# Aient

> Aient integration docs for telemetry, source maps, webhooks, and event schemas.

- [Aient integration docs](https://docs.aient.ai/index.md): Connect apps to Aient with OpenTelemetry SDKs, source map uploads, OTLP ingest endpoints, and CloudEvents webhooks for problem lifecycle events.
- [OpenTelemetry quickstarts](https://docs.aient.ai/quickstart/opentelemetry.md): Instrument Python, Java, .NET, Ruby, PHP, Go, and Elixir applications with Aient OTLP ingest, bearer authentication, and deploy metadata.
- [Server telemetry quickstart](https://docs.aient.ai/quickstart/server.md): Install @aient/otel and initialize it before HTTP, database, or queue clients to send Node.js traces and logs to Aient with service name and release metadata.
- [Browser telemetry quickstart](https://docs.aient.ai/quickstart/browser.md): Install @aient/otel-browser, register it at app boot with a publishable key, and send frontend traces and logs from React or Next.js apps to Aient.
- [Send Vercel logs & traces to Aient with a Drain](https://docs.aient.ai/vercel/drain.md): Connect a Vercel custom-endpoint Drain to Aient to ingest Vercel function logs and OTLP traces with near-zero instrumentation. Aient turns crash-class errors into reviewed GitHub fix PRs — reducing MTTR with automated root cause analysis.
- [Send AWS CloudWatch Logs to Aient with Firehose](https://docs.aient.ai/aws/firehose.md): Connect Amazon CloudWatch Logs to Aient through Amazon Data Firehose, so AWS application errors can become Aient problems and reviewed remediation PRs.
- [Upload source maps](https://docs.aient.ai/source-maps/upload.md): Upload JavaScript source maps from CI with @aient/sourcemaps so Aient resolves minified browser stack frames using matching service name and commit SHA.
- [Upload Flutter debug artifacts](https://docs.aient.ai/source-maps/flutter-debug-artifacts.md): Build, retain, and upload exact Dart AOT symbols and Apple dSYM members for Flutter releases, while preserving R8 mappings for their separate symbolication path.
- [Common questions about Aient](https://docs.aient.ai/questions.md): Answers to common questions about what Aient does, how it ingests OpenTelemetry signals, groups problems, integrates Slack and GitHub, and drives remediation.
- [Aient webhooks overview](https://docs.aient.ai/webhooks/overview.md): Aient delivers tenant-selectable events as CloudEvents 1.0 structured JSON with at-least-once delivery and idempotency through source and id tuples.
- [Webhook signing](https://docs.aient.ai/webhooks/signing.md): Verify Aient webhook signatures using the raw request body and endpoint secret, reject stale or malformed signatures, and deduplicate events before processing.
- [Webhook event schemas](https://docs.aient.ai/webhooks/events/index.md): Index of tenant-selectable Aient webhook events covering problem lifecycle, remediation, integrations, onboarding, and repository discovery with schema links.
- [instrumentation.discovery_started](https://docs.aient.ai/webhooks/events/ai.aient.instrumentation.discovery_started.md): Webhook schema for ai.aient.instrumentation.discovery_started
- [instrumentation.pr_merged](https://docs.aient.ai/webhooks/events/ai.aient.instrumentation.pr_merged.md): Webhook schema for ai.aient.instrumentation.pr_merged
- [instrumentation.services_selected](https://docs.aient.ai/webhooks/events/ai.aient.instrumentation.services_selected.md): Webhook schema for ai.aient.instrumentation.services_selected
- [integration.github.connected](https://docs.aient.ai/webhooks/events/ai.aient.integration.github.connected.md): Webhook schema for ai.aient.integration.github.connected
- [integration.github.disconnected](https://docs.aient.ai/webhooks/events/ai.aient.integration.github.disconnected.md): Webhook schema for ai.aient.integration.github.disconnected
- [integration.linear.connected](https://docs.aient.ai/webhooks/events/ai.aient.integration.linear.connected.md): CloudEvent fired when a Linear workspace connection becomes usable, with payload fields for organisationId, workspaceId, and workspaceName.
