12 AM Labs.
Startups

Product Modernization

Improve, rebuild or scale an existing product.

TimelineAssessment in 1–2 weeks, then staged delivery
Typical stackTypeScript · Node.js · PostgreSQL · Docker · Terraform · AWS
Built forStartups
delivery pipeline
COMMIT12sTEST1m 40sBUILD2m 05sSTAGE18sDEPLOYMAIN · AUTOMATED GATES
FIG. 01Product Modernization — representative interface
The situation

Products slow down for reasons that are diagnosable. We start with an honest assessment of the codebase and infrastructure, then modernise in stages that keep the product running the entire time.

Does this sound familiar?

  • Shipping has gotten slower every quarter.
  • The system falls over at predictable moments.
  • The original team has moved on and nobody fully understands the code.
  • A rewrite has been proposed and you are not sure it is the right call.
What gets built

The system, module by module

01

Codebase, architecture and infrastructure assessment

02

Prioritised modernisation roadmap with risk per step

03

Incremental refactoring under test coverage

04

Strangler-pattern migration away from legacy components

05

Performance profiling and database optimisation

06

Framework, runtime and dependency upgrades

07

Test and CI/CD introduction where none exists

What changes for the business
  • Delivery speed recovers without a full rewrite
  • Failures become rare and diagnosable
  • New engineers become productive in days, not months
What you receive
  • Written technical assessment with findings and priorities
  • Staged modernisation executed against the roadmap
  • Test coverage and deployment automation
Delivered the same way every timeUnderstand · Define · Design · Build · Launch · Grow
Often built alongside this
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