Project Log: The “Floor-Pot” Coffee Monitor

Coffee Plant OpenCV

Date: February 24, 2026 Status: Phase 1 (Core Vision & Logic) Complete 1. The Vision The goal is to monitor the growth and health of coffee trees planted directly into a “large pot” floor setup. Unlike traditional grow-ops, this system uses a top-down computer vision approach to track the canopy spread and leaf health of… Continue reading Project Log: The “Floor-Pot” Coffee Monitor

🏗️ Data Redacted: Building a Zero-Knowledge Opt-Out Bot

Data Redacted Visual Plan

🛡️ 1. The “Vault” Decision (Server-Side over Client-Side) We decided to move all processing to the Server-Side (PHP on Namecheap). ⚖️ 2. Radical Data Minimization (Scrubbing the SSN) We confirmed that SSNs are officially out of scope. 🔎 3. Cursory Pre-Checking (The Email “Probe”) Before launching a full-scale redact, we will script the bot to… Continue reading 🏗️ Data Redacted: Building a Zero-Knowledge Opt-Out Bot