About

CompleteTech LLC is a research-and-build studio for small businesses. We work narrow, ship working slices, and disclose what we find — the same instincts whether the deliverable is a prototype, a paper, or a public artifact. The studio is small on purpose. The work is what we put forward.

What we mean by research-and-build

Most studios pick one mode. Agencies build, but they don’t read papers. Research labs read papers, but they don’t ship. Consultancies write decks, and the decks don’t run.

CompleteTech moves between the three modes on the same engagement. A typical project starts with reading — what’s actually happening in this corner of the field, what’s been tried, what’s the smallest useful thing to build next. Then we build that thing. Then, if it’s publicly relevant, we put it on a shelf where someone else can use it.

The AI self-replication reproduction and Beyond the Token Bottleneck are research artifacts. The CoachRogue overlay and ClawExplorer.AI directory are builds. The VapeTM disclosure is the third mode. Different deliverables, same instinct.

Who we work with

• Small businesses with one specific operational problem. A brittle integration. A workflow that’s swallowing time. A repeating decision that should be code. We scope it tight, build the working slice, and stop.
• Research labs and universities that need engineering capacity around an idea. Reproduction harnesses, evaluation infrastructure, the part of the work that everyone agrees needs to exist but no one wants to staff.
• Teams cutting a working slice fast — before the big check, before the org chart, before the marketing language. A prototype that learns is more useful than a strategy that doesn’t.

The working method

• Narrow scope. One clear deliverable, one clear deadline. The first conversation is about what to leave out, not what to add. A small thing shipped well beats a large thing shipped late or shipped half.
• Working slice over deck. The first thing we hand back is something you can run, not a slide deck about something you might run later. If the slice surfaces the wrong question, that’s information; if a deck surfaces the wrong question, you wasted six weeks.
• Disclose what we find. When the work is publicly relevant — a security finding, a method that helps a wider audience, a paper worth reproducing — we make it public. When it’s a client’s confidential build, it’s never theirs to share. The instinct is the same: discipline about what’s yours to put forward, generosity with what isn’t.

Founder note

CompleteTech is run by Timothy Gregg. Two-decades-plus background across IT service management, AWS and Azure systems work, and applied AI — the credentials ledger has the dated list. The studio exists because the things I find most interesting professionally don’t sit cleanly inside any one of those job descriptions. A VapeTM disclosure is operations work; reading papers and reproducing them is research; building something a coach actually uses on stream is product. Doing all three at the same time, in the same shop, is the bet CompleteTech makes.

I take the work that I’d take a Saturday for whether or not someone was paying. The clients that show up tend to be the ones who recognize that as a feature rather than a quirk.

When to hire (and when not to)

Hire us when the question is unclear, the slice is small enough to scope honestly, and there’s appetite for an honest answer — including the one where the right move is not to build the thing.

Don’t hire us when you need fifty engineers, the answer is already certain and just needs implementing, the deliverable is a 200-slide deck, or the engagement is structured so that telling you the truth costs us the contract.

If any of the above sounds like the shape of your problem, the contact slab on the home page has the details. By phone, voice desk first. By email, Timothy.Gregg@complete.tech. The first conversation is free and there’s no pitch deck.