- [integration.linear.disconnected](https://docs.aient.ai/webhooks/events/ai.aient.integration.linear.disconnected.md): Webhook schema for ai.aient.integration.linear.disconnected
- [integration.mcp.connected](https://docs.aient.ai/webhooks/events/ai.aient.integration.mcp.connected.md): Webhook schema for ai.aient.integration.mcp.connected
- [integration.scm.connected](https://docs.aient.ai/webhooks/events/ai.aient.integration.scm.connected.md): Webhook schema for ai.aient.integration.scm.connected
- [integration.scm.disconnected](https://docs.aient.ai/webhooks/events/ai.aient.integration.scm.disconnected.md): Webhook schema for ai.aient.integration.scm.disconnected
- [integration.slack.connected](https://docs.aient.ai/webhooks/events/ai.aient.integration.slack.connected.md): CloudEvent fired when a Slack workspace connection becomes usable for Aient notifications, with payload fields organisationId, workspaceId, and workspaceName.
- [integration.slack.disconnected](https://docs.aient.ai/webhooks/events/ai.aient.integration.slack.disconnected.md): Webhook schema for ai.aient.integration.slack.disconnected
- [integration.slack.notification_channel_selected](https://docs.aient.ai/webhooks/events/ai.aient.integration.slack.notification_channel_selected.md): CloudEvent fired when a tenant selects a Slack channel to receive Aient notifications, with payload fields channelId, channelName, and organisationId.
- [onboarding.completed](https://docs.aient.ai/webhooks/events/ai.aient.onboarding.completed.md): CloudEvent fired when a tenant finishes Aient onboarding, with payload fields organisationId and onboardingRunId emitted from the onboarding bounded context.
- [organisation.created](https://docs.aient.ai/webhooks/events/ai.aient.organisation.created.md): CloudEvent fired when a tenant organisation is created in Aient, with payload fields organisationId, organisationName, and ownerUserId for provisioning.
- [problem.closed](https://docs.aient.ai/webhooks/events/ai.aient.problem.closed.md): CloudEvent fired when an Aient problem is closed, with payload fields organisationId, problemId, and closureReason for tracking lifecycle outcomes.
- [problem.detected](https://docs.aient.ai/webhooks/events/ai.aient.problem.detected.md): CloudEvent fired when Aient detects a new problem from grouped telemetry, with payload fields organisationId, problemId, environmentId, severity, and title.
- [problem.duplicate_changed](https://docs.aient.ai/webhooks/events/ai.aient.problem.duplicate_changed.md): Webhook schema for ai.aient.problem.duplicate_changed
- [problem.regressed](https://docs.aient.ai/webhooks/events/ai.aient.problem.regressed.md): CloudEvent fired when a previously closed Aient problem regresses, with payload fields organisationId, problemId, and previousStatus for routing.
- [problem.remediation_decision_recorded](https://docs.aient.ai/webhooks/events/ai.aient.problem.remediation_decision_recorded.md): Webhook schema for ai.aient.problem.remediation_decision_recorded
- [problem.reopened](https://docs.aient.ai/webhooks/events/ai.aient.problem.reopened.md): Webhook schema for ai.aient.problem.reopened
- [problem.suppression_changed](https://docs.aient.ai/webhooks/events/ai.aient.problem.suppression_changed.md): Webhook schema for ai.aient.problem.suppression_changed
- [problem.triaged](https://docs.aient.ai/webhooks/events/ai.aient.problem.triaged.md): CloudEvent fired when Aient triages a detected problem, with payload fields organisationId, problemId, triageId, and severity for downstream routing.
- [problem.verification_started](https://docs.aient.ai/webhooks/events/ai.aient.problem.verification_started.md): Webhook schema for ai.aient.problem.verification_started
- [remediation.investigation_completed](https://docs.aient.ai/webhooks/events/ai.aient.remediation.investigation_completed.md): CloudEvent fired when a remediation investigation completes, with payload fields problemId, investigationId, confidence, and shouldRemediate flag.
- [remediation.pr_created](https://docs.aient.ai/webhooks/events/ai.aient.remediation.pr_created.md): CloudEvent fired when Aient opens a remediation pull request, with payload fields problemId, pullRequestUrl, repositoryFullName, and PR status.
- [remediation.verified](https://docs.aient.ai/webhooks/events/ai.aient.remediation.verified.md): CloudEvent fired when an Aient remediation is verified against telemetry, with payload fields problemId, remediationId, and verificationId for closure.
- [repository.discovered](https://docs.aient.ai/webhooks/events/ai.aient.repository.discovered.md): CloudEvent fired when Aient discovers a tenant repository through GitHub, with payload fields organisationId, repositoryFullName, and repositoryId.
