Workstation Essentials
Primary day-to-day hardware and productivity tools that keep planning, writing, and fast code loops running smoothly.
Toolstack
Explore the services, frameworks, and integrations I use to ship data-intensive products—from orchestration and analytics to automation and content operations.
This is a static, curated overview of the platforms and tools I rely on day to day. I keep it updated as my stack evolves—what works for data pipelines, workflow automation, web development, and collaboration. The goal is transparency: if you're wondering how I build things, here's the foundation.
For data and analytics, I use cloud-native platforms like Snowflake and Databricks alongside orchestration tools such as Mage AI and Apache Kafka. For automation, n8n handles workflow orchestration while OpenClaw, LiteLLM, and various LLM APIs power AI agents when appropriate. On the web side, Astro, TypeScript, and React form the core of static and dynamic sites. Infrastructure runs on Hetzner, Coolify, and Cloudflare where self-hosting makes sense. Each category below links to the official product pages for deeper exploration.
This list reflects what I use in production today; new tools are added as they earn a place in active projects.
Data & Analytics Tools
Data platforms, pipelines, and tooling powering lakehouse workloads, real-time streams, and analytics delivery.
Automation & Intelligence
The AI and automation stack connecting orchestration, API testing, and decision support.
Low-Code Platforms
Rapid delivery platforms for assembling internal tools and business apps with minimal custom code.
Operations & Observability
Deployment, monitoring, and infrastructure layers keeping releases fast, reliable, and observable.
Collaboration & Experience
Communication, research, and feedback surfaces that keep teams aligned and customers centered.
Zero Human Orchestration
Tools built for autonomous operation — agents and systems that run, decide, and act without a human in the loop.
