Inspect the real job, apps, cost, risk, approvals, and proof. Run a deterministic Sample for free, then connect only what your own version needs.
Codelit-reviewed fixtures. Zero provider calls, zero model spend, and a real Run Receipt for every Team.
Committed sample evidence turned a bounded maintenance request into a reviewed patch plan, checks, and a human approval boundary.
Model estimate
$0.04-$0.15 / live run
Committed sample page evidence became a bounded website finding with an explicit verification step and no live website request.
A committed release sample moved through readiness checks, an approval boundary, and a concise owner-ready delivery result.
A committed support sample was classified, grounded, and shaped into a reviewed reply with a visible escalation boundary.
A committed refund sample produced a policy-grounded recommendation, required human approval, and preserved a clear customer handoff.
A committed incident sample coordinated triage, investigation, containment, and an owner-ready recovery summary across the team.
A committed document sample moved from intake through structured review into a bounded result with missing information called out.
A committed lead sample produced an explainable fit score, confidence level, owner, and next action without inventing missing facts.
A committed content sample became a channel-ready plan with review checkpoints, bounded claims, and a reusable publishing handoff.
A committed knowledge sample was organized into a concise evidence trail, explicit uncertainty, and an owner-ready reusable result.
A committed browser sample planned an approved task, recorded bounded page evidence, and verified the visible result without opening a live session.
A committed issue-to-PR sample turned a bounded ticket into a reviewed patch plan, checks, and a draft delivery handoff with approval intact.
A committed hiring sample compared job evidence consistently, exposed uncertainty, and prepared a human-reviewed screening handoff without ranking on protected traits.
A committed qualification sample checked account evidence, produced an explainable score, and prepared a reviewed follow-up without sending or changing CRM data.
A committed Google Workspace sample gathered request context, prepared bounded document and calendar actions, and stopped at the configured approval boundary.
A committed Microsoft 365 sample coordinated mail, calendar, and document evidence into a reviewed program handoff without calling Microsoft Graph.
A committed Stripe sample checked refund evidence, calculated a bounded recommendation, and held the financial action for explicit human approval.
A committed HubSpot sample evaluated lead evidence, selected a transparent route, and prepared a reviewed CRM handoff without changing customer data.
A committed Zendesk sample grounded a support resolution, exposed missing context, and prepared an approved reply without posting to a live ticket.
Version-pinned public Agent Apps with active proof and a reviewed creator profile.
The verified starters above remain runnable. Creators can publish an Agent App, add a reviewed public profile, and submit that exact proven version.
Build a TeamModel estimate
$0.01-$0.04 / live run
Model estimate
$0.03-$0.14 / live run
Model estimate
$0.02-$0.06 / live run
Model estimate
$0.03-$0.12 / live run
Model estimate
$0.04-$0.13 / live run
Model estimate
$0.02-$0.08 / live run
Model estimate
$0.02-$0.08 / live run
Model estimate
$0.03-$0.10 / live run
Model estimate
$0.02-$0.07 / live run
Model estimate
$0.04-$0.12 / live run
A committed stateful incident sample preserved checkpoints, routed recovery work, and produced a verified handoff without calling an external provider.
Model estimate
$0.03-$0.13 / live run
Model estimate
$0.04-$0.15 / live run
Model estimate
$0.02-$0.08 / live run
Model estimate
$0.03-$0.09 / live run
Model estimate
$0.02-$0.07 / live run
Model estimate
$0.02-$0.07 / live run
Model estimate
$0.02-$0.07 / live run
Model estimate
$0.02-$0.07 / live run
Model estimate
$0.02-$0.07 / live run