A training ground for your app.

• Behavior-led

  Trials starts from real user behavior, so suggested changes stay tied to what people actually need.

• Clear next moves

  Suggestions stay focused on the clearest next move, not a long list of abstract warnings.

• Safe rollout first

  Promising changes can start in a smaller rollout before you widen them.

• Still under your control

  You can review what changed, why it showed up, and how wide it should go.

Capabilities

Proven now

• An app contract, drafted for you

  Start with an app URL or repository. Review a sourced draft of its purpose, your goals, and what must stay true.

• Autonomy mode

  Set what Trials handles automatically and what always needs your review.

• Guided change review

  Review suggested changes with the user signal, the reasoning, and the likely impact in one place.

In beta

• Live signal ingestion

  Send behavior and runtime signals to Hulahoop so the next change stays grounded in real usage.

• Per-project risk scoring

  Get project-specific risk views instead of platform-level summaries.

Coming next

• Validation loops

  Test promising changes in a rollout before you send them to everyone.

• Learning across attempts

  Reinforce useful lessons with evidence, and revisit them when the results change.

• Maintenance autopilot

  Bundle low-risk maintenance into weekly approvals with clear checks.

Positioning

Trials keeps your goals in view. Every suggested move should make its purpose clear and give you a way to judge the result.

A quiet guide for the work ahead: observe carefully, review the next move, and keep what the evidence supports.

How changes stay grounded

• Behavior and product signals in one place.
• Reviewable diffs with clear user impact.
• Smaller rollouts before a wider release.
• Clear follow-through after a rollout starts.

What Trials helps with

• Starts from real usage, drop-offs, and friction.
• Turns that signal into a concrete next move.
• Keeps the reasoning and impact clear before review.
• Helps validate the rollout before you widen it.

What Trials will not do

• No silent code edits or automatic merges.
• No secret value changes without explicit user action.
• No direct production writes outside approved repo workflows.

Project health highlights

Reliability reporting scope

Platform-wide metrics during public beta

Validation model

Smaller rollout first, wider release after evidence

Move framing

Real user behavior turns into clear next moves