BioCyclic Wins at HackAmerica 🌍♻️
I’m excited to share that BioCyclic was selected as a winning project at HackAmerica. BioCyclic started with a question: What if waste wasn’t the end …
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The Illusion of Scale, Part 5: The System That Outlives the Team
A few years ago I built an electronic search warrant system for a state law enforcement agency. Paper process, courthouse logistics, hours of waiting …
The "Audit Trail" Pattern: Architecture for Immutable Sustainability Data
In standard CRUD apps, if a user updates their profile name, you overwrite the database row. No big deal. But in CSRD (Corporate Sustainability Report…
Sustainable AI Starts with Efficient AI
AI is no longer a side experiment. It is already part of products, workflows, and day-to-day operations. So the question is not whether companies shou…
EU Digital Product Passports in 2026: A Developer's Implementation Guide
The EU's Digital Product Passport (DPP) requirement is moving from regulatory text to technical reality. Under the Ecodesign for Sustainable Products …
I built a carbon linter for Terraform PRs — here's the full stack
Most cloud sustainability tools are built for sustainability officers. They pull three-month-old billing data, run it through a proprietary model, and…
How to Actually Measure Your AI Workload's Water and Energy Footprint
Your team just shipped an ML inference endpoint. Stakeholders are asking uncomfortable questions about environmental impact. Someone forwards a scary …