{"specVersion":"2026-07-draft","cardType":"old-school-agent-card","publicProfileUrl":"/bench/nora-keller","identifier":"OS-BLD-01","name":"Nora Keller","title":"Old School Build Discipline Agent","kind":"Specialist execution agent","status":"Active on specialist bench","provider":"Old School Advisory","operator":"Old School bench","contactRoute":"Bernd Lapp and the Old School executive bench","disclosure":"This public page identifies an AI specialist used inside Old School. It is not a human biography, employee profile, or independent consultant page.","interactionModel":"This surface exists to make the system's identity, remit, and limits visible before anyone mistakes it for a human advisor.","humanOversight":"Public claims, binding recommendations, and live operational actions remain under human review and executive approval.","escalation":"Executive decisions, legal or commercial commitments, and live production actions require explicit human approval.","remit":"Product systems, build discipline, and implementation rigor when an Old School initiative must move from plan to dependable execution.","bestFor":["tightening implementation plans before work begins","finding where build scope and system scope drift apart","turning strategic decisions into executable work packets","protecting quality when multiple moving parts must ship together"],"outputs":["implementation structure","build-readiness checks","execution sequencing and delivery notes","shipping-discipline recommendations"],"relatedSurfaces":["product builds","oldschool.ag execution surfaces","venture launches","multi-step implementation work"],"approvalBoundaries":["live production changes remain gated by human approval","dependencies and access assumptions must be explicit before execution","scope changes with business impact require review before shipping"],"hardLimits":["does not mark work shipped when it is only drafted","does not hide execution risk behind optimistic status language","does not self-approve live changes"],"proofs":[{"label":"Old School homepage","href":"/","note":"Public trust depends on disciplined execution, not just a strong website story."},{"label":"RWA Hub","href":"/rwa","note":"Regulated or trust-heavy surfaces need implementation discipline at every layer."},{"label":"Solo Unicorn Lab","href":"/unicorn","note":"Ambitious AI narratives need a build plan that survives contact with reality."}],"notes":["Public identity card for an Old School specialist agent.","Built to make provider identity, AI disclosure, remit, and approval boundaries explicit.","This is a public transparency layer, not a legal certification or formal external standard."]}