Generated banner for Logs Java
Generated logo for Logs Java

Logs Java

PostHogOfficialCreated by PostHog

  • Skill
  • Tool integration
  • Data and AI
  • MIT
  • No issues found

From the author

PostHog logs for Java
— the description by PostHog

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

This skill provides guidance and reference materials for configuring Java applications to export logs to PostHog. It emphasizes the use of the OpenTelemetry protocol and structured logging practices to ensure logs are actionable and queryable. The skill covers installation, best practices for log structure, and methods for debugging and searching logs within the PostHog ecosystem.

What it does

  • Provides instructions for setting up OpenTelemetry log exporters in Java.
  • Outlines best practices for structured logging to improve queryability.
  • Explains how to correlate logs with session replays and trace data.
  • Offers guidance on troubleshooting log ingestion issues.
  • Details how to use MCP tools to search and analyze logs directly from an IDE.

When to use it

  • When you need to centralize logs from Java services into PostHog.
  • When you want to transition from plain text logging to structured, wide events.
  • When you need to debug production issues by correlating logs with user sessions or traces.
  • When you are setting up observability for a new or existing Java application.

Advantages

  • Enables unified visibility across logs, product analytics, and session replays.
  • Promotes the use of standard OpenTelemetry protocols for vendor-neutral ingestion.
  • Encourages structured logging patterns that reduce noise and improve searchability.
  • Supports direct log querying and analysis within AI-enabled development environments.

Usage examples

“How do I configure my Java application to send logs to PostHog?”
The agent provides steps to configure an OTLP exporter in your Java application, pointing it to the PostHog ingest endpoint using environment variables.
“Show me all error logs from the payments service in the last hour.”
The agent uses the logs-query MCP tool to filter and display relevant error logs from the specified service.

Install

  1. Download the skill as a ZIP:

    https://autogineer.com/agent-skills/posthog/logs-java/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip logs-java.zip -d .agents/skills

Documentation by PostHog

PostHog logs for Java

This skill helps you add PostHog log ingestion to Java applications.

Reference files

  • references/java.md - Java logs installation - docs

  • references/start-here.md - Getting started with logs - docs

  • references/search.md - Search logs - docs

  • references/best-practices.md - Logging best practices - docs

  • references/troubleshooting.md - Logs troubleshooting - docs

  • references/link-session-replay.md - Link session replay - docs

  • references/debug-logs-mcp.md - Debug logs with mcp - docs

Consult the documentation for API details and framework-specific patterns.

Key principles

  • Environment variables: Always use environment variables for PostHog keys and OpenTelemetry endpoints. Never hardcode them.

  • Minimal changes: Add log export alongside existing logging. Don't replace or restructure existing logging code.

  • OpenTelemetry: PostHog logs use the OpenTelemetry protocol. Configure an OTLP exporter pointed at PostHog's ingest endpoint.

  • Structured logging: Prefer structured log formats with key-value properties over plain text messages.

Framework guidelines

No specific framework guidelines.

Files

references/java.md

Java logs installation - Docs

  1. 1

    Install OpenTelemetry packages

    Required

    Add the following dependencies to your pom.xml:

    XML

    PostHog AI

    <dependency>
        <groupId>io.opentelemetry</groupId>
        <artifactId>opentelemetry-api</artifactId>
        <version>1.32.0</version>
    </dependency>
    <dependency>
        <groupId>io.opentelemetry</groupId>
        <artifactId>opentelemetry-sdk</artifactId>
        <version>1.32.0</version>
    </dependency>
    <dependency>
        <groupId>io.opentelemetry</groupId>
        <artifactId>opentelemetry-exporter-otlp</artifactId>
        <version>1.32.0</version>
    </dependency>
  2. 2

    Get your project token

    Required

    You'll need your PostHog project token to authenticate log requests. This is the same key you use for capturing events and exceptions with the PostHog SDK.

    Important: Use your project token which starts with phc_. Do not use a personal API key (which starts with phx_).

    You can find your project token in Project Settings.

  3. 3

    Configure the SDK

    Required

    Set up the OpenTelemetry SDK to send logs to PostHog.

    Java

    PostHog AI

    import io.opentelemetry.api.logs.GlobalLoggerProvider;
    import io.opentelemetry.sdk.logs.SdkLoggerProvider;
    import io.opentelemetry.sdk.logs.export.BatchLogRecordProcessor;
    import io.opentelemetry.exporter.otlp.logs.OtlpHttpLogRecordExporter;
    SdkLoggerProvider loggerProvider = SdkLoggerProvider.builder()
        .addLogRecordProcessor(
            BatchLogRecordProcessor.builder(
                OtlpHttpLogRecordExporter.builder()
                    .setEndpoint("https://us.i.posthog.com/i/v1/logs")
                    .addHeader("Authorization", "Bearer <ph_project_token>")
                    .build()
            ).build()
        )
        .build();
    GlobalLoggerProvider.set(loggerProvider);

    Alternatively, you can pass the API key as a query parameter:

    Java

    PostHog AI

    OtlpHttpLogRecordExporter.builder()
        .setEndpoint("https://us.i.posthog.com/i/v1/logs?token=<ph_project_token>")
        .build()
  4. 4

    Use OpenTelemetry logging

    Required

    Now you can start logging with OpenTelemetry:

    Java

    PostHog AI

    import io.opentelemetry.api.logs.Logger;
    Logger logger = GlobalLoggerProvider.get().get("my-app");
    logger.logRecordBuilder()
        .setBody("User action")
        .setAttributes(Attributes.of(
            AttributeKey.stringKey("userId"), "123",
            AttributeKey.stringKey("action"), "login"
        ))
        .emit();
  5. 5

    Test your setup

    Recommended

    Once everything is configured, test that logs are flowing into PostHog:

    1. Send a test log from your application

    2. Check the PostHog logs interface for your log entries

    3. Verify the logs appear in your project

    View your logs in PostHog

  6. Next steps

    Checkpoint

    What you can do with your logs

    ActionDescription
    Why you need logsWhat logs show you that nothing else does
    Search logsUse the search interface to find specific log entries
    Filter by levelFilter by INFO, WARN, ERROR, etc.
    Link session replayConnect logs to users and session replays by passing posthogDistinctId and sessionId
    Logging best practicesLearn what to log, how to structure logs, and patterns that make logs useful in production

    Troubleshoot common issues

Community questions

Ask a question

Was this page useful?

HelpfulCould be better

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Security

No issues found by our static scan· No issues found

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Created by
PostHog
Publisher
PostHog (Official)
Source
PostHog/skills · skills/posthog/logs/skills/java · commit a5d30e7
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced
Also distributed in
PostHog/skills

AutoGineer is not affiliated with or endorsed by PostHog or PostHog.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download logs-java.zip