Your team sets the standard
Your team names the outcome, supplies product and engineering judgment, and stays responsible for what ships.
Scale Engineering Capacity
Multiply your engineeringoutput by 100x.
One engineering direction can now move across many lines of progress at once. Your team sets the standard and owns the outcome. Lead Dev coordinates the specialists and decisions required to carry it forward.
One Engineering Team
Spin up a specialized, self-managing team of experts that work around the clock.
People contribute direction, judgment, and responsibility. AI agents contribute focused execution across the work those outcomes require.
Lead Dev coordinates the work
One direction becomes scoped assignments across the specialists, systems, and disciplines the outcome requires.
Specialists carry it forward
AI agents investigate, build, check, and return bounded pieces of work while the broader objective stays present.
Your team decides what ships
Changes, findings, and consequential decisions return to the people whose judgment determines what happens next.
Shared Work
Keep agents and people on the same objective.
The objective, specialist work, human contributions, and open decisions remain in one place. Anyone responsible for the result can enter with the context their judgment requires.
Close the cross-tenant cache leak
Dylan FordProduct
A customer sent a screenshot of our assistant answering with another company’s numbers. Can we shut this down today?
Lead Dev
I will reproduce the two prompts, trace the answer back through the cache, and audit how the cache keys are scoped.
Backend Specialist
The semantic cache matches on embedding similarity alone, so two tenants asking nearly the same question share one cached answer. The fix scopes every key by workspace, and the leak is closed in a preview.
Randy EllisonSecurity
Add a cross-tenant replay to the release checks so similarity can never cross a workspace boundary again.
Lead Dev
Reviewable diff ready with tenant-scoped keys, the replay case covered, and preview verification attached.
Concurrent Work
Run agents around the clock after the team signs off.
Each specialist works in a governed cloud environment with the branch, preview, and checks its assignment requires. Lead Dev keeps those lines of progress connected to one objective.
Dylan starts from laptop
Lead Dev has the objective before the laptop closes.
6:08 PM
Dylan
starts on laptop
Lead Dev
waiting to scope
Backend Specialist
waiting to start
Lead Dev
waiting to review
Dylan
waiting to recheck
Randy
waiting on review
One Responsible Team
Eliminate bottlenecks and focus on core judgment calls.
Parallel work becomes useful capacity when the team can inspect what changed, exercise judgment, and carry the result forward together.
Every return keeps its context
The assignment, changed files, checks, and decisions remain connected when the work returns.
Review working software
Each assignment returns with its branch, environment, and preview ready for the team to inspect.
Carry every decision forward
Accepted work and team decisions carry forward while the customer and business outcome remain in view.