You’re already good at what you do. You're experienced, highly accomplished, and/or people might already be relying on you for a lot.
But every week brings a new “must-try” AI tool.
Your digital stack feels more like a pile than a system.
Your intuition is telling you something needs changing.
Most programs or communities only add pressure—constant deadlines, guilt when you fall behind, and distracting conversations.
But linear progress doesn’t always reflect real life.
"Most communities force linear progress: ship weekly, stay “accountable,” or fall behind. But GSD Lab works differently. We embrace breakthroughs that don’t always happen on one, straight timeline — ones that can spiral. Some months you absorb. Some months you sprint. Both are valid. Both lead to breakthroughs."
Two Modes. One Lab. You don't have to do things either/or.
The Spiral Lane – quiet incubation, deep observation (sometimes over months), then sudden breakthroughs.
The Sprint Lane – steady cadence, clear deadlines, visible progress.
Most members flow between both. Some seasons you spiral. Some seasons you sprint. Either way—you will move forward.
How It Works
Curated, context-rich foresight on shifts in AI, tools, and digital culture — 6–24 months before they hit mainstream.
Conscious Stack Design™ strategies mapped to your goals, workflows, and cultural context.
Short, focused cycles to ship projects faster and more cleanly than you thought possible.
High-capacity, yet intuitive, entrepreneurs and professionals who:
Don’t want another noisy community.
Value systems over shiny tools.
Need a space that adapts to their rhythm—whether spiral or sprint.
CHOOSE YOUR "WAY"
At GSD Lab, silence isn’t failure—it’s incubation. Through our membership, you can:
Absorb frameworks and signals in the background, guilt-free.
Observe other builders navigating real stacks and systems, or join in with them.
Trust the spiral: when it clicks, you’ll produce more in weeks than others do in months.
Embrace the sprint: join others on shipping on regular cadences.
Either way, this is productivity on human terms.
Not everyone waits for the spiral. Some of us thrive on cadence.
That’s why GSD Lab also runs:
Monthly sprints with focused outcomes.
Deadlines and accountability threads for those who want the push.
Peer reviews and showcases so shipped work gets seen.
Structure and spiral don’t compete—they complete each other.
We use Conscious Stack Design™ to support and align the tools you use with the way you actually think, work, and lead (naturally, not artificially). So every change strengthens your system, not clutters it.
Alignment and clarity on what actually matters, not just what you think matters
No more wasted hours testing tools you’ll abandon in a month.
Launch projects faster with proven workflows.
Stay ahead without hiring a full-time research team.
Operate with clarity instead of reactive catch-up.
What You Get
Join a seasonally-focused community that helps turn digital theories and ideas into practice and reality. Get exclusive access to member-only content, discussion forums, and partner software discounts.
Regain control by aligning your tools with my exclusive Conscious Stack Design™ (CSD) framework, stack profile, and Stack Map template.
When you sign up to either of the Lab memberships (Starter/Elite), you'll get access to all challenges, including our popular AI.GSD monthly challenges (learn more).
Learn from my exclusive member-only videos, share your project updates in our community, and finally present together at the end of the month.
In AI.GSD, we cover the latest tech topics (e.g. AI) through practical projects. One theme each month, plus one shipping goal. You set the project, we help you stay accountable.
Testimonials
"I’ve learned that pushing beyond my comfort zone and producing something every day is actually possible, and not impossible. I’ve discovered savvy new people to learn from and watch, as well as several new tools to practice into mastery."
Fab G.
Senior Software Engineer
"I love the advice and chat convos — I am learning by watching that at the moment. When I can make the calls or watch the recordings, it’s incredibly invaluable to me."
Grace A.
Digital Anthropologist
"Seeing what everyone in this group is sharing and posting has really enhanced my life and moved me to be more open and specific with my goals. It’s something I’d needed to do for a long time. I’m grateful for each of y’all’s good influence and appreciate all your posts so much!"
Rory Z.
Marketing Agency Owner
Membership Pricing
Starter
$99/mo
Access to all monthly GSD challenges
Premium newsletter access (AI Aligned)
Access to online platform
Monthly group calls
Get Starter
Elite
$999/mo
Everything in Starter
VIP content, weekly 1h calls
Early tool access, guest speakers
Direct access to George
Go Elite
Hi, I'm George (Siosi) Samuels. I'm the founder of GSD Lab (Get Stuff Done or what some like to call, "George's Structure & Discipline").
Since 2013, I’ve been helping entrepreneurs and professionals untangle their digital mess and align their tools with goals — using a unique combination of community, culture, and tech.
I've guided digital nation strategies for governments. Helped global enterprises align tech with culture before it was a buzzword. Trusted by leaders across Asia-Pacific, North America, and Europe.
My now codified approach, Conscious Stack Design™ (CSD), goes beyond just productivity hacks—it’s about building solutions that reflect who you truly are, at a root foundation level, and what you want to achieve.
GSD Lab is where I get into the weeds of all things technical — for those who want to see how I work, or apply what they're learning — while tapping into the "mythical" through grounded, actionable projects.
Still scrolling?
This isn’t a race. It’s a lab for resonance, rhythm, and quantum leaps. If you’re ready to build in your own timing —spiral or sprint—GSD Lab is waiting.
Join Now