Features

Everything that happens between an instruction and a finished result.

Four capabilities, working together on every run.

01 · trace

A full execution trace, not a summary.

Every tool call, retry, and decision is logged in order. If a result looks off, you can trace it back to the exact step that produced it — no guessing what the agent "must have" done.

  • Step-by-step timeline with timestamps
  • Inputs and outputs for every tool call
  • Replay any past run to see it again
00:00read_instruction() → parsed 3 subtasks
00:02plan.created → 4 steps, 2 tools
00:05fetch_records() → 214 rows
00:09draft_report() → running…
verify_output() → pending
REST API
Postgres
Google Drive
Slack
Browser
Email
Internal tools
Custom MCP
02 · connect

Bring your own tools — dogud adapts to them.

Connect the systems your team already runs on. dogud reads their available actions and works within them, instead of asking you to migrate anything.

  • Standard connectors for common business tools
  • Custom connections via API or internal endpoints
  • Per-connection permissions, scoped to what's needed
03 · control

Approval checkpoints before anything irreversible.

Set which actions need a human sign-off — sending an email, deleting a record, moving money — and dogud pauses and waits, instead of guessing your intent.

  • Rules by action type, system, or dollar amount
  • Approve or reject directly from Slack or the dashboard
  • Full audit log of who approved what
Approval needed
Send invoice #4471 to billing@northwind.co ($12,400)
Reject Approve
checkOutput matches original request ✓
checkNo missing fields in report ✓
check2 rows flagged — currency mismatch ⚠
nextHeld for review before delivery
04 · verify

It checks its own work before calling it done.

dogud compares the finished output against the original instruction and known data. Anything uncertain gets flagged and held, instead of shipped silently.

  • Automatic consistency checks on every output
  • Confidence flags on anything ambiguous
  • Nothing marked "done" without passing verification

See it on your own workflow.

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