Turn model work into repeatable workflows.
Draft the process, simulate the steps, review the evidence, and approve execution before anything important moves. Ethen Workflow makes model work visible enough to repeat. A good workflow should read like a plan the team can follow, question, and improve. It should be easy to stage a dry run, inspect the evidence, bring in connected context where supported, and stop before a sensitive step turns into action.
Route: `/api/v1/intake-leads`
SSRF Check: Allowlist domain match.
Gate: Requires human approval token.
Turn useful model sessions into processes you can run again with review built in.
Ethen Workflow turns model work into a repeatable sequence: draft, simulate, inspect, approve, execute where allowed, and keep the receipts. That makes repeated model work easier to hand off, easier to audit, and easier to keep within clear execution boundaries.
Why it exists
One good answer is not a system.
Ethen Workflow turns one-off sessions into named steps that can be reviewed, simulated, repeated, and improved. Teams repeat the same model-assisted jobs every week: prepare notes, summarize research, collect signals, draft updates, review claims, or organize next steps. Those jobs deserve structure before they deserve automation.
- Move from ad hoc prompts to clear workflows. Naming the steps makes review easier for everyone involved.
- Simulate runs before execution. Simulation is valuable because many workflows are useful before they are allowed to execute.
- Use approval gates for sensitive actions. Connected systems can add context where supported, but they should not erase the need for review.
- Keep logs, decisions, outputs, and history connected. Approval gates matter because not every repeated task should become unattended behavior.
What you can do
What could you turn into a workflow?
Use Ethen Workflow for repeatable work that deserves structure. The page frames workflows as reviewable systems, not as vague promises of autonomy. It should help a team turn a useful habit into a repeatable path with clearer ownership.
Draft a workflow
Prompt
Turn my weekly product update into a reusable workflow.
Result
A workflow draft with inputs, steps, review gates, and artifacts. The plan should explain inputs, outputs, and what happens if the workflow finds uncertainty.
Simulate a run
Prompt
Simulate this customer-response workflow without sending anything.
Result
A dry-run view with step outputs and approval needs. A good design separates the drafting step from the approval step.
Add approval
Prompt
Add approval before messages are sent or records are updated.
Result
A safer workflow where state-changing steps pause for review. Dry-run output should show the proposed movement before any real side effect happens.
Reuse the process
Prompt
Save this as a launch-note workflow with evidence requirements.
Result
A repeatable process with named steps and receipts. The review should call out where a connector, policy, or approval rule needs to be clearer.
Example workspace
A workflow is drafted before it runs.
Scenario
A team wants a repeatable launch-note workflow that gathers changes, checks claims, and asks for approval before publishing. They want repeatability, but they do not want the process disappearing behind one button.
Workflow workspace · launch notes
Build a launch-note workflow that collects changes, drafts release notes, flags claims that need evidence, and requests approval. Show a dry-run version first, list the approval points, and note any connected systems that would only participate where configured.
Execution steps
- 1Defines inputs and expected outputs. So the workflow has a clear purpose before it has machinery.
- 2Marks steps as read-only, review-only, or state-changing. A simulation pass makes the boundary between planning and action easier to trust.
- 3Chooses model lanes for each step. Evidence should accumulate as the steps progress.
- 4Simulates the run before publishing. Approval points belong before publishing, saving, or external updates.
- 5Adds approval gates and workspace history. That gives the team a repeatable process with a readable record.
Core Workflows
Core workflow patterns
Ethen Workflow turns model work into process. It helps teams move from helpful experiments to dependable processes without pretending every workflow should run unattended.
Workflow drafting
Turn a recurring task into a named workflow. A named workflow is easier to teach and repeat than an informal prompt habit.
Simulation
Run a dry run before action is taken. Dry runs help the team see the shape of the work before the work becomes real.
Approval gates
Pause sensitive or state-changing steps for human approval. Approvals matter because repeated work still needs boundaries.
Repeatable tasks
Save summaries, launch notes, reviews, briefs, and checks as reusable patterns. Evidence keeps the process reviewable after it has run.
Workflow logs
Keep step outputs, route choices, approvals, errors, and artifacts attached. Connected context is useful when it is scoped and visible.
Workspace history
Keep runs connected to the broader Ethen workspace. Reusable patterns matter because the team should not rebuild the same process every week.
Model Lanes
Use the right model lane
A workflow can use more than one lane. Each step should show which lane handled the work and why. Workflow design should make lane choice explicit at each step so the user can tell where stronger reasoning, lower-cost drafting, or private review belongs.
Flagship models
Use for complex reasoning, architecture, planning, synthesis, and review where judgment matters most. Often the best fit for planning, policy checks, or higher-stakes summarization.
Open models
Use for fast iteration, drafting, extraction, transformation, and cost-aware repeated work. Useful when a workflow needs repeated drafting, extraction, or classification at lower cost.
Local models
Use for sensitive context, private review, and controlled experimentation where local lanes are supported. Helpful where a configured local lane supports private review before work moves outward.
Where it works
Where Ethen Workflow fits
Use workflows when model work becomes recurring, cross-step, or important enough to need a record. It fits wherever model work has become important enough to deserve names, stages, and visible decision points.
Operations runbooks
Turn recurring checks into named workflows. Release notes, review queues, and recurring summaries are common early examples.
Product and launch work
Draft announcements, check claims, and route approval. Teams benefit when the workflow becomes easier to hand off across people.
Engineering review
Create repeatable review, validation, and release workflows. Approval-heavy work especially benefits from a process that shows its own boundaries.
Research and admin
Gather context, summarize findings, and prepare briefs. Cross-system work should stay reviewable even when connectors are involved.
Workflow
From prompt to process
Make model work easier to repeat and easier to trust. The system should be understandable before it runs and understandable again when the run is over.
Define the recurring task. Name the goal and the inputs in human language first.
Break it into read, draft, review, approval, and execution steps. Simulate the path before attaching action to it.
Choose a model lane for each step. Route each step through the lane that matches the job.
Simulate with sample context. Pause anywhere approval or uncertainty matters.
Keep approvals and evidence attached. Keep the receipts for the next review.
What stays visible
What stays visible
Model lane
Show which flagship, open, or local lane handled the work. A visible plan makes the workflow easier to improve.
Evidence
Keep receipts, assumptions, and review notes attached to the output. Dry-run output shows what would happen before it happens.
Approvals
Pause sensitive or state-changing steps for explicit human approval. Approval records matter because human decisions are part of the workflow.
Workspace history
Preserve the work so it can be reviewed, reused, and improved. Evidence keeps the process legible when someone revisits it later.
How this fits in Ethen
Where it fits in Ethen
Ethen Workflow gives repeatable tasks a reviewable structure before they become deeper orchestration systems. Workflow sits between one-off prompting and deeper orchestration, turning repeated tasks into reviewable processes with real boundaries.
Who it's for
Recurring model tasks
Turn repeated prompts into reusable workflows. Useful for teams that repeat the same model-assisted work and want a cleaner path.
Founders and operators
Create launch, reporting, support, and admin processes. A fit for jobs that benefit from dry runs before any action is allowed.
Engineering teams
Use workflows for review, validation, release prep, and incidents. Helpful when connected systems add value but should remain bounded and reviewable.
Content teams
Draft, check, approve, and reuse editorial processes. Strong for approval-heavy tasks that need a durable record.
Approval-heavy work
Keep human gates before sensitive actions. Good for teams that want repeatability without making unsafe autonomy claims.
About Workflow
Make your best model work repeatable.
Try Ethen to draft, simulate, review, and approve workflows that keep every step visible before important work moves forward. Use it when repeated model work deserves a process, not just another prompt.