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 "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…
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 …