The OS should understand Son, build continuously, then spin out products.
Understand Son
Principles, taste, goals, projects, context, decisions, network, and lessons become usable agent context.
Build Continuously
The system saves knowledge, digests sources, builds prototypes, improves playbooks, and automates repeated work.
Become A Holding
Mature products get their own brain, team, metrics, agents, cadence, and report back to the parent.
One parent brain. Many child company brains.
Start everything inside the holding OS. Only create a separate venture brain when there is traction, recurring workflow, dedicated context, or operational complexity.
Idea → Experiment → Project → Product → Venture → Company.
The fleet becomes the first org chart.
Chief-of-Staff Agent
Priorities, open loops, weekly review, handoffs, decision reminders, portfolio dashboard.
Research Agent
Market research, source digestion, customer insight, competitor analysis, thesis development.
Builder Agent
Prototypes, scripts, code, internal tools, workflow automation, product experiments.
Memory Agent
gbrain hygiene, schemas, summaries, links, dedupe, memory pollution control.
Portfolio Agent
Ranks ideas, reviews experiments, suggests continue, pause, kill, or graduate decisions.
Eval/Governance Agent
Checks quality, permissions, hallucination risk, workflow compliance, and postmortems.
Compounding comes from review loops.
Daily context triage
What came in? What matters? What needs Son? What can agents do? What should be saved?
Weekly company learning loop
What did we learn, ship, break, automate, kill, or graduate? What decisions does Son need?
Monthly portfolio review
Which bets deserve more capital? Which should stop? What product or thesis is emerging?
Quarterly strategy reset
Pick top bets, adjust allocation, decide hires, and update the holding thesis.
Make the current fleet behave like a company OS.
Inventory
Map current fleet, cron, skills, collectors, gbrain folders, and active projects.
Standardize
Create source digest, weekly review, handoff, memory write, and project lifecycle templates.
Evaluate
Add simple pass/warn/fail evals for public pages, memory writes, research, and build tasks.