About
Measure, understand, then engineer.
Lightcurve takes its name from astronomy, where a light curve records how the brightness of an object changes over time. It is one of the simplest tools in science, and one of the most revealing.
The scientific method
Evidence, applied to software.
Science doesn’t start with answers. It starts with careful observation, a testable idea, and the discipline to let the evidence decide. A single light curve can confirm a theory or overturn it.
We work the same way. Before changing a system, we observe how it really behaves. We form a clear hypothesis about what will improve it, measure the result, and refine until the data agrees.
Observe
Instrument the system and gather real data before drawing conclusions.
Hypothesise
State what we expect a change to achieve, and how we’ll know.
Measure
Test under realistic conditions, with load tests, telemetry and reviews.
Refine
Keep what the evidence supports, discard what it doesn’t, and repeat.
Founder
Who you’ll be working with.

David Byrne
Founder & Principal Engineer
- GitHub
- Personal site
[Founder bio — 2–3 short paragraphs covering background, the kind of work you enjoy, and how you work with clients.]
Experience highlights
- 12+ years across software engineering, development management and technical leadership
- Led delivery from small squads to multiple teams of 40–50 engineers
- Cloud, DevOps and CI/CD platform engineering on Azure and AWS
- Sector experience: pharmaceuticals, education technology (AI voice recognition), travel and education
Certifications
- AWS Certified Cloud Practitioner, AWS
- Professional Scrum Master I, Scrum.org
- SAFe 5 Practitioner, Scaled Agile
- SAFe Advanced Scrum Master, Scaled Agile
Education
- MSc, Astrophysics — spectroscopy and gamma-ray bursts