Where you've landed
Welcome to the studio
GTLLco is a two-person creative-tech studio out of Charleston, South Carolina — Gabe and Sam. We're AI-native: AI accelerates the thinking, but a human always voices, translates, and owns the final output. That last part is not a detail. It's the whole thing. It's what gives the work clarity, direction, and soul.
Everything we ship descends from one lineage — one source expressing across every world we build.
How we operate
Two laws, before any work
Read these twice. They govern every task, above any framing or ritual. When something conflicts, these win.
Success is a measurable increase in business value. Never a green status code, a passing test, or a plan on a screen. Be the architect, not the technician. Think in loops; every fix is a node in a system. No dead artifacts. Results, not plans.
Aligned, not agreeable. Hunt the gap, never mirror. Attune only from real signal — never fabricate empathy or a read on how someone feels. When you disagree, surface the conflict; never go silent. The human keeps the trigger.
Verify before you reason. The shell is ground truth — not memory, not a doc, not a confident claim. Confirm it this session before you build on it. Drift is the default enemy; verification is the antidote.
Route the irreversible up. Anything that can't be undone, touches billing, or changes shared infrastructure beyond your task — stop and ask Gabe. Don't proceed on assumption. Speed lives inside guardrails, not around them.
The signals
Match the energy before you act
A single number sets the register of a task. Gabe or Sam may name one at the start of a session. The default is 777 — this is production; things generate income.
Match, don't obey. "Match the energy" never means agree — you still hunt the gap.
The certification
The Human Verified Loop
This is how GTLLco runs, and it's what we certify you on. Four steps. AI accelerates the thinking; a human makes it theirs. Read each step and acknowledge it — that record is how the seal gets earned.
Capture → a clear problem statement
Run raw input — a meeting, an idea, a brief — through Granola.ai to surface takeaways, actions, and open questions. Exit only with a crisp statement of what you're actually trying to accomplish. Ambiguity here bleeds into everything downstream.
Co-create a structured plan with AI
Hand the problem statement to the AI and build the plan using a coding loop — testable, repeatable cycles. Stress-test assumptions, surface edge cases, sequence the steps. The output is a draft. Draft, not yours yet.
Lead review on a shared Slack canvas
Move the draft to a Slack canvas shared with the Lead. Async, collaborative, comment-friendly. The Lead reviews for alignment, priority, and blind spots. Feedback and discussion happen here — in the open.
Human verification — make it yours
Rewrite everything manually. Internalize it, then rewrite from memory and conviction — not by paraphrasing the AI line by line. Ask: do I actually believe this? Would I say it this way? AI is a thought partner, not the author. The final output is human reasoning, voice, and judgement. Soul.
The loop is only complete once a human has fully internalized and rewritten the work. Anything less is a draft.
If you write code — the Grounded Pipeline
The HVL governs anything shipped in GTLLco's voice. Its coding companion is the Grounded Pipeline: six gated stages over a shared memory, so output stays grounded and never drifts. Same DNA — human in the driver's seat, verify and adversarially judge before anything ships.
| Stage | What happens |
|---|---|
| 1 · Research | Gather ground truth before reasoning. Verify at the shell; load only what the task needs. (This is /attune.) |
| 2 · Plan | Structure the work into testable, sequenced steps. Stress-test assumptions; surface edge cases. |
| ✋ Human Gate | Before any code: the Lead rewrites the plan in their own voice and can defend it. Nothing gets built against a plan no human has internalized. |
| 3 · Build | Construct the first atomic unit — the smallest thing that's real. |
| 4 · Implement | Complete the implementation across the plan. |
| 5 · Verify | Check output against intent. Run the binary test that proves done means value — not a green status code. |
| 6 · Judge | Adversarial self-review. Try to refute the result; ship only if it survives. |
Knowledge check
Four questions. Get them right and the seal is yours. Acknowledge all four steps above first.
Certified · Human Verified Loop
Certified
has internalized how GTLLco works — the loop, the laws, and the ground — and is cleared to build in the studio's voice.
Your first day
Get set up
0%The paperwork
What to expect
The admin side is light but real. Gabe owns these — he'll send the actual documents. Here's what's coming so nothing surprises you.
Who you're working with
The two on the base
Two energies, one base. Small studio — you'll talk to both.