The CLI uses the control-plane API. Scripts and operators therefore share validation, authorization, audit, and desired-state reconciliation.
›$ sqlflow pipeline start
›POST /pipelines/{id}/reload
›GET /fleet/health
The job to be done
A capability matters when it removes an operational decision, not when it adds another checkbox. SQL Flow connects source-aware capture, durable progress, target apply, and validation so the page you are reading leads to a usable operating path.
Automation creates connections and pipelines, assigns agents or relay halves, provisions targets, edits tables, and controls lifecycle. SQL Flow handles agent enrollment, approval, and revocation; agent-local secret references; create, assign, start, pause, reload, archive, and delete; target schema check and provision.
Why this path matters
Automation creates connections and pipelines, assigns agents or relay halves, provisions targets, edits tables, and controls lifecycle. SQL Flow handles agent enrollment, approval, and revocation; agent-local secret references; create, assign, start, pause, reload, archive, and delete; target schema check and provision.
What changes for you
Health endpoints support orchestration. Fleet, alert, schema, and log reads integrate with monitoring while webhooks deliver notifications. SQL Flow handles fleet-wide search and status; source and destination positions; alert acknowledgement and resolution; scoped keys and sanitized errors.
The outcome
Tell us how you deploy and authorize automation. We will map API, scopes, audit, and commands.
The payoff
Web and CLI use guarded endpoints.
Limit automation to required authority.
Record actor, path, outcome, and denial.
Where the work happens
Read each capability as part of the operating path. The important question is not whether a feature exists, but what work it removes and what evidence it leaves behind.
Pipeline automation
Automation creates connections and pipelines, assigns agents or relay halves, provisions targets, edits tables, and controls lifecycle.
SQL Flow handles agent enrollment, approval, and revocation; agent-local secret references; create, assign, start, pause, reload, archive, and delete; target schema check and provision.
Operational integration
Health endpoints support orchestration. Fleet, alert, schema, and log reads integrate with monitoring while webhooks deliver notifications.
SQL Flow handles fleet-wide search and status; source and destination positions; alert acknowledgement and resolution; scoped keys and sanitized errors.
Before you choose
Use the page-specific details below as a short discovery checklist. They are the conditions and work areas that shape the capability, not generic product promises.
The path to confidence
The page keeps the product detail close to the decision it supports. Your team can see what the software handles automatically, what it changes for the target, and what the result leaves ready to operate.
Automation creates connections and pipelines, assigns agents or relay halves, provisions targets, edits tables, and controls lifecycle. SQL Flow handles agent enrollment, approval, and revocation; agent-local secret references; create, assign, start, pause, reload, archive, and delete; target schema check and provision.
Health endpoints support orchestration. Fleet, alert, schema, and log reads integrate with monitoring while webhooks deliver notifications. SQL Flow handles fleet-wide search and status; source and destination positions; alert acknowledgement and resolution; scoped keys and sanitized errors.
Keep the plan connected
A capability becomes easier to operate when the next decision follows from the constraint you just uncovered. Explore the related work that completes this part of the path.
Your working set
Take the next step
Tell us how you deploy and authorize automation. We will map API, scopes, audit, and commands.
Talk through my use case