Pipeline Punks
Systems, not slides.
Documentation-driven technical education for building real data, automation, and AI systems. We teach you to build and ship, not just learn and forget.
What We Believe
Learning by Doing
The best way to learn is to build. Every piece of content leads to something you can ship. No slides, no passive consumption - just hands-on building.
Documentation First
Real systems have real documentation. We teach you to document as you build, creating maintainable systems that others can understand and extend.
Real Code, Real Problems
No toy examples. Every project solves an actual business problem. Fork it, adapt it, deploy it - these are tools you can use today.
Builders Helping Builders
Our community is for people who ship. No performative participation required - just builders helping other builders solve real problems.
Learning Tracks
Choose how you want to learn. From self-paced reference materials to intensive cohort programs.
Dropouts
Reference implementations, patterns, and modules ready to fork and adapt. Real code for real problems.
- Battle-tested patterns
- Fork-ready repos
- No fluff documentation
Structured Labs
Self-paced challenges with real requirements and tests. Build at your own speed with clear objectives.
- Real-world scenarios
- Automated testing
- Progressive difficulty
Hands-On Workshops
1-2 day intensive sessions where you ship to production. Not theory - actual deployed systems.
- Ship real code
- Production deployments
- Direct feedback
Builder Cohorts
4-8 week programs with code reviews, live sessions, and peer learning. Build alongside other operators.
- Code reviews
- Live sessions
- Peer community
What Pipeline Punks is NOT
We're clear about what we are and what we're not. No bait-and-switch, no hidden agendas.
We're for builders who want to ship real systems. That's it.
Pipeline Punks + True North Data Strategies
Pipeline Punks teaches. TNDS implements. Two sides of the same mission.
Want to Learn?
Pipeline Punks gives you the knowledge, patterns, and community to build systems yourself.
Explore Pipeline PunksNeed It Built?
True North Data Strategies implements enterprise-grade automation and systems for your business.
View Our ServicesJoin the Builder Community
Connect with other builders, get help with your projects, share what you're working on, and learn from real-world implementations. No fluff, no spam - just builders helping builders.
Join Our DiscordFree to join. No strings attached.
Questions About Pipeline Punks?
Reach out if you want to learn more about our education initiatives or community.
Contact Us