Tired of mentoring LeetCode grinders? Lead builders who actually ship.
High signal. Zero corporate theatre. Connect your repository, let AI handle task decomposition and first-pass PR triage, and mentor engineers on real production code.
Access is strictly invite-only. A verified production repository is required.
The chores you hate, automated down to zero.
Mentors burn out when they spend hours formatting issues and explaining syntax. We turned those hours into automated rails.
Writing epic backlogs & task acceptance criteria
AI plan decomposition reads your codebase and proposes epics with explicit acceptance criteria.
mentors/lib/ai/decompose.server.tsChecking commit formatting, branch naming & test CI
Mechanics check enforces naming rules and runs tests before any review reaches your queue.
mentors/lib/github/mechanics.server.tsBasic linting and deterministic vulnerability triage
Deterministic static analysis checks security and conventions with no LLM hallucinations.
mentors/lib/ai/review-static.tsFirst-pass PR review against acceptance criteria
AI evaluates each acceptance criterion (met / not met / cannot tell) with budgeted diffs.
mentors/lib/ai/ai-review.server.tsExplaining basic gaps & assembling learning resources
Study briefs generate targeted learning links and concepts derived from the PR diff.
mentors/lib/ai/study-brief.server.tsDrafting sprint status reports and progress summaries
Project status reports compute all velocity metrics in code and generate health narratives.
mentors/lib/ai/project-status.server.tsHigh signal. Zero corporate theatre. Every automation listed above is live code running in mentors/lib.
The Mentor Cockpit & Operating System
Mentorship breaks down when expectations are ambiguous. Automated queues, deterministic health states, and explicit response modes keep your load protected.
Action Required
Owner disclosure: Right now a human (the founder) runs this playbook on every build. The product is catching up.
Mutual trial period to verify working cadence before full cohort seating.
spec §9First branch or draft PR within 72h of seating.
spec §10Explicit declaration of single weekly deliverable and active days.
spec §11Calling early capacity shifts keeps your reputation standing intact.
spec §13When a seat is freed, every verified pull request remains on your permanent profile.
spec §15Mentors are compensated, not charged.
We believe high-caliber mentorship deserves tangible return. The founding mentor cohort is co-piloted with direct founder engagement.
In-platform milestone distributions and collaborator payouts are currently ROADMAP. Founding mentors receive priority placement and honorarium arrangements.