Hands-on CTO · Evidence
Selected projects, open-source components and field reports. The choices, trade-offs and limitations matter more than a catalogue of technologies.
The problem, the approach and what actually exists. No invented client success stories.
Production
Problem faced :Teams deploy on Kubernetes without reliable visibility on external dependencies or comparable signals across vendors.
Approach : Expose actionable signals without imposing a new data model
Hands-on CTO · Evidence
Two field reports where an established approach was challenged with the teams, under real constraints.
Field report · Observability
Instrumenting a long-lived system without turning the work into a broad rewrite.
Read the field report (FR)Field report · Engineering
Shortening the feedback loop while retaining merge quality gates.
Read the field report (FR)These articles describe experiments and their limits, not guaranteed outcomes.
If one of these choices speaks to your situation, start with the problem before assuming the solution.