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Startup Backend Is Slow – Django / FastAPI Performance Fix

Your startup backend is slow under load. We diagnose and fix performance issues in Django and FastAPI systems to improve response times, stability, and scalability without risky rewrites.

See How We Build for Complex Businesses

When the Backend Becomes the Bottleneck

Early-stage backends often work well with a small user base. As traffic grows, response times increase, APIs time out, and infrastructure costs rise without clear explanation. The product still functions, but performance quietly limits growth.

Our Django and FastAPI Performance Fix Service helps teams identify what is slowing the backend down and fix it safely, focusing on real production behavior rather than assumptions.

You keep shipping features. We make sure the backend can keep up.


Clear Signs of Backend Performance Problems

Teams usually notice:

  • Slow API responses under moderate load

  • Timeouts during peak usage

  • High database CPU or memory usage

  • Infrastructure costs increasing without scale

  • Performance issues appearing after new features

These are architecture and implementation issues, not framework limitations.


Why Django and FastAPI Backends Slow Down

In most cases, performance problems come from:

  • Inefficient database queries and N+1 patterns

  • Missing indexes and poor schema design

  • Heavy logic inside request cycles

  • Synchronous processing where async is needed

  • Lack of caching or incorrect cache usage

Fixing these delivers immediate impact.


Our Performance Fix Approach

We focus on measurable improvements, not theory.

Our process includes:

  • Profiling real production traffic

  • Identifying slow endpoints and queries

  • Reviewing ORM usage and query patterns

  • Optimizing API design and data flow

  • Introducing caching, async tasks, or queues where needed

Every change is validated against real metrics.


What We Optimize First

We prioritize areas with the highest return:

  • Critical user-facing APIs

  • Database queries and indexes

  • Background jobs and long-running tasks

  • Serialization and response payloads

  • Infrastructure configuration and scaling setup

This delivers visible performance gains quickly.


What We Avoid

To keep risk low, we do not:

  • Rewrite the backend unless absolutely necessary

  • Change frameworks without strong justification

  • Add complexity without clear benefit

  • Optimize prematurely or blindly

Performance work should simplify systems, not complicate them.


Typical Outcomes

Teams usually experience:

  • Faster API response times

  • Improved stability under load

  • Lower infrastructure costs

  • Better predictability during traffic spikes

  • Confidence to scale users and features

The backend stops being a growth blocker.


Who This Is For

  • Startups using Django or FastAPI

  • SaaS products experiencing growth pains

  • Teams preparing for funding or launch

  • Products with API-heavy architectures

  • Founders concerned about scalability


Engagement Model

  • Short performance assessment

  • Clear list of bottlenecks and fixes

  • Hands-on optimization and validation

  • Optional ongoing performance monitoring

You stay in control of scope and priorities.


Make Your Backend Fast and Reliable

If your Django or FastAPI backend feels slow or fragile, now is the right time to fix it.

Schedule a discovery call and we will help you restore performance and confidence in your backend.


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Frequently asked questions

Usually no. Most performance issues can be fixed within the existing architecture.

Yes. Optimizations are applied carefully and tested.

Behavior remains the same. Improvements happen internally.

Yes. We work with both extensively.

About PySquad

PySquad works with businesses that have outgrown simple tools. We design and build digital operations systems for marketplace, marina, logistics, aviation, ERP-driven, and regulated environments where clarity, control, and long-term stability matter.
Our focus is simple: make complex operations easier to manage, more reliable to run, and strong enough to scale.

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Share your details with us, and our team will get in touch within 24 hours to discuss your project and guide you through the next steps

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