# Sequentum Developer Documentation

> Build, run, and operate web data agents at enterprise scale.

## Docs

- [Agent Builder](https://docs.sequentum.com/agent-builder/overview.md): Create production-ready extraction agents through a guided AI conversation.
- [Agent Builder quickstart](https://docs.sequentum.com/agent-builder/quickstart.md): Build a working agent in 5 minutes through the UI.
- [Sessions](https://docs.sequentum.com/agent-builder/sessions.md): The Agent Builder session state machine, in detail.
- [Streaming events](https://docs.sequentum.com/agent-builder/streaming-events.md): Long-poll Agent Builder events with the lastEventIndex cursor.
- [Commands reference](https://docs.sequentum.com/agents/commands/overview.md): Every command available in the Editor, grouped by purpose.
- [The Editor](https://docs.sequentum.com/agents/overview.md): When Agent Builder can't reach a corner case, drop into the Editor and hand-author the agent.
- [Cancel a session](https://docs.sequentum.com/api-reference/agent-builder/session-cancel.md)
- [Get session conversation](https://docs.sequentum.com/api-reference/agent-builder/session-conversation.md)
- [Stream session events](https://docs.sequentum.com/api-reference/agent-builder/session-events.md)
- [Finish a session](https://docs.sequentum.com/api-reference/agent-builder/session-finish.md)
- [Send a follow-up message](https://docs.sequentum.com/api-reference/agent-builder/session-followup.md)
- [Get session status](https://docs.sequentum.com/api-reference/agent-builder/session-status.md)
- [Stop a session](https://docs.sequentum.com/api-reference/agent-builder/session-stop.md)
- [Start an Agent Builder session](https://docs.sequentum.com/api-reference/agent-builder/start-session.md)
- [Archive an agent](https://docs.sequentum.com/api-reference/agents/archive.md): Archives an agent, hiding it from default list views and disabling all schedules.
- [Delete a run](https://docs.sequentum.com/api-reference/agents/delete-run.md): Deletes a specific run and all its associated data, including files and storage. This is primarily used for PII compliance when an agent extracts personally identifiable information.
- [Get an agent](https://docs.sequentum.com/api-reference/agents/get.md): Returns a specific agent accessible to the authenticated user within their organization.
- [Get agent input parameters](https://docs.sequentum.com/api-reference/agents/input-parameters.md): Returns the list of input parameters the agent expects, including whether each parameter is encrypted.
- [Kill a run](https://docs.sequentum.com/api-reference/agents/kill-run.md): Forcefully kills a specific running agent instance.
- [List agents](https://docs.sequentum.com/api-reference/agents/list.md): Returns a list of agents accessible to the authenticated user within their organization.
- [List runs for an agent](https://docs.sequentum.com/api-reference/agents/list-runs.md): Returns a list of all runs and run history for an agent. Most recent records are returned first.
- [Restore an agent version](https://docs.sequentum.com/api-reference/agents/restore-version.md): Restores a previous version of an agent configuration as the new version.
- [Download a run output file](https://docs.sequentum.com/api-reference/agents/run-file-download.md): Download the contents of a file from when an agent was run.
- [List run output files](https://docs.sequentum.com/api-reference/agents/run-files.md): Get a list of of the files that were created when an agent was run.
- [Get run status](https://docs.sequentum.com/api-reference/agents/run-status.md): Returns the current status and details of a specific run. Faster than `GetAgentRuns` when you only need to check a single run, and it checks both active runs and run history.
- [Search agents](https://docs.sequentum.com/api-reference/agents/search.md): Searches for agents by matching the query term against agent names and descriptions (case-insensitive).
- [Start a run](https://docs.sequentum.com/api-reference/agents/start-run.md): Initiates a new run of the specified agent with the provided configuration parameters.
 
