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Trustpilot's Engineering Principles

Breaking the Rules Remember that all principles are generally meant as rules of Trustpilot Tech. If a particular principles isn’t appropriate to your situation - escalate it to your manager to explore alternatives, but this shouldn’t be the norm. Always use your common sense and best judgement.

Code Review Everything

All production code must be reviewed, even the most trivial. Commits should be optimized for code reviews and tell a story. “Pre-review” your code before requesting a review from your peers. Review requests should be handled promptly. Pairing for infrastructure or configuration changes is recommended. While the reviewer’s input is welcomed, in the end the author decides what suggestions to implement.

We do this because we believe that code reviews are an imperative tool to ship quality code. This includes finding issues with the code, but also sharing alternative approaches and learning new practices. It is also great to share knowledge, so that always more than just one person knows what happened. Simple changes usually require very little reviewing effort so try to take “everything” literally. And even small changes can have very negative impacts.

Services First

If there are 3rd party services (SaaS) that solve a problem - or most of it, we prefer using those. If those services are not good enough - or too expensive, we will research and use appropriate open source libraries. Only if that option doesn’t exist either, we build it ourselves.

We do this because we don’t want to reinvent the wheel every time we need a new service or library - focusing on our core business. On top of that, those service providers are experts in their domain and their services are battle tested by multiple customers. We usually can’t outperform them on multiple levels (e.g. cost, features, quality, time to market). Consider extending an existing open source library before building it from scratch yourself if parts are missing.

Serverless First

If Serverless is not available or practical, containers are recommended. Virtual servers are considered legacy and should be avoided.

We do this because we strongly believe that Serverless (FaaS, BaaS, DBaaS) is the future of the cloud and we’d like to be on the forefront of that movement. Serverless might not necessarily be the right choice for everything today, but start your architecture discussions there. We’re in the process of fading out virtual servers and want to avoid creating new ones. The benefits of Serverless and containers over virtual servers are diverse: simplified and faster autoscaling, better service orchestration, reduction of cloud service costs, reduction of operational costs and modernizing our cloud stack.

Build smaller things

Generally consider making smaller rather than larger systems, services, repositories, etc.

When building small, the project is easier to reason about, and the responsibility of a service is more clearly defined. It is easier to fix bugs, and easier to deploy. Smaller systems allow quicker and easier learning and reasoning than larger, more complex systems. This opens up more opportunities for engineers to move between teams. Less knowledge accumulates in people's heads, reducing risk when they depart or take extended leave There can be overhead in making things too small, but we have found that it’s much easier to combine things that are too small than to split things that are too large. It is acceptable to have a context's services and projects spread over multiple repositories.

Encapsulate in contexts and expose APIs

We divide ownership into contexts. The context concept encapsulates one or more services that are closely connected. The context is also the boundary of data ownership. This means that only services inside the context can directly work with the data it owns. The context exposes REST APIs to be used by other contexts as well as our customers and third party services. For any API endpoint, consider first if it can be public, if not can it be private and only make it internal if none of the first two are possible.

We believe that the context concept gives a good abstraction level of coherent services, that allows for full ownership, while allowing ownership to change. At the same time it’s more practical than having individual services as the isolation level. By exposing REST APIs we allow other teams or third parties to interact with and combine our products in new and interesting ways. At the same time we retain control over the underlying data for flexibility of implementation and data storage.

Aim to Open Source

Always apply open source best practices to all repositories, public and private (Inner Source). That typically includes a clear documentation (README) and code that isn’t tightly coupled to anything internally. Consider which pieces could be pulled out and open sourced (e.g. a general purpose library without any dependencies is a prime candidate to be open source).

We do this because code written with open source in mind, is usually cleaner, better documented and not tightly coupled to anything internally. Generally it’s a good sanity check that we’re not doing anything too weird internally. Additionally, open source is a great recruiting tool for us to display our engineering culture.

Own Your Products

Take responsibility for your products, internal and external, their artifacts and their service quality. Ensure good observability of your products, know the state of your services and when they need attention. You are responsible for keeping the products healthy and for knowing what that takes.

We do this because the people that build the services know them best. We are responsible for what we produce and we're proud of the work we deliver. This includes code quality, testing, documentation, infrastructure, monitoring, alerting, availability, and disaster recovery.

Last reviewed: 2024-04-04


Trustpilot's Engineering Principles








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