A lot of engineering work doesn't count as "building features" but has to happen before you can build features at any speed. Scaffolding a new service is squarely that: getting it from its initial template state into something actually deployable and maintainable.
From template to real service
We use an internal template to bootstrap new services. It gives you a working skeleton with the right structure, dependencies, and config patterns already in place. The catch comes afterwards. Once you've created a service from the template, there's a round of housekeeping to strip out the template's own identity and replace it with the new service's: config references, package names, internal identifiers, anything still pointing at the template rather than the service.
It's an hour's work and it matters. Leave a stale reference in the wrong place and you get subtle failures downstream. The wrong image gets pulled, metrics report under the wrong service name, alerts go nowhere because the routing rules don't recognise the identifier. Getting it right upfront is cheaper than tracking it down later.
Wiring into the deployment pipeline
A service isn't real until it's in the deployment pipeline. We use GitOps-managed configuration to define what runs in each environment, so adding a service means updating those definitions: registering it, updating the exclusion lists that gate which services deploy where, and making sure the non-production infrastructure knows it exists.
This looks like configuration editing, but it's closer to integration work. You're establishing the contracts between the service and the infrastructure that runs it. Get it in place and deployments become routine. Skip it and every deployment needs manual intervention.
Getting dependency management right from the start
We also set up the service's automated dependency updates properly from day one: finer-grained grouping aligned to upstream release cadences instead of one coarse batch, plus a first pass to clear the initial upgrade backlog before it builds up. The reasoning behind that grouping is worth a post of its own. The point here is that it's far cheaper to establish on a new service than to retrofit onto an old one.
Why scaffolding quality compounds
A service that's wired into the pipeline, has sensible dependency automation, and starts with clean configuration is one where future changes land quickly. One that's bootstrapped in a hurry, with stale references and manual deployment steps, picks up friction with every change. It's dull work. The alternative is treating it as someone else's problem to fix later, which usually means it never gets fixed at all.