- [team.invitation_accepted](https://docs.aient.ai/webhooks/events/ai.aient.team.invitation_accepted.md): CloudEvent fired when a teammate accepts an Aient team invitation, with payload fields invitationId, memberUserId, and organisationId.
- [telemetry.received](https://docs.aient.ai/webhooks/events/ai.aient.telemetry.received.md): Webhook schema for ai.aient.telemetry.received
- [OpenTelemetry endpoints](https://docs.aient.ai/reference/otlp-endpoints.md): Public OTLP HTTP endpoints for traces and logs at ingest.aient.ai, bearer token auth with publishable keys, and resource attributes Aient uses for grouping.
- [@aient/otel SDK reference](https://docs.aient.ai/reference/sdk-server.md): Configuration options for the @aient/otel Node.js package including publishable key, service name, release metadata, and exporter URL and header overrides.
- [@aient/otel-browser SDK reference](https://docs.aient.ai/reference/sdk-browser.md): Configuration options for @aient/otel-browser including publishable key, service name, release metadata, and exporter URL overrides for browser telemetry.
- [@aient/sourcemaps CLI reference](https://docs.aient.ai/reference/sourcemaps-cli.md): Command line options for JavaScript source maps and typed Flutter Dart AOT and Apple dSYM debug artifact uploads.
- [Event registry](https://docs.aient.ai/reference/event-registry.md): Aient publishes webhook event schemas at registry.aient.ai with immutable schema artifact URLs and versioned event aliases for generated clients and browsing.
- [aient-viewer RBAC template](https://docs.aient.ai/reference/kubernetes-aient-viewer.md): The read-only RBAC Aient publishes for the viewer of a Kubernetes connection: copy it, remove what you do not want agents to read, and paste it when you attach a cluster.
- [Use Aient docs from AI assistants and coding agents](https://docs.aient.ai/ai-tools.md): Point Cursor, Claude Code, and other AI tools at Aient docs through generated Markdown, llms.txt, and skill.md so agents instrument apps from the same source.
- [Aient CLI](https://docs.aient.ai/ai-tools/cli.md): Authenticate per project, offload a local workspace, and operate isolated Aient sandboxes.
- [Authentication and project profiles](https://docs.aient.ai/ai-tools/cli/authentication.md): Use browser OAuth, durable project access, named profiles, access-only exports, and restricted task credentials.
- [Run and synchronise workspaces](https://docs.aient.ai/ai-tools/cli/run-and-sync.md): Run an exact local checkout remotely and synchronise Git and explicit extra-file layers.
- [Retained sandbox lifecycle](https://docs.aient.ai/ai-tools/cli/retained-sandboxes.md): Create, find, wait for, enter, inspect, and delete retained Aient sandboxes.
- [Executions, output, and files](https://docs.aient.ai/ai-tools/cli/executions-and-files.md): Observe supervised commands, reconnect to live output, and transfer explicit files.
- [CLI command reference](https://docs.aient.ai/ai-tools/cli/command-reference.md): A compact index of current Aient CLI commands and global flags.
- [CLI troubleshooting and current limits](https://docs.aient.ai/ai-tools/cli/troubleshooting.md): Resolve authentication, environment policy, repository, transfer, and live-execution errors.
- [Customer MCP connections](https://docs.aient.ai/ai-tools/customer-mcp-connections.md): Attach approved tools from your remote MCP servers to Sparkles in one Aient environment.
- [Kubernetes connections](https://docs.aient.ai/ai-tools/kubernetes-connections.md): Let Aient's agents read one of your Kubernetes clusters through a connector you install, without giving Aient a Kubernetes credential.
- [Agentic x402 onboarding](https://docs.aient.ai/agentic-x402.md): How autonomous agents discover Aient through x402 and Coinbase Bazaar, create a wallet-backed organisation, ingest telemetry, and request AI remediation.
- [Agent-assisted setup](https://docs.aient.ai/agent-commerce.md): Use an AI assistant to prepare Aient setup safely: choose a plan, gather repository details, connect approved integrations, and install telemetry without bypassing human consent.
- [Changelog](https://docs.aient.ai/changelog.md): Release notes for Aient covering new features, SDK updates, webhook changes, integrations, and bug fixes shipped each week to the platform.


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