Engineering notes
Notes on automation, AI, testing, and engineering systems.
A place for technical writing, product updates, and practical engineering notes from Lavaflows.
Jul 3, 2026
How AI can support engineering workflows
AI is most useful when it helps with structured analysis, review, and repetitive technical work.
AIEngineeringWorkflow
Read more →
Jul 2, 2026
Why web automation breaks in CI
Flaky web tests are usually a system design problem, not only a test code problem.
WebCIQuality
Read more →
Jul 1, 2026
How we approach embedded test automation
A practical view of building automation around devices, rigs, logs, and real engineering constraints.
AutomationEmbeddedTesting
Read more →