Manual Testing Only
Zero automated tests. The team has no idea where to start and the codebase was not designed for testability.
9 minute read
Zero automated tests. The team has no idea where to start and the codebase was not designed for testability.
9 minute read
Builds and deployments are manual processes. Someone runs a script on their laptop. There is no automated path from commit to production.
11 minute read
The build is automated but deployment is not. Someone must SSH into servers, run scripts, and shepherd each release to production by hand.
11 minute read
Each environment is hand-configured and unique. Nobody knows exactly what is running where. Configuration drift is constant.
9 minute read
The team cannot tell if a deployment is healthy. No metrics, no log aggregation, no tracing. Issues are discovered when customers call support.
9 minute read
Manual committee approval required for every production change. Meetings are weekly. One-line fixes wait alongside major migrations.
10 minute read
The team adopted microservices without a problem that required them. The architecture may be correctly decomposed, but the operational cost far exceeds any benefit.
7 minute read
Services exist but the boundaries are wrong. Every business operation requires a synchronous chain across multiple services, and nothing can be deployed independently.
8 minute read
Changes cannot go to production until multiple services are deployed in a specific order during a coordinated release window.
4 minute read
Production deployments cause anxiety because they frequently fail. The team delays deployments, which increases batch size, which increases risk.
4 minute read
Deploying happens monthly, quarterly, or less. Each release is a large, risky event that requires war rooms and weekend work.
3 minute read
CI/CD pipelines take 30 minutes or more. Developers stop waiting and lose the feedback loop.
3 minute read
Deployments pass every pre-production check but break when they reach production.
3 minute read