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  1. Home
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  3. /Fix 504 Timeouts, Database Bottlenecks, and High Server Bills in 72 Hours.

Rescue service · 2-hour SLA · NDA protected

Fix 504 Timeouts, Database Bottlenecks, and High Server Bills in 72 Hours.

Traffic spiked from Product Hunt or a newsletter, and your database locked up at 100% CPU. Next.js serverless functions are timing out at 504 Gateway Timeout. We diagnose query bottlenecks, fix connection pool exhaustion, and stabilize performance in 72 hours.

Request 2-Hour TriageWhatsApp lead engineer (opens in a new tab)

Senior full-stack engineer reviews within 2 business hours · 100% bilateral NDA

Emergency triage

A senior full-stack engineer reviews your error log or repository within 2 business hours.

Typical timeline
24h – 14 days
Typical team
Senior Tech Lead
Delivery guarantee
2h SLA · Strict NDA

Real breakdown trace and root cause

vercel-production — 504 gateway timeout & connection exhaustion
$vercel logs --scope saas-app --status 504
[GET] /api/dashboard 504 Gateway Timeout (Execution timed out after 30.00s)
FATAL: remaining connection slots are reserved for non-replication superuser connections
PrismaClientInitializationError: Timed out fetching a new connection from the connection pool.
Postgres RDS db.t3.medium: CPU 99.8% | IOPS Exhaustion | Active Queries: 120 (sequential table scans)
Slow Query: SELECT * FROM activities ORDER BY created_at DESC (Duration: 18,420ms)
Unindexed full table scans, serverless database connection exhaustion, and 30-second function timeouts under user load.

2-hour response SLA · Senior engineers · Bilateral NDA protected

Emergency codebase and error triage

Paste your terminal trace, error log, or GitHub repo. A senior full-stack engineer will review the root cause and send you an actionable diagnosis within 2 business hours.

Protected by bilateral NDA. Access can be read-only.
We will reply with a technical breakdown in < 2h.
Instant WhatsApp triage (opens in a new tab)

Strict bilateral NDA · 100% IP confidentiality · No sales reps, direct senior engineering review

Scope you can verify before we start

Backend performance optimization deliverables:

Good fit if

Founders experiencing slow page loads (>3 seconds), crashing databases, high Vercel/AWS hosting bills, or 504 timeouts during peak usage.

  1. 1

    Connection Pool & PgBouncer Configuration

    Eliminating Postgres connection exhaustion by implementing connection poolers (PgBouncer, Supabase Pooler, AWS RDS Proxy).

  2. 2

    Query Indexing & N+1 Elimination

    Inspecting pg_stat_statements to add missing composite indexes, optimize joins, and eliminate N+1 Prisma/TypeORM queries.

  3. 3

    Redis Caching & Edge Invalidation

    Offloading 85%+ of repetitive database reads with low-latency Redis/Upstash caching and targeted invalidation tags.

  4. 4

    Serverless Function & Cold Start Tuning

    Reducing bundle size, trimming heavy dependencies, and optimizing dynamic vs cached route handlers.

Predictable engineering momentum

  1. 01

    2-Hour Forensic Audit

    We pull your repository under strict bilateral NDA, reproduce the failure locally, and identify the root cause within 2 hours.

  2. 02

    Immediate Stabilization Patch

    We deploy an emergency hotfix to stop data leakage, 500 errors, or crashes so your users and demo remain safe.

  3. 03

    Architecture & Security Hardening

    Senior engineers refactor brittle state, database schemas, and API contracts to prevent regressions.

  4. 04

    Verification & Clean Handoff

    Automated test suites, complete runbook documentation, and 30 days of post-launch warranty with 100% code ownership.

Technologies we use for fix 504 timeouts, database bottlenecks, and high server bills in 72 hours.

  • PostgreSQL
  • Redis
  • PgBouncer
  • Next.js
  • Prisma
  • AWS RDS
  • Supabase
  • Vercel

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All services

Frequently asked questions

Questions we hear on discovery calls—answered plainly.

Why does Next.js serverless crash our PostgreSQL database?

Serverless functions scale horizontally by creating a new server instance per concurrent request. If 200 visitors land at once, 200 separate database connections open simultaneously, crashing Postgres without a connection pooler.

How much performance improvement can we expect?

In our production optimizations (e.g., HealthyOme real-time dispatch and Vertex CRM), we routinely reduce query latency from 3,500ms down to under 80ms and drop CPU utilization from 95% to under 20%.

Will this require migrating to a larger, more expensive database tier?

Almost never. In 95% of cases, poor indexing and missing connection pooling are the culprits. Proper indexing allows modest $25-$50/month database instances to effortlessly handle hundreds of thousands of daily requests.

Can you help lower our Vercel or AWS cloud bills?

Yes. By eliminating runaway serverless invocation loops, caching dynamic queries at the edge, and optimizing image delivery, we often reduce monthly cloud bills by 40% to 70%.

Related services and resources

Hub: saas-backend-performance-optimization. Explore the spokes and downloads buyers use before signing scope.

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Guides, audits and templates

  • All servicesHub
  • Case studiesHub

Need immediate rescue for your codebase?

Send your error log or GitHub repo. A senior full-stack engineer will review under bilateral NDA and reply in 2 business hours.

Request Emergency TriageSenior engineer reviews in < 2h · NDA guaranteed.