@kendeng

The Automatic Triage: How AI Automates Feedback for Indie Game Devs

Apr 13 · 3 min read · For indie game developers, player feedback from playtests is a goldmine. It’s also an overwhelming flood of raw data. Manually sifting through hundreds of comments to update your Game Design Document (GDD) and triage bugs is a massive time sink. This...

Navigating the Regulators: How AI Automates Catch Logs for NMFS, DFO, and EU Compliance

Apr 8 · 3 min read · For small-scale commercial fishermen, regulatory paperwork is a storm that never passes. Manually converting a day's work into the exact formats required by agencies like NOAA's NMFS (US), Canada's DFO, or the EU is tedious and error-prone. Artificia...

Training AI to Understand Visual Feedback: Moving Beyond Text-Only Parsing for Freelance Designers

Apr 8 · 3 min read · For freelance graphic designers, managing client revisions is a critical yet time-consuming task. Traditional project management tools often fall short because they parse only text, missing the crucial visual context of feedback. To automate this wor...

AI Automation for Niche Researchers: Automating Systematic Reviews with Open-Source Tools

Apr 7 · 3 min read · For niche academic researchers, conducting a systematic literature review is foundational, yet manually screening and extracting data from hundreds of PDFs is a monumental drain on time. AI automation, specifically using open-source libraries, can tr...

AI Automation for Micro-SaaS: How AI Can Automate Churn Analysis and Win-Back Drafts

Apr 6 · 3 min read · For Micro-SaaS founders, churn isn't just a metric; it's a direct signal of product-market fit erosion. Manually analyzing why users leave and crafting personalized win-back campaigns is unsustainable. This is where strategic AI automation transforms...