# Connect Buildkite and Openlayer When **New build** fires in [Buildkite](https://apiant.ai/connections/buildkite), your agent runs **Publish Record** in [Openlayer](https://apiant.ai/connections/openlayer), or **New Project** in Openlayer to **Add annotation** in Buildkite. Describe the whole flow and it is built, tested on every scenario and kept running. Buildkite **2** triggers Buildkite **12** actions Openlayer **2** triggers Openlayer **22** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Buildkite and Openlayer to do together? Give your AI client this address. `https://mcp.apiant.ai` Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What Buildkite and Openlayer can do together ### From Buildkite to Openlayer - When **New build** in Buildkite then **Publish Record** in Openlayer - When **Build finished** in Buildkite then **Create Project** in Openlayer ### From Openlayer to Buildkite - When **New Project** in Openlayer then **Add annotation** in Buildkite - When **New Test Result** in Openlayer then **Add build** in Buildkite Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with Buildkite and Openlayer ## Triggers and actions 4 triggers · 34 actions - Trigger **Build finished** Triggers when a Buildkite build finishes (passed, failed, canceled or otherwise completed). - Trigger **New build** Triggers when a new build is scheduled in a Buildkite pipeline. - Action **Add annotation** Creates an annotation (a Markdown or HTML note) on a Buildkite build, optionally appending to an existing annotation with the same context. - Action **Add build** Creates (triggers) a new build on a Buildkite pipeline for a given commit and branch, and returns the new build. - Action **Add pipeline** Creates a new pipeline in a Buildkite organization from a repository and YAML steps configuration. - Action **Cancel build** Cancels a running or scheduled build in a Buildkite pipeline and returns the updated build. - Action **Delete pipeline** Permanently deletes a pipeline from your Buildkite organization. - Action **Get build** Returns a single build of a Buildkite pipeline by its build number, including its state, commit, jobs and pipeline details. - Action **Get pipeline** Returns a Buildkite pipeline's full details, including its repository, default branch, steps and build counts. - Action **List agents** Returns the connected and stopping agents in a Buildkite organization, optionally filtered by name, hostname, version or queue. - Action **List builds** Returns the builds of a Buildkite pipeline, newest first, optionally filtered by branch, commit, state, creator or date range. - Action **List pipelines** Returns the pipelines in a Buildkite organization, optionally filtered by pipeline name or repository URL. - Action **Rebuild build** Starts a new build that re-runs an existing build of a pipeline, and returns the new build. - Action **Update pipeline** Updates one or more settings of an existing Buildkite pipeline, such as its name, repository, YAML steps or branch filters. - Trigger **New Project** Triggers when a new project is created in your Openlayer workspace. - Trigger **New Test Result** Triggers when a new test result is available for a data source. Useful for alerting on passing or failing model tests. - Action **Create Data Source** Creates a new data source in a project for streaming production data to Openlayer. - Action **Create Project** Creates a new AI or ML project in your Openlayer workspace. - Action **Create Test** Creates a data quality test in a project. Checks for duplicate rows, null values, or row counts. - Action **Delete Inference Pipeline** Delete an inference pipeline by its ID. - Action **Delete Project** Delete a project by its ID. - Action **Delete Test** Delete a test by its ID. - Action **Evaluate Test** Evaluates a test for a specific time range. Use after publishing records to get immediate results. - Action **Find Data Source** Finds a data source (inference pipeline) by name in a project. - Action **Find Project** Finds a project by name in your Openlayer workspace. - Action **Find Test Result** Finds test results for a data source, including whether each test passed or failed. Filter by outcome or test type to branch an automation on the result. - Action **Get Inference Pipeline** Retrieve the details around a specific inference pipeline. - Action **Get Project** Retrieves one project by its id. Openlayer has no single-project endpoint, so this reads the workspace's first 100 projects and returns the one matching the id. - Action **Get Test** Retrieve a test by ID. - Action **Get Test Result** Retrieves one test result by its id. Openlayer has no single-result endpoint, so this reads the data source's 100 most recent results and returns the matching one. - Action **List Inference Pipelines** List the authenticated user's inference pipelines under a project. - Action **List Projects** Lists the projects in your Openlayer workspace, optionally narrowed to one kind of project. Returns up to 100 projects. - Action **List Test Results** List all results for a test/goal under an inference pipeline. - Action **List Tests** Lists the tests in a project, optionally narrowed by kind, archived state or monitoring mode. Returns up to 100 tests. - Action **Publish Record** Publishes an LLM inference record to a data source for monitoring. Streams the model input, output, and metadata to Openlayer. - Action **Update Inference Pipeline** Update an inference pipeline. - Action **Update Project** Update a project. - Action **Update Test** Update a test (partial updates allowed). ## Each app on its own - [ **Buildkite** Buildkite is a platform for running fast, secure, and scalable continuous integration pipelines on your own...](https://apiant.ai/connections/buildkite) - [ **Openlayer** Openlayer is a platform for monitoring, evaluating, and testing AI and ML models in production.](https://apiant.ai/connections/openlayer) Reviews ## What our customers say ## More from Buildkite - [ **Buildkite to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/buildkite-to-hubspot) - [ **Buildkite to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/buildkite-to-salesforce) - [ **Buildkite to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/buildkite-to-slack) - [ **Buildkite to Google Sheets** Google Sheets](https://apiant.ai/connect/buildkite-to-google-sheets) - [ **Buildkite to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/buildkite-to-gmail) - [ **Buildkite to Google Calendar** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/buildkite-to-google-calendar) ## More into Openlayer - [ **Google Sheets to Openlayer** Google Sheets](https://apiant.ai/connect/google-sheets-to-openlayer) - [ **Gmail to Openlayer** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-openlayer) - [ **Google Calendar to Openlayer** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-openlayer) - [ **Google Drive to Openlayer** Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices...](https://apiant.ai/connect/google-drive-to-openlayer) - [ **Mailchimp to Openlayer** Mailchimp marketing automation and email platform.](https://apiant.ai/connect/mailchimp-to-openlayer) - [ **ActiveCampaign to Openlayer** ActiveCampaign is a marketing automation, email marketing, and CRM platform.](https://apiant.ai/connect/activecampaign-to-openlayer) Questions ## Buildkite and Openlayer, answered ### ### What can start an automation from Buildkite? Any of Buildkite's 2 triggers in the catalog, including New build and Build finished. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Openlayer when something happens in Buildkite? Any of Openlayer's 22 actions, including Create Data Source, Create Project, Create Test and Update Inference Pipeline. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Openlayer to Buildkite? Yes. When something happens in Openlayer, your agent can act in Buildkite too. This page covers both directions: Openlayer's triggers and Buildkite's actions are listed here as well. ### ### Do I have to build a connector for Buildkite or Openlayer? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.