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4km.ai

4km consulting

Delivery systems you can prove.

We help engineering teams measure delivery, isolate the bottleneck, and ship targeted platform fixes with evidence attached.

Baseline first

DORA and flow data

We start by measuring deploy frequency, lead time, MTTR, and change-failure signals before proposing fixes.

Evidence trail

Commits, runbooks, dashboards

Recommendations map back to observable pipeline behavior, not vague maturity language.

Operator scope

Days, not quarters

Engagements are shaped around a small number of systems that can be improved and verified quickly.

Public work

Open artifacts beat vague claims.

Published tool

sindri

A Claude Code optimization plugin for bounded, target-driven improvement loops. It is the same kind of measurable operating pattern we bring to delivery systems.