If you've hired through the big talent platforms, most of this page will read like the opposite of your experience. That's deliberate.
The big platforms bind you for 24 months and charge conversion fees north of 13% of an annual rate if you want a direct relationship. We don't. Want to bring the work in-house later, or hire someone we recommend? We just talk. If we're worth keeping, we'll earn it per engagement.
No account managers, no matching layer, no bait-and-switch to a stranger you never met. The engineer who answers your first email is the engineer in your logs — you work directly with the person doing the work, start to finish.
Everything produced in your engagement — configs, patches, reports, benchmark harness output — is assigned to you on payment. Our general methods and published field notes stay ours; everything specific to your systems is yours.
Engagements are billed milestone by milestone, in advance. At every milestone boundary you can stop — no penalty, no wind-down fee, and you keep every deliverable already paid for.
Deposits and milestone payments come before the work — and in exchange you never float our costs, never see a surprise invoice, and never get billed for scope we didn't agree in writing.
The diagnostic guarantee: if the written report doesn't hand you a confirmed root cause, measured recoverable headroom, or a ranked set of concrete next steps, you don't pay. Full terms on the diagnostic page.
Mutual NDA available before you tell us anything sensitive. Standard master services agreement and per-engagement statements of work — short enough to actually read. Happy to contract through your procurement or compliance vendor of choice if that's how your organization buys. Invoices in plain USD; no platform, no token, no escrow middleman unless you want one (optional third-party escrow available for a first engagement).
Recent marketplace breaches leaked terabytes of contractor and client material. Different by design here: your configs, logs, and model details go to one firm, under NDA — never into a third-party talent marketplace. Our own reproduction labs run air-gapped, daily; it's how we already work. When an engagement needs to touch your systems, it's over a tunnel you open and close, not a standing door. No third-party analytics on this site, no trackers, nothing phones home.
Glass-box engagements: remote work runs in a shared terminal (tmux over your own SSH) you can watch live — every command visible as it happens, nothing hidden. And every engagement ships a complete command log with the report, so your team can review exactly what was run on your systems, line by line. We work in the open because we're comfortable being watched.
First reply within one business day. If we're at capacity you get a start date, not silence. If your problem isn't a fit, we say so immediately and point you somewhere useful — no charge for finding out. Diagnostic reports land one working day after payment and materials are in.
No fine print you'll discover later. Start with the low-risk piece:
Book the 1-day diagnostic →