# AI engineering

OpenAI and Claude APIs, RAG, agents and MCP, with token and cost controls that keep AI spend flat.

## Projects

- [AI form builder](https://venuspaneliya.com/work/ai-form-builder/): Forms in seconds, not minutes

## Notes

- [Everyone’s adding AI features. Few users asked.](https://venuspaneliya.com/writing/adding-ai-features-few-users-asked/)
- [Fix the foundation before you add AI](https://venuspaneliya.com/writing/fix-the-foundation-before-ai/)
- [Will AI replace developers? Wrong question.](https://venuspaneliya.com/writing/ai-will-not-replace-judgment/)
- [Can you say what AI does for your users in one sentence?](https://venuspaneliya.com/writing/add-ai-in-one-sentence/)