Articles
Descarty on AI and business automation, from the practical side.
- Check the terms before you automate a websiteWhy and how to check that a web service's terms allow automated access before you automate work with RPA or AI, with REINS, shipping, and job board cases.
- How to migrate off RPA: from bot inventory to PoCWhere to start when RPA maintenance gets out of hand: bot inventory, sorting bots to keep, replace, or move, PoC selection, success criteria, and cutover.
- Why RPA bots break when screens changeWhy RPA bots stop when web system screens change: five causes, and how to design automation that stops less often and can be fixed when it does.
- Darwin Gödel Machine: how self-improving AI worksHow the self-improving Darwin Gödel Machine works, based on its paper: empirical validation, open-ended search, safety, and business workflow automation.
- Agentic workflows: a breakthrough in automation?What agentic workflows are, how they differ from RPA and workflow engines, how to use them, and how automating thinking changes the way work is designed.
- Vibe coding: challenges and how to use it wellThe maintenance and operations challenges of vibe coding, and how to use it correctly to bring AI-generated code up to production quality.
- Deploying a small Japanese LLM on Cloud RunHow to deploy the small Japanese language model TinySwallow 1.5B on Cloud Run with Go and build a cost-efficient, practical web application.
- Advantages of local generative AI for enterprisesAs cloud AI becomes the norm, this article examines the advantages of running generative AI models locally and how they reshape enterprise AI strategy.