6 Things Your AI Built That Will Break at Scale
Автор: endofcoding-dot-com
Загружено: 2026-03-02
Просмотров: 12
Описание:
Your AI-built app works great with 10 users. Here are 6 things that will break it at 1,000.
1. N+1 database queries — 100 users = 101 queries. Fix: batch with IN clause.
2. No pagination — SELECT * returns 10K rows. Fix: LIMIT + cursor pagination.
3. Client-side filtering — 2MB payload on mobile. Fix: server-side WHERE clause.
4. Unbounded file uploads — no size/type checks. Fix: whitelist + 10MB max.
5. Synchronous email — 4-second response time. Fix: queue + respond immediately.
6. No caching layer — every request hits the DB. Fix: Redis cache.
These 6 fixes take an hour. Finding them in production takes a weekend.
-- TIMESTAMPS --
0:00 - Works at 10 users, breaks at 1,000
0:04 - Issue 1: N+1 queries
0:15 - Issue 2: No pagination
0:25 - Issue 3: Client-side filtering
0:35 - Issue 4: Unbounded uploads
0:45 - Issue 5: Synchronous email
0:55 - Issue 6: No caching
1:05 - The takeaway
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