Users sign up with Next.js + Mixpanel + Supabase, but then there's no system to identify when they complete their first meaningful action—like uploading their first file.

Next.js + Mixpanel + Supabase handles the initial user journey well, but drops the ball on retention by not tracking user activity patterns.

Next.js + PostHog + Clerk applications typically get users signed up, but then leave them hanging without guidance to discover key features.

The Next.js + PostHog + Clerk architecture supports user onboarding but lacks behavioral tracking to identify when users need re-engagement.

After users sign up with Next.js + PostHog + Supabase, there's no automated system to track their progress toward activation milestones like sharing their first resource.

Once users complete onboarding with Next.js + PostHog + Supabase, there's no system to re-engage them when they become inactive.

While Aceternity offers a rich component library, there's no system to track component adoption and guide developers to discover more.

Aceternity handles authentication well, but there's a critical gap: you can't automatically detect when a user transitions from 'signed up' to 'actually using your product.'

Component library from Chakra UI is installed, but usage tracking shows most developers only use 20% of available components.

The standard Chakra UI setup creates user records, but lacks the infrastructure to detect value-achievement milestones.

Framer Motion handles authentication well, but there's a critical gap: you can't automatically detect when a user transitions from 'signed up' to 'actually using your product.'

Framer Motion provides UI components, but there's no automated system to help developers discover advanced components and best practices.