Why this is in the vault
Founder flagged as highly recommended; useful now for networking discipline post-job-search (phData starts 2026-05-26). The "job is a bundle of problems" reframe and the inbound/outbound side-door taxonomy map cleanly onto RDCO career-moats canon and the Sanity Check positioning bet.
The core argument
Maja reframes "getting hired" from credential-matching to problem-pricing: a job is a bundle of problems someone wants solved badly enough to pay another person to solve them. Once you accept that framing, the front door (post, apply, wait) is the worst-leverage channel, because it forces you to compete on legible credentials against everyone else who also clicked apply. Side doors win because they let you compete on the dimension you actually have an edge on: specific, demonstrated problem-solving.
She splits side doors into two modes. Outbound side doors are direct: you reach out to a specific person whose work you admire, with a specific artifact (a teardown, a memo, a prototype, a piece of analysis) that demonstrates you've already done unpaid work on their problem. Inbound side doors are indirect: you make your thinking publicly discoverable so the people solving similar problems find you on their own. Essays, tools, datasets, videos, public research. You become a search result for a problem they're already googling.
The connective tissue is specificity. "Specificity is one of the highest forms of respect" — generic networking and generic content both fail for the same reason: they signal you haven't actually done the work to understand who you're addressing. Most doors stay closed even when you do this well; the math only works because the doors that open are dramatically better-fit than anything the front door produces.
Mapping against Ray Data Co
Sanity Check IS the inbound side door for AI-COO positioning. This is the load-bearing map. The whole bet behind writing the newsletter is that the right founders — the ones who'd benefit from an AI-COO and would actually pay for one — are already googling adjacent problems (agent moats, founder leverage, AI-as-cofounder workflows). Sanity Check becomes the search result they land on. That reframes the newsletter from "content marketing" (vague, low-conviction) to "inbound side door for a specific buyer with a specific problem" (concrete, measurable). See [[business-in-the-back-party-in-the-front]] for the broader distribution-as-positioning argument this nests under.
RDCO client-acquisition pitches are bundle-of-problems, not credential-of-expertise. The trap when pitching AI-COO work is to lead with "I run an agent that does X, Y, Z" — that's credential-matching, same failure mode as the front door. The Maja move is to identify the specific founder's bundle of problems (their inbox, their context-switching cost, their unanswered Slack DMs, their not-shipped Notion tasks) and pitch a solution to that bundle. The artifact that wins the meeting is not a resume; it's an unpaid teardown of their actual situation. Outbound side door playbook, applied to client acquisition.
Side doors are the moat-creation mechanism for non-credentialed positioning. Founder doesn't have a "founded agent infra startup" credential to lean on; the moat is the body of public work and the specificity of the bets. That's exactly the asset side doors compound. See [[2026-04-19-commoncog-career-moats-101]] and [[2026-04-15-commoncog-career-moats-confession]] — Maja's frame is the tactical execution layer for moat-building when the moat is "I have demonstrably thought about this problem in public for N months."
Tactics worth borrowing
- Specificity as signal. Every outbound — DM, email, comment — should reference a particular detail of the recipient's work. If it could have been sent to anyone, it shouldn't be sent.
- Proof artifacts over pitches. Lead with the unpaid teardown, memo, or analysis. The artifact is the meeting request; the meeting request is just the cover note.
- Make the inbound discoverable on problem-keywords, not identity-keywords. Optimize Sanity Check posts for what the founder-buyer is already searching, not for what RDCO wants to be known as.
- Accept the door-close rate. Most won't reply. The math works because the ones that do are dramatically better-fit than front-door yield.
Related
- [[2026-04-19-commoncog-career-moats-101]]
- [[2026-04-15-commoncog-career-moats-confession]]
- [[sc-e09-one-way-two-way-doors]]
- [[business-in-the-back-party-in-the-front]]