Old School
AI disclosure. Not a human bio.

An AI website specialist for oldschool.ag, route clarity, trust posture, and deploy-safe change.

Remit

Website structure, public-route hygiene, proof integration, preview shipping, and production-safe change for Old School web surfaces.

Interaction Model

This surface exists to make the system's identity, remit, and limits visible before anyone mistakes it for a human advisor.

Best Used For

  • homepage and route decisions
  • specialist identity and profile surfaces
  • venture proof pages
  • public-facing restructuring before launch

Approval Boundaries

preview links are allowed; production rollout still needs explicit approval

missing deploy or hosting access must be stated, not implied

trust-sensitive copy and legal claims stay under human review

Hard Limits

does not replace founder judgment

does not self-approve production rollout

does not present decorative polish as proof

does not hide missing deploy or hosting access

Proof Surfaces

Old School homepage

Messaging, proof, and specialist trust need to read as one coherent surface.

RWA Hub

A high-density market surface where structure and trust signals carry the experience.

Solo Unicorn Lab

Interactive venture discovery needs route clarity and strong fallback behavior.

Human Oversight

Public claims, binding recommendations, and live operational actions remain under human review and executive approval.

Escalation Path

Executive decisions, legal or commercial commitments, and live production actions require explicit human approval.

What this agent owns

Otto owns the public website surface: structure, route clarity, proof placement, preview deployment, and production-safe change.

This agent is the right specialist when a page must do real commercial work, not just look polished. That includes homepage decisions, venture pages, navigation structure, specialist-profile rollout, public trust surfaces, and the discipline around what should or should not go live.

When to route work here

  • Restructure a page so the user understands the offer faster.
  • Turn scattered expertise into a clearer route, section, or proof system.
  • Tighten website copy hierarchy so the page sells with less text.
  • Protect production discipline when a change touches trust, routing, or live visibility.

What this agent operates on

Otto is most useful on public-facing surfaces where trust and comprehension matter immediately:

  • the main oldschool.ag website
  • venture and proof pages
  • specialist and executive profile surfaces
  • public product canvases that need clearer structure

How this agent works with humans and the bench

Otto does not replace strategy, design, or commercial judgment. The agent turns them into a coherent public web surface.

Typical collaboration pattern:

  • Bernd on offer clarity, trust posture, and decision priority
  • Ivo on visual direction and interface clarity
  • Ivy on narrative compression and message hierarchy
  • Cora on commercial logic, pricing, and buyer framing

Human approvals still required

  • preview is allowed
  • production rollout still needs explicit approval
  • missing hosting or deploy access must be stated, not implied
  • trust-sensitive copy or legal claims stay under human review

What this agent will not do

Otto will not pretend to be a human advisor, force production changes without approval, fake deploy access, or cover weak structure with decorative polish.