On the benchAI
AI & automation experiments
Practical experiments in how AI, automation and modern architecture can solve real problems — local language models, AI-assisted development and intelligent workflows. Curiosity, with a working prototype.
An ongoing lab for emerging technologies and their practical use.
Rather than treating AI as a novelty, these experiments ask how its capabilities fit into useful applications, operational workflows and digital products — and where their limits are.
Areas include local language models, AI-assisted development, intelligent automation, generative content and integrating machine-learning services into existing architectures.
Areas
- Local language models (Ollama, Qwen)
- AI-assisted software development
- Workflow automation and AI API integration
- Prompt engineering
- Machine-learning integration and tracking (MLflow)
- Turning ideas into working prototypes