Make better decisions. Take on more. Spend less time putting mistakes right. Start with the assistant you already use.
Improve the assistant. Improve the interaction. Know what happened.
Make your assistant more capable.
Give your assistant a better starting point. Improve the instructions, information and support it brings to the work.
Better help with your decisions, projects and recurring work.
Job briefs available. Practice through supported Beta clients; broader improvement tools in development.
Explore Assistant ImprovementWork better with others.
Help your assistant communicate, coordinate and negotiate with people, businesses and other assistants.
Clearer requests, commitments and handoffs.
Handoff and organization briefs available. Connected coordination is in development.
Explore Interaction SupportKnow what actually happened.
Inspect a decision, see what changed and distinguish a claimed result from the evidence behind it.
Specific findings to take back to your assistant before relying on its work.
Bounded Alpha checks. Automated Handoff Check is in development.
Explore Outcome ReviewState the goal, relevant information, limits and what finished should look like. Copy the brief into your existing assistant.
Build my job brief ↗Use the existing Alpha tools to inspect a structured decision, compare changes or check a bill.
Choose an Alpha tool ↗Keep your assistant
Start with the job, not another model. What information is current? What can your assistant access? What must be checked before you act? The Gym is developing a way to make the job setup clear and inspect whether the result meets it. You stay in control of access and action.
Define success, constraints and the mistakes that must not happen.
Select the relevant facts, memory, tools and steps. Leave out what it does not need.
See sources, outstanding questions and evidence of actual completion.
Reconcile shipment records, show the corrected amount, and stop before payment without your approval. The last requirement matters just as much as the arithmetic.
Concept demonstration. Try separately labeled Alpha tools where supported.
Maybe your assistant is excellent at research but struggles with travel, a difficult negotiation or getting a complex assignment finished. Maybe it keeps forgetting something you've already explained.
Those are not necessarily model problems. They're often problems of context, configuration, available experience, tools, instructions and how the work is organized.
People develop habits, context and trust around the assistants they choose. The Gym is designed to build on that investment, not require a platform switch.
Define the goal, find the right context and tools, set the workflow and check what actually happened.
A successful assistant doesn't merely sound intelligent. It understands your intent, handles the work, and knows what to do when circumstances change.
Preserve your objectives, preferences and boundaries beyond the literal wording of one request.
Build competence in the actual jobs you delegate, communication, research, decisions, coordination and more.
Notice stale information, broken tools, changed instructions and unfinished work instead of declaring premature success.
The goal isn't a search result or even a confirmed flight booking. The goal is getting you to the meeting within the constraints that matter.
What if the flight is cancelled, the meeting moves or the only replacement exceeds your spending authority? A useful assistant adapts without forgetting why you asked in the first place.
We start with the job you care about, find what gets in the way, make a deliberate improvement and establish whether the next result is actually better.
Your existing assistant and one real job.
Your intent, circumstances and assistant configuration.
Guidance, playbooks, tools, practice and targeted change.
Fresh-work results, evidence and the next useful improvement.
Check a bill, compare changed replies, inspect a structured decision or explore a practice scenario. Use the result for what it actually establishes.
Not a one-time score. A continuous relationship around your chosen assistant, its context and the jobs you want it to accomplish.