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Developer automation

Bring governed AI workflows into the systems you already run.

Trigger with APIs and webhooks, call external services and inspect every execution without rebuilding the orchestration layer.

No credit card required

Product proof

A real request, a real execution record

The v1 API uses scoped API keys. Webhook payloads map into workflow variables and return an execution identifier.

01POST /api/webhooks/{id}/trigger
02X-API-Key authentication
03GET /api/v1/executions/{id}/result

Core capabilities

Concrete primitives for integration

REST · JSON

REST API

Trigger executions, inspect status, retrieve results and respond to approvals through scoped endpoints.

EVENT

Webhook triggers

Send a JSON payload to a workflow-specific endpoint protected by an API key.

OBSERVE

Logs and recovery

Inspect step output, errors and execution history; retry behavior is controlled by workflow configuration.

CONTROL

Credentials and deployment

Use managed credential references and deployment options documented for your environment.

How it runs

An internal event becomes a governed execution

The caller receives an execution ID and can inspect the result.

  1. 01Internal webhook
  2. 02Call external API
  3. 03AI processes data
  4. 04Conditional branch
  5. 05Return or publish result
Reference integration

Webhook-triggered internal triage

An internal system posts a JSON event. The workflow enriches it through an API, uses AI to classify it, branches by outcome and exposes the recorded result.

BEFORE

Before: every team maintains its own trigger, retry and logging glue.

WITH BRAIDRUN

After: orchestration is centralized while the internal system keeps its contract.

This example shows only confirmed workflow behavior. No unverified outcome figures are used.

The operational gap

Orchestration is more than a model call

Production integrations need authentication, retries, state and evidence.

Glue code expands

Triggers, queues, retries and result polling become another platform to maintain.

Failures are opaque

A single response does not explain which step failed or what input it received.

Security gets fragmented

Keys and permissions spread across scripts without a consistent access boundary.

FAQ

Questions, answered

Developer automation

Trigger the first workflow from your system

Use the documented webhook contract, then inspect the execution and result.

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Braidrun / developer-automationProduct demo
Braidrun execution list with status and timing