hbar.work
Mentorship
Mentorship for builders creating real systems with AI.
Paid mentorship. 1:1 or small cohort. Focus on AI systems, tools, and real-world building.
Grounded in active work across AI systems, research, and real-world projects.
What This Is
This is a mentorship program, not an employment pipeline or community platform.
You pay for mentorship. You learn to build real systems with AI. You leave with skills and independence.
Guidance is not limited to implementation. Conceptual and theoretical mentorship is offered where it meaningfully supports independent thinking and system design.
No unpaid labor. No work-for-access arrangements. No pseudo-community obligations.
"If the system needs people to stay dependent to grow, it is broken. If people leave stronger and still want to return, it works."
Who This Is For
Good fit if you:
- •Want to build real systems, not just learn tools
- •Are comfortable with ambiguity and iteration
- •Want to leave independent, not attached
Not a fit if you:
- •Want a curriculum, certificate, or job pipeline
- •Expect step-by-step spoon-feeding
- •Are looking for community rather than mentorship
How It Works
Apply
Share what you want to build or learn.
Call
Assess fit and clarify expectations.
Mentorship
Build real systems and leave stronger.
How the Mentorship Is Structured
Entry Points
You have an idea
We focus on architecture and execution to build it properly with AI.
We shape the idea together
You have a problem but not a system yet. We turn it into something buildable.
You want to learn by building
I propose a project archetype and we build it together.
These aren't rigid tracks. They're natural entry points.
The mentorship is delivered through a project-based approach focused on real systems, direct feedback, and independent thinking. Most mentorships involve regular calls plus async review between sessions, adjusted to the project and goals.
Examples of systems we might work on include:
- →a domain-specific AI assistant with memory and evaluation loops
- →an internal tooling layer that reduces cognitive load
- →a research or writing system augmented by AI
(The specifics depend on you.)
The goal is to leave with transferable skills — not dependency on any platform.
This mentorship works best for people who can dedicate consistent weekly time to building.
What You'll Be Able to Do
Design and build AI-assisted tools or systems
Structure complex ideas into executable projects
Use AI tools (ChatGPT, Windsurf, APIs) effectively
Think architecturally about systems, not just code
Leave with skills applicable beyond this mentorship
Why This Is Reliable
I don't teach hypotheticals. The systems, tools, and thinking I teach are the same ones I use in my own research, platform work, and public reasoning.
You're not buying a curriculum. You're building real systems, with guidance.
About the Work Behind This
The mentorship is informed by my PhD-level research and ongoing systems work across three areas:
- • hbar.systems — AI-native systems and platform architecture
including internal frameworks for modular AI agents and orchestration - • hbar.science — research and scientific practice
- • hbar.blog — public reasoning and long-form thinking
These are not case studies to follow. They are living work.
The mentorship teaches how to build your own systems — not replicate mine.
Pricing & Access
This is a paid mentorship program. Sliding scale and scholarships available based on need.
Rates are comparable to senior technical mentorship and vary by scope and frequency.
Seats are limited. Applications are reviewed individually.
If I'm at capacity, I may offer a short waitlist for aligned applications.
Pricing is discussed during the initial call to ensure fit and transparency.
Ethics & Boundaries
You keep full ownership of your work. Everything you build is yours.
You pay for mentorship, not access to your labor. No work-for-access arrangements. Any collaboration beyond teaching is explicit, optional, and separately agreed.
Attribution is appreciated, never demanded. If you choose to credit hbar.systems or reference the mentorship, that's your choice.
Independence is the goal. The program succeeds when you leave with skills that work anywhere, not dependency on this system.
Organization & Privacy
Structured Work
Sessions are logged, tracked, and reviewed. Notes, decisions, and progress are documented — not held in someone's head.
Clear Agreements
Scope, expectations, and terms are established before any work begins. Nothing is left ambiguous.
Privacy by Default
What you share stays between us. Your work, ideas, and project details are not shared, referenced publicly, or used beyond this mentorship.