Good systems.
The right tools.
Full-stack engineering, from interface to infrastructure.
A practical stack for building, testing and delivering the whole feature.
Frontend engineering
06Interfaces, application state and complete user journeys.
- React
- Next.js
- Redux
- HTMX
- Tailwind
- SASS
Backend engineering
07APIs, business rules, async workers and data workflows.
- Django
- FastAPI
- Celery
- Pandas
- pytest
- Jupyter
- OpenAI API
Data & infrastructure
07Databases, containers and the cloud services behind a release.
- AWS
- Azure
- Docker
- PostgreSQL
- SQL
- Redis
- Linux
Testing & quality
04Check the API, the worker and the user journey together.
- pytest
- Playwright
- Postman
- Insomnia
Observability
05Trace failures across the interface, worker and integration.
- Sentry
- Datadog
- Grafana
- Langfuse
- Flower
Languages & workflow
09Python, TypeScript and the tools for planning and shipping work.
- Python
- TypeScript
- JavaScript
- VSC
- Git
- GitHub
- Jira
- Confluence
- Claude
CONNECTING THE DOTS
AI, connected to the product.
Retrieval, embeddings and model APIs built into usable workflows.
- pgvector
- sentence-transformers
- RAG
- LLM API Integration
- Agentic Pipelines
- Vision-Language Models