# Corelayer

## Docs

- [Anomaly Detection](https://docs.corelayer.com/anomalies/overview.md): Monitor your data pipelines and infrastructure for unexpected changes in volume, column values, and schema.
- [SDK Metrics](https://docs.corelayer.com/anomalies/sdk-metrics.md): Track custom metrics from your data pipelines using the Corelayer SDK.
- [Table Monitoring](https://docs.corelayer.com/anomalies/table-monitoring.md): Monitor database tables for anomalies in data volume, column values, and schema changes.
- [April 2026](https://docs.corelayer.com/changelog/april-2026.md): MCP server, bulk close, non-interactive CLI auth, agent-agnostic skill, PII masking, anomaly detection, and 15 integrations.
- [December 2025](https://docs.corelayer.com/changelog/december-2025.md): v1.0.0 — Corelayer General Availability.
- [February 2026](https://docs.corelayer.com/changelog/february-2026.md): v1.2.0 — Deep Research & Anomaly Detection SDK.
- [January 2026](https://docs.corelayer.com/changelog/january-2026.md): v1.1.0 — Dynamic Maps & Integration Reliability.
- [March 2026](https://docs.corelayer.com/changelog/march-2026.md): v1.3.0 — REST API, CLI & Agent Learnings.
- [Corelayer Skill](https://docs.corelayer.com/cli/corelayer-skill.md): Install the Corelayer skill so supported AI agents automatically know how to use the CLI for production tasks.
- [Corelayer MCP Server](https://docs.corelayer.com/cli/mcp-server.md): Connect AI agents and MCP-compatible tools to Corelayer issues, integrations, and organization memory.
- [Corelayer CLI](https://docs.corelayer.com/cli/overview.md): Install the Corelayer CLI, authenticate with your organization, and use it from the terminal or an AI agent.
- [What is Corelayer?](https://docs.corelayer.com/index.md): The agent-native platform for production software support and maintenance.
- [Apache Airflow Integration](https://docs.corelayer.com/integrations/airflow.md): Connect Apache Airflow to Corelayer to monitor DAGs and enable intelligent debugging of workflow failures.
- [AWS Integration](https://docs.corelayer.com/integrations/aws.md): Connect your AWS account to Corelayer to monitor CloudWatch logs, RDS databases, and S3 buckets with intelligent debugging.
- [ClickHouse Integration](https://docs.corelayer.com/integrations/clickhouse.md): Connect your ClickHouse database to Corelayer to enable intelligent querying and debugging with your analytics data.
- [Cloudflare Integration](https://docs.corelayer.com/integrations/cloudflare.md): Connect your Cloudflare account to Corelayer to monitor Workers and enable intelligent debugging of your edge applications.
- [Datadog Integration](https://docs.corelayer.com/integrations/datadog.md): Connect your Datadog account to Corelayer to monitor logs, services, and metrics with intelligent debugging.
- [GCP Integration](https://docs.corelayer.com/integrations/gcp.md): Connect your Google Cloud Platform project to Corelayer to monitor Cloud Run, Cloud Functions, GKE, and more.
- [GitHub Integration](https://docs.corelayer.com/integrations/github.md): Connect your GitHub repositories to Corelayer for code context, intelligent debugging, and optional pull request creation.
- [incident.io Integration](https://docs.corelayer.com/integrations/incidentio.md): Connect incident.io to Corelayer to receive alerts and enable intelligent incident debugging and response.
- [Merge Integration](https://docs.corelayer.com/integrations/merge.md): Connect Merge to Corelayer to access HR and HCM platform data for context-aware debugging and analysis.
- [Oracle Cloud (OCI) Integration](https://docs.corelayer.com/integrations/oci.md): Connect Oracle Cloud Infrastructure to Corelayer to monitor log groups and enable intelligent debugging.
- [PlanetScale Integration](https://docs.corelayer.com/integrations/planetscale.md): Connect your PlanetScale database to Corelayer to enable intelligent querying and debugging with your application data.
- [Sentry Integration](https://docs.corelayer.com/integrations/sentry.md): Connect your Sentry account to Corelayer to enhance error monitoring and enable intelligent debugging of your applications.
- [Slack Integration](https://docs.corelayer.com/integrations/slack.md): Connect Slack to Corelayer to receive real-time notifications and debugging summaries in your team channels.
- [Microsoft Teams Integration](https://docs.corelayer.com/integrations/teams.md): Connect Microsoft Teams to Corelayer to receive real-time notifications and debugging summaries in your team channels.
- [Trigger.dev Integration](https://docs.corelayer.com/integrations/trigger-dev.md): Connect Trigger.dev to Corelayer to monitor background jobs and enable intelligent debugging of job failures.
- [Vercel Integration](https://docs.corelayer.com/integrations/vercel.md): Connect your Vercel projects to Corelayer to monitor deployments and logs with intelligent debugging.
- [PII Masking](https://docs.corelayer.com/security/pii-masking.md): Use configurable PII redaction to protect sensitive customer data while preserving debugging context.