Human-Governed AI for Real-World Software.
At HUG AI, we believe in building AI-powered software with structure, ethics, and human oversight. We help organizations move faster without losing control — combining intelligent agents, explainable tooling, and a robust methodology that puts people at the center.
This .github repository is our public handshake: it contains the shared principles, workflows, and community standards that power every repo in the org.
- Governed AI Development: Every AI output is auditable, reversible, and approved by humans.
- Open Methodology: Our HUG AI Development Lifecycle is designed to scale from startups to enterprises.
- Composable AI Agents: Each agent does one thing well — planning, testing, documenting, and more — all orchestrated in clear pipelines.
- Responsible Automation: We care about security, compliance, and fairness. Model decisions are traceable and validated.
Every repository under this organization follows shared governance:
- CI/CD Pipelines with automated tests, audits, and rollbacks
- Issue and PR Templates to guide structured collaboration
- Security and Compliance Policies aligned with GDPR, SOC2, and ethical AI guidelines
- Human + AI Development: Developers and agents work together across planning, coding, testing, and maintenance
Want to see it in action? Explore our Case Studies.
- hugai.dev – full methodology & documentation
- AI Development Lifecycle
- Agents
- Tooling & Infrastructure
This entire methodology was sparked by a Shakira lyric:
“Se me acaba el argumento y la metodología…”
So we decided to write one — with rhythm, rigor, and governance.
If you believe AI should be powerful and principled, we’d love to collaborate.
Build with us. Govern with us. Improve the future with us.
