Designing Maintainable GitHub Actions Workflows
GitHub Actions workflows can quickly become complex, so it’s crucial to make them modular, reusable, and secure. In practice, this means breaking down your CI/CD Pipelines into shared, parameterized components and treating workflow files as code. Below is a pre-final draft outline, blending industry best practices and academic insights, with human-friendly explanations and examples. Modular […]
From CRUD to CQRS: Transitioning a Django Monolith into Event-Driven Application Architecture
The growth of any successful application inevitably brings both excitement and architectural challenges. For many Django developers, the journey often begins with a comfortable CRUD (Create, Read, Update, Delete) monolith. It’s simple, efficient, and gets the job done. But as traffic surges and features multiply, the tightly coupled nature of CRUD can start to show […]
Laravel 11 Performance Deep Dive: Queues, Jobs, and Horizon for High-Traffic APIs
Modern APIs are no longer simple data providers. They orchestrate business workflows, trigger AI pipelines, integrate with multiple third-party platforms, and serve users across geographies in real time. In this environment, performance is not an optimization—it is a requirement. At Brigita, where we engineer Generative AI platforms, Cloud solutions, and enterprise systems, we treat backend […]
Streaming and Partial Prerendering in React
Modern React applications are rarely slow because they render too much HTML. They’re slow because different parts of the page depend on data that becomes available at different times. Traditional Server-Side Rendering treats all of that data as a single blocking step, even when large portions of the UI could be shown much earlier. This […]
Isolates & Background Workers in Flutter: Managing Concurrency for API-Heavy Apps
As Flutter apps grow in complexity, they often need to handle multiple tasks at the same time — API calls, data parsing, file processing, and background sync. If not managed properly, these operations can slow down the UI or even cause app freezes. This is where Isolates and Background Workers play a crucial role. They […]
Alerting Strategy in Grafana: Burn-Rates, Quiet Windows & Feature-Flagged Notifications
If you’ve ever been on call for a production system, you know a harsh truth: most alerts are useless—not because systems are fine, but because the alerts are wrong. Teams often start with simple thresholds like CPU > 80% or error rate > 5%. At first, it works, but as systems grow, alerts become noisy, […]
Multi-Tenant SaaS on Django: Row-Level Security and Sharded Schemas
Multi-tenancy is a core architectural requirement for modern SaaS platforms. As applications scale to serve multiple customers from a single codebase, ensuring secure data isolation, scalability, and operational efficiency becomes critical. Django, with its mature ORM, middleware support, and extensible database layer, provides strong foundations for building multi-tenant systems when the right architectural patterns are […]
Designing Maintainable GitHub Actions Workflows: Modularity, Reuse, and Marketplace Actions
In the early stages of a software project, automation feels like a superpower. A few lines of YAML can automatically test, build, and deploy code within minutes. However, as teams scale and microservices multiply, this initial simplicity often turns into a maintenance challenge. Many engineering teams—especially fast-growing ones—struggle with what is commonly known as YAML […]
Flutter Apps in Production: Structuring API Calls, Error Handling, and Caching
Building a Flutter app is one thing — running it reliably in production is another. Once real users, real data, and real network issues come into play, app stability becomes critical. To ensure smooth performance, Flutter apps in production must be built with clean API structures, robust error handling, and efficient caching strategies. These elements […]
API Response Normalization for Angular Interceptors and Reactive Forms
Backend APIs evolve. Teams add fields, rename properties, ship partial responses, or wrap payloads in different envelopes depending on the endpoint. In a small app, you can “just handle it in the component.” In a real Angular codebase, that approach quietly becomes a tax you pay forever: every screen ends up with defensive checks, one-off […]