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F/S

Use Cases

Small systems for real operational friction.

A good use case starts with a recurring problem, turns into a simple workflow, and ends as something another person can actually use.

These examples are deliberately practical. Not every system needs to be enterprise software; the point is turning ambiguity into repeatable work.

01

Founder Ops Sprint

From a loose founder backlog to a rhythm the team can follow.

For small teams where tasks, decisions, and follow-ups too often disappear between Slack, memory, and the calendar.

Operating MapDecision MemosWeekly RhythmFounder Support

System

  • Operating map for goals, roles, open questions and recurring routines
  • Decision memos so important calls do not live only in conversation
  • Weekly rhythm with review, prioritization and clean follow-through

Evidence

  • Shaped by founder-adjacent work at Dish Tennis and venture projects at Peppermint
  • Focused on handoffs, priorities, and work that should not depend on one person remembering everything
02

CareerOS

Running a job search with structure instead of scattered notes.

CareerOS brings scouting, evaluation, application assets, follow-ups, and learning loops into one readable Personal HQ. It is inspired by Career-Ops thinking, but intentionally smaller and human-in-the-loop.

Personal HQAI BriefingsHITLSource-backedCareer Ops

System

  • Job pipeline with status, source, fit signal, priority and next action
  • Role taxonomy for Founder Ops, Strategy & Ops, Venture Builder, and AI-adjacent operator roles
  • AI briefs with sources, risks, open questions, and a story hypothesis

Evidence

  • Live system for research, applications, follow-ups and profile work
  • Tech stack: ChatGPT, Codex, Antigravity, Markdown/JSON, source links and checklists
Open use case Santifer Career-Ops reference
03

Web Systems

Building websites that do more than look polished.

For BayHaus, that meant fast pages, clear content, social sharing, SEO, agent-readable discovery files, an admin portal, and infrastructure that stays maintainable day to day.

Astro / ReactSEOPerformanceFirebaseAdmin Layer

System

  • Live website for property marketing, references, contact flow, and brand presence
  • SEO, social, and agent-discovery layer with sitemap, Open Graph tags, structured data, and llms.txt
  • Admin portal as a lean CRM for content, media, image audits, import workflows and operational maintenance
  • Hosting, domain/DNS, email, and Firebase as one coherent operations layer

Evidence

  • bayhaus.de is a real website, not a portfolio mockup
  • Tech stack: Vite, React, TypeScript, TailwindCSS, shadcn/ui and Firebase
  • The case study documents website, content operations, SEO, agent readability, and infrastructure together
Open use case Open bayhaus.de
04

AI Automation

Turning recurring research and writing work into usable outputs.

AI is a productivity layer: useful for speed and structure, but always paired with human review and source discipline.

ResearchSynthesisReviewn8nMCP

System

  • Research briefs, comparison tables, and decision material
  • Drafting workflows for profiles, applications, use cases and website copy
  • Review loops so outputs stay checkable, correctable, and reusable

Evidence

  • Daily use of AI coding assistants and research workflows
  • Useful when a recurring bottleneck is clear enough to be described as a workflow

Next step

The best start is a concrete bottleneck.

Once the friction is clear, it can become a workflow, a template, or a first working system quickly.

Send the bottleneck