 Sample request:
 ```json
 {
     "inputParameters": {
         "param1": "value1",
         "param2": "value2"
     },
     "parallelism": 1,
     "parallelMaxConcurrency": 2,
     "parallelExport": true,…
- [Stop a run](https://docs.sequentum.com/api-reference/agents/stop-run.md): Stops a specific running agent instance.
- [Unarchive an agent](https://docs.sequentum.com/api-reference/agents/unarchive.md): Restores a previously archived agent so it appears in default list views again.
- [List agent versions](https://docs.sequentum.com/api-reference/agents/versions.md): Returns a list of all versions of the specified agent. The active version is always the largest version number
 
 Requires authorization.
- [Latest failure for an agent](https://docs.sequentum.com/api-reference/analytics/latest-failure.md): Returns diagnostics for the most recent failed run of the specified agent.
 Useful when asking "Why did my agent fail?" without specifying a run ID.
- [Records summary](https://docs.sequentum.com/api-reference/analytics/records-summary.md): Returns a summary of records extracted and exported within the specified date range.
 Useful for answering questions like "How many records did the agent download yesterday?"
- [Run diagnostics](https://docs.sequentum.com/api-reference/analytics/run-diagnostics.md): Returns detailed diagnostic information for a specific run, including error messages,
 statistics, possible causes of failure, and suggested remediation actions.
 Useful for answering questions like "Why did my agent fail?"
- [Runs summary](https://docs.sequentum.com/api-reference/analytics/runs-summary.md): Returns a summary of all runs (completed, failed, running, etc.) within the specified date range.
 Useful for answering questions like:
 - "How many agents ran yesterday?"
 - "What agents failed last week?"
- [Upcoming schedules](https://docs.sequentum.com/api-reference/analytics/schedules-upcoming.md): Returns all scheduled runs that are configured to execute within the specified date range.
 Useful for answering questions like "What agents are scheduled to run this week?"
- [Authentication](https://docs.sequentum.com/api-reference/authentication.md): Authenticate with an API key or an OAuth bearer token.
- [Agent billing detail](https://docs.sequentum.com/api-reference/billing/agent.md): Returns the cost breakdown by usage type for a specific agent within the specified date range.
 Useful for visualizing agent costs over time in charts.
- [Agent run-level billing](https://docs.sequentum.com/api-reference/billing/agent-runs.md): Returns a paginated list of runs with their costs for a specific agent within the specified date range.
- [Per-agent billing summary](https://docs.sequentum.com/api-reference/billing/agents.md): Returns a paginated list of agents with their total costs within the specified date range. Only returns agents the authenticated user has access to.
- [Get credits balance](https://docs.sequentum.com/api-reference/billing/credits.md): Returns the current available credits balance for the user's organization.
 Useful for answering questions like "How many credits do I have left?"
- [Billing history](https://docs.sequentum.com/api-reference/billing/history.md): Returns the history of credit transactions (additions, deductions, etc.) for the organization.
- [Get spending](https://docs.sequentum.com/api-reference/billing/spending.md): Returns the total amount spent within the specified date range.
 Useful for answering questions like "How much have I spent this week?"
- [Errors](https://docs.sequentum.com/api-reference/errors.md): Sequentum returns RFC 7807 problem details on every error.
- [API reference](https://docs.sequentum.com/api-reference/introduction.md): The Sequentum Cloud REST API, organized by resource.
- [Create a schedule](https://docs.sequentum.com/api-reference/schedules/create.md): Creates a new scheduled task that will automatically run the agent based on the specified schedule.
 
 **Schedule Types:**
 - **CRON (3)**: Use cronExpression to define a recurring schedule
 - **RunOnce (1)**: Requires startTime (must be at least 1 minute in the future) - runs once at the specified…
- [Delete a schedule](https://docs.sequentum.com/api-reference/schedules/delete.md): Permanently removes the specified schedule from the agent.
- [Disable a schedule](https://docs.sequentum.com/api-reference/schedules/disable.md): Disables a schedule so it will not run until it is enabled again.
- [Enable a schedule](https://docs.sequentum.com/api-reference/schedules/enable.md): Enables a previously disabled schedule so it will run according to its configuration.
- [Get a schedule](https://docs.sequentum.com/api-reference/schedules/get.md): Returns the details of a specific schedule for an agent.
- [List schedules for an agent](https://docs.sequentum.com/api-reference/schedules/list.md): Returns a list of all scheduled tasks configured for the specified agent.
- [Update a schedule](https://docs.sequentum.com/api-reference/schedules/update.md): Updates the configuration of an existing scheduled task.
 
 **Schedule Types:**
 - **CRON (3)**: Use cronExpression to define a recurring schedule
 - **RunOnce (1)**: Requires startTime (must be in the future) - runs once at the specified date/time
 - **RunEvery (2)**: Uses runEveryCount and runEver…
- [List agents in a space](https://docs.sequentum.com/api-reference/spaces/agents.md): Returns a list of all agents (configurations) within the specified space.
- [Get a space](https://docs.sequentum.com/api-reference/spaces/get.md): Returns details of a specific space.
- [List spaces](https://docs.sequentum.com/api-reference/spaces/list.md): Returns a list of all spaces the authenticated user has access to within their organization.
- [Run all agents in a space](https://docs.sequentum.com/api-reference/spaces/run-all.md): Starts all agents within the specified space.
 Useful for batch operations like "Run all agents in the Bot Blocking space".
 
 Note: Only active agents with valid configurations will be started.
- [Search spaces](https://docs.sequentum.com/api-reference/spaces/search.md): Searches for a space by name within the user's organization.
 Useful for finding a space like "Bot Blocking" by name.
- [Changelog](https://docs.sequentum.com/changelog.md): What's new in Sequentum.
- [Agents](https://docs.sequentum.com/concepts/agents.md): An Agent is a program that browses the web on your behalf and returns structured data.
- [Core concepts](https://docs.sequentum.com/concepts/overview.md): The four objects you'll work with every day in Sequentum.
- [Runs](https://docs.sequentum.com/concepts/runs.md): A Run is a single execution of an Agent.
- [Schedules](https://docs.sequentum.com/concepts/schedules.md): Recurring triggers that fire Runs against an Agent on a cadence you define.
- [Spaces](https://docs.sequentum.com/concepts/spaces.md): A Space is a workspace that owns Agents, members, and credits.
- [Operate in Control Center](https://docs.sequentum.com/control-center/operate.md): Trigger runs, watch status, and fetch outputs from the dashboard UI.
- [Sequentum](https://docs.sequentum.com/index.md): Build, run, and operate web data agents at enterprise scale.
- [Connect](https://docs.sequentum.com/mcp/connect.md): Wire Sequentum's MCP server into your data pipeline, automation platform, or chat client.
- [MCP](https://docs.sequentum.com/mcp/overview.md): Wire Sequentum into LLM-driven data pipelines and analyst workflows through a single MCP server.
- [Tools](https://docs.sequentum.com/mcp/tools.md): Every tool the Sequentum MCP server exposes, mapped to its REST equivalent.
- [Quickstart](https://docs.sequentum.com/quickstart.md): Build your first agent with Agent Builder and pull structured data — in under five minutes.

## OpenAPI Specs

- [swagger](https://docs.sequentum.com/swagger.json)
- [openapi](https://docs.sequentum.com/api-reference/openapi.json)