USE CASE:

DevOps companies and the hard part of engineering depth

Everything below is about one job: engineering depth for DevOps companies, done in a way that survives a list rather than a single lookup. Mamba Labs writes Apify actors for work like this, and GitHub Organization Signal Scanner is the one that reads DevOps companies.

The problem

DevOps companies and engineering depth: one at a time is fine, and a list of them is not. DevOps companies sell to a team that will build it themselves if you are not obviously cheaper, and engineering depth has to work around it. What catches people out on DevOps companies, engineering depth included: an open source alternative is always the real competitor, and it never shows up in a tech stack scan. There is 1 runnable example of engineering depth for DevOps companies below.

Traditional Search Tools

  • GitHub, for DevOps companies. Stars and issue volume tell you whether the free option is winning.
  • Their job board. Open engineering roles are the strongest available proxy and the listings are public. It tells you they are hiring engineers, not what those engineers do.
  • BuiltWith or Wappalyzer. Shows what the website runs on, which is adjacent and not the same. A custom stack hints at engineering, and plenty of engineering teams ship on off the shelf tooling.
  • Look for the public code. Search the company name on GitHub, check for a developer subdomain, read the engineering blog. Three minutes and the answer is usually obvious.

How we would run it

  1. Start with one of DevOps companies you already know, so a wrong engineering depth answer is obvious rather than plausible.
  2. Run GitHub Organization Signal Scanner across your list of DevOps companies, which carries 1 ready made setup for engineering depth.
  3. Read ten rows of engineering depth on DevOps companies by hand before you trust the rest of the list.

Mamba Labs Apify Actors

These are the actors we built for this job. If yours is not covered here, search from the bar at the top of the page or contact us here and tell us what you need.