Teckwaves

Engineering Notes: Shipping Fast Without Breaking Prod

Engineering
Teckwaves Team
#engineering #devops #reliability

The small set of engineering habits that let a tiny team ship multiple products a week without turning weekends into incident calls.

You don't need a platform team to ship fast. You need a handful of habits applied ruthlessly.

Habits

  • Feature flags for anything user-visible
  • Migrations reversible by default
  • Every background job idempotent
  • Logs structured, boring, and searchable
  • Alerts that page only when a human must act

None of this is new. What's new is applying it before you have the problem — not after.


Related posts

Will AI Agents Replace CI/CD Pipelines — Or Work Alongside Them?

CI/CD pipelines are deterministic. AI agents can reason. Do we still need pipelines when agents can choose what to run and triage failures — or is determinism the one thing agents can't replace?

April 18, 2026