PostHog AI tools and capabilities
Contents
PostHog AI is equipped with a collection of developer tools, enabling it to perform work within the platform. It's capable of completing a wide range of tasks and operations from data analysis and UI navigation to report creation.
Tools
Here’s a list of tools PostHog AI can access and use.
| App | Tool | Description |
|---|---|---|
| Platform | navigate | Navigate UI, tabs, and pages within PostHog. |
| Platform | read_data | Read data from PostHog project. |
| Platform | read_taxonomy | Read taxonomy for events and properties. |
| Platform | read_data.billing_info | Check your billing data. |
| Dashboards | create_dashboard | Create dashboards with insights based on your requirements. |
| Dashboards | edit_current_dashboard | Add insights to the dashboard you're viewing. |
| Data pipelines | create_hog_function_filters | Set up function filters for quick pipeline configuration. |
| Data pipelines | create_hog_function_inputs | Manage function variables in Hog functions. |
| Data pipelines | create_hog_transformation_function | Write and tweak Hog code of transformations. |
| Data warehouse | read_data.datawarehouse_schema | Read your data warehouse schema. |
| Data warehouse | fix_hogql_query | Fix SQL queries automatically. |
| Data warehouse | generate_hogql_query | Write and tweak SQL right there. |
| Docs | search.docs | Search docs for answers regarding PostHog. |
| Error tracking | