Complete1 part
Context Transforms Data Into Decisions
Why the right AC temperature is never a fixed number - it depends on where you are, what's happening outside, and what your walls are soaking up
Last updated: 25 Feb 2026
[ESSAYS]
Thinking in Systems
Technical essays documenting design decisions, problem-solving approaches, and lessons learned while building real-world infrastructure systems.
In Progress1 part
Building Appliance Intelligence: Beyond Energy Monitoring
Why electrical and thermal behavior reveals more than energy consumption alone
Last updated: 14 Jan 2026
Coming Soon
Why most infrastructure tech fails after pilots
On the gap between proof-of-concepts and systems that survive in production.
Data is cheap. Reliability isn't.
Why most engineering effort is misallocated toward features instead of foundations.
Why dashboards don't change behaviour
Observability is necessary — but not sufficient — for better decisions.