Will vs Technology

Where I, William Rudenmalm, document my quixotic struggle against technology.

Picking a Tech Stack - Part 1 identifying the must-have criteria

One of the first things that you have to do when embarking on a new project is choosing the set of technologies - the tech stack - that you will be using.

There are many ways of going about this and it seems everyone has their own approach. At its eseence it is the circumstances that decide the tech-stack, however this doesn't mean that there are solutions that are more or less appropriate. At the same time, we must acknowledge the limited impact of the choice of tech stacks, many startups succeed despite of a poor choice of tech stacks and very few fail because of a poor choice of tech stacks.

To properly evaluate possible tech stacks we must first determine the criteria. A simple division of our criteria is dividing into properties which the tech stack must have and ones which we think are advantageous. In this division we must be careful to only consider as musts criterias which are truly deal breakers, during the initial phase of the project. Twitter was famously written in Ruby and they were able to scale it for a long time before having to switch to a more performant platform. This, of course, is not to say that there aren't must-criteria which are present on day one, a video chat product may have low-latency as its primary selling point, in which case the choice of tech stacks must accommodate this. One must criteria that always exists however is that the initial team must be proficient or have a clear road to proficinecy with a given technology, choosing only technologies where this is the case, obvious as it may seem, is a challenge for many teams.

To proceed we must create a list of must criteria that we then can match tech-stacks against. A good starting point for such a list can be found below, but you will need to extend it to fit your particular needs.

  • Latency
    • Do we need to guarantee responses within 25 ms (exclusive of network latency) 99% of the time.
    • Is 250 ms network latency in some locations unacceptable latency?
      • Yes, but only for the website: Use a static website host with a global CDN (e.g. Cloudflare or Netlify)
      • Yes, for the application itself: Low latency is a required property of your tech-stack.
  • Capacity
    • Is your total data size greater than 1 TB?
      • Yes, but only because of user uploads: Use S3 or a similar service to store uploads.
      • Yes: Your tech-stack must be able to accomodate large amounts of data.
  • Throughput
    • Does your application need to perform more than 100 tasks per second?
      • Yes: Your tech-stack must be able to handle large amounts of work.
  • Deployability
    • Is your application deployed in a non-standard way (on prem/airgapped networks)?
      • Yes: Special care needs to be taken that your application can be deployed
    • Do you envision using technologies that have non-standard licences?
      • Yes: Ensure that the way you're deployment model is consistent and affordable given the licence
    • From the perspective of user privacy and related regulation, do you envision processing user data in non standard way?
      • Yes: Read the section on deployability.
  • Proficiency
    • Do you know the technology already?
      • No and it is unclear how I will learn it: Avoid the technology, perhaps introducing it a later point once you know it.
      • No, but it is easy to learn adapt to: Ensure there is a way to proficinecy for the technology.
  • Other: If you have any specific requirements that don't fit within the framework list them here.

It might well be the case that you didn't end up with any must-criteria using the questions above. This is normal and good even we must keep from imagining and predicting requirements that aren't actually there for the initial phase of the company. Indeed this should be our focus.

Now with our list of must-criteria in hand we are able to start considering how to score different technologies against our questions.

A picture of William Rudenmalm

William Rudenmalm

Technologist at Sobel Software Research

William Rudenmalm is a european technologist passionate about the next big thing and the people building it. William is particularly interested in scaling engineering organizations and navigating trade offs of architecture and velocity. In the field of computer science, his expertise lies in distributed systems, scalability and machine learning. Among the technologies William is particularly excited about are Kubernetes, Rust, nats, Kafka and neo4j.