Let agents execute. Keep people at the decision points.

Human-in-the-loop is not constant supervision. It is four deliberate gates around the decisions that change scope, permissions or shipped code — and nothing in between.

  • Questions, plans, commands, diffs
  • Context travels with the decision
  • Nothing merges without you
4
approval gates, not 400 prompts
Never
an automatic push or merge
Rust
backend enforces the policy

THE FOUR GATES

Every decision comes back to you with its context attached.

Watch the same task pause for a structured question, a plan approval, a command permission and a file-by-file diff review.

01 / 04

Answer blockers in context.

When an agent needs a decision, the task moves to Needs input. Review recommended options and send the answers together.

  • Structured questions
  • Recommended options are explicit
  • Agent resumes after your response

Showing Payments: Answer blockers in context.

CodexClaude CodeGrokOpenCodeOpenAI-compatible

Approval works when context stays attached

An approve button is worthless if the reviewer cannot see what the agent asked, why it matters, or what will change. Useful human control preserves the task context and presents each decision at the stage where it is still cheap to change.

cadre.rocks brings agent questions, implementation plans, command requests and code diffs into one surface. Between gates the agent runs on its own. At a gate it stops, and the decision is yours — enforced by the backend, not by a frontend flag.

THE FOUR GATES

1

Contextual blockers

The task moves to Needs input and the question arrives with its background, the options and the recommended answer.

  • Multiple questions answered in one pass
  • Custom answers when none of the options fit
  • The run resumes exactly where it paused
2

Plan review before code

Read the approach in Markdown and correct it before the agent invests an hour in the wrong change.

  • Approve or reject with written feedback
  • Optional decomposition into ordered subtasks
  • Rejection returns the task to execution with your notes
3

Scoped command approvals

Approve one command, trust it for the whole board, or reject it. Secrets stay unreachable either way.

  • Per-board Bash allowlist
  • .env, *.pem, *.key and .ssh/* blocked by default
  • Backend-enforced, so the UI is never the authority
4

Final diff approval

Review every changed file, mark progress, leave a comment for the agent, then merge locally when you are satisfied.

  • Per-file review state and +/− counters
  • Reject sends the work back with feedback
  • Merge into your open branch only, on your command

HOW IT RUNS

From a defined task to an approved result.

  1. 01

    Set the task boundary

    Describe the outcome, the acceptance criteria and the repository the agent may touch.

  2. 02

    Answer open questions

    Resolve ambiguity when the agent cannot safely infer the answer, without leaving the card.

  3. 03

    Approve the approach

    Inspect the implementation plan and the commands it needs before execution continues.

  4. 04

    Accept or reject the changes

    Use the diff and the test results to make the final call, then merge locally.

Agents execute.
You keep the gates.

Questions, plans, commands and code changes return to one decision surface before the workflow can continue.

?Needs input
Question 1 of 2

How should board-wide approvals expire?

When the board closesAfter 24 hours Recommended
Plan ready for review
Claude Code · just now
Implementation plan

1. Validate repository paths at the service boundary.

2. Refactor the import coordinator and add adversarial tests.

Review changes
4 files · +128 −34
command_policy.rs +64 −12 approval_service.rs +41 −18 command_policy.test.rs +23 −4

Start local. Go shared when the work does.

Begin with a private desktop board. Add online workspaces, cross-device sync, invites, and collaboration when the project becomes a team effort.

Free

Local desktop

Boards, repositories, worktrees and agent runs stay on your machine by default. Credentials remain in your system's secure storage.

  • Local boards
  • Local agent adapters
  • Human approval gates
  • Offline by default
Pro & Team

Online workspaces

Keep board activity in sync across computers and invite collaborators into the workspaces that need a shared view.

  • Cross-device sync
  • Workspace invites
  • Shared board activity
  • Team collaboration

Only the workspace data you choose is synced. Source repositories, worktrees and credentials remain local.

COMMON QUESTIONS

Questions, answered.

Does human-in-the-loop mean approving every command?

No. Commands on the board allowlist run freely. Gates exist for decisions with real scope, security or shipping impact — questions, plans, unlisted commands and the final diff.

Can an agent pause to ask a question?

Yes. The task moves to Needs input, the questions appear with context and recommended options, and the run continues once you send the answers.

Who merges the final code?

You do. cadre.rocks never pushes to a remote and never merges into your branch automatically — the merge is an explicit action after an approved review.

What if a merge conflicts?

The conflict is resolved inside the isolated worktree, optionally by the same agent that wrote the change, and the final merge still requires a new confirmation from you.

KEEP READING

Related guides.

See all guides →

Put your agents to work.
Keep the final say.

Download cadre.rocks and move from scattered agent chats to tasks you can direct, inspect and approve.

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