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Managing a fintech that earned more than R$9.6 million in just 30 days brings a series of complex challenges. For those on the technical side, especially as senior developers, each day is marked by decisions that can profoundly impact the company. When we are working with a stack composed of NestJS, Redis, PostgreSQL and NextJS, the focus is always on ensuring that the system is scalable, performant and secure, but the reality goes far beyond choosing good tools.
In an environment where millions of reais are moved, the margin for error is practically non-existent. Every small technical decision, whether in architecture or in the implementation of a new functionality, can directly affect the business and, consequently, customers and partners. The pressure to ensure all transactions are processed correctly, without fail, is constant. A simple error, such as a poorly optimized query or incorrect cache configuration, can mean considerable losses.
NestJS, being modular and efficient, helps with code organization, but the pressure of keeping everything running flawlessly leads to an extremely careful approach to each new deployment. Each line of code undergoes rigorous reviews and automated testing before being applied, ensuring there is no impact on transactions.
Real-time monitoring is another crucial factor in ensuring fintech operates efficiently. Tools like Sentry for capturing errors and Grafana for performance metrics are essential in everyday life. They allow us to have a detailed view of how the system is behaving and detect potential failures before they cause a bigger problem.
The use of Redis for processing queues and caching is strategic to deal with the high volume of transactions. It helps ease the load on the database and distributes event processing efficiently, but the technical team needs to be constantly vigilant to ensure that no transaction queues get stuck, as this can directly affect the users' experience and cause long delays. .
Maintaining the scalability of a system that processes millions of reais requires a well-planned architecture. PostgreSQL, the database we use, requires continuous optimizations, such as table partitioning and well-defined indexes, to handle the growing volume of data without compromising the performance. Each query needs to be optimized, and backup routines are constant to avoid any data loss.
The combination of NestJS and PostgreSQL allows the backend structure to be scalable, but ensuring data consistency in complex financial transactions is a constant challenge. We need to deal with competitive scenarios and distributed transactions, which makes development even more challenging.
The frontend, developed with NextJS, needs to be fast and intuitive, providing real-time dashboards that show critical financial data for customers. User experience is key, and the use of SSR (server-side rendering) in NextJS helps ensure a fast interface, even with a high volume of data being exchanged between the frontend and backend.
In the fintech environment, making quick decisions is part of everyday life. When a problem is detected, there is no time for much deliberation. Action must be taken immediately to mitigate the damage. A simple downtime of minutes can have a direct impact on customers' finances and undermine trust in the platform. Therefore, we have strict protocols to deal with failures, including deployment rollback and immediate recovery procedures.
Having alerts configured to monitor API performance and possible bottlenecks is essential. If an endpoint starts to have problems, we receive instant notifications and often have to resolve the issue in a matter of minutes, or even seconds.
大量の財務処理と、プラットフォームの効率的な運用を維持するという絶え間ないプレッシャーに対処するのは、骨の折れる作業です。ただし、チームの過度の燃え尽き症候群を避けるためには、生産性と生活の質のバランスを維持することが不可欠です。チーム間のコラボレーションは基本であり、私たちは困難を共有し、一緒に解決する相互サポートの文化を持つことを目指しています。
当社のような大きな収益を上げているフィンテックを管理するには、高度な技術スキルだけでなく、プレッシャーに対処し、迅速に意思決定を下すための強力な能力も必要です。 NestJS、Redis、PostgreSQL、NextJS で構成されるスタックにより、堅牢でスケーラブルなアーキテクチャを作成できますが、保守の責任は負う必要があります。すべてを完璧に実行することは、常に課題です。結局のところ、私たちが成長と革新を続けながら、何千人ものユーザーの経済生活を楽にする信頼性の高いプラットフォームを構築していることを知ることが得られるのです。
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