live
median Nov 9, 2026 51.5 tok/sdraft kept Nov 9, 2026 86.6%local tokens Nov 9, 2026 8,209,911paid burn (Nov 3 write-up) -91%followers on x (Nov 9, 2026, 10:39 AM CT) 847
paid · private · custom

private AI tooling coaching

for anyone — founders, operators, builders. get help designing and engineering the same kind of local-first agent stack shown on the live board. custom solutions, not a course dump. if you want to build what runs here, we build it with you.

intake

tell me what you want to run, what tools you already use, and where a human must stay in the loop.

design

map the spot → do → check → ship loop for your work, with fail-closed gates and local-first routing where it fits.

build with you

1:1 coaching plus hands-on engineering: wire the box, the models, the agents, and the approval queue until it holds.

what you get

  • 1:1 coaching and consulting — private sessions scoped to your stack, not a generic syllabus
  • custom solution engineering: agents that spot the task, do the work, check it, and ship drafts for human approval
  • help recreating the loop that runs on this box — fail-closed guards, measured tok/s, local models where they fit
  • StackMini / box setup guidance when you want the same appliance shape (base M4-class hardware, local models, approval gates)
  • a build you can keep running after the sessions end

distinct from the automation audit: that is an email-only ranked plan. this is higher-touch coaching and engineering to design and build the tooling itself.

pricing is quoted by email after intake. the work stays anonymous on this side and confidential on yours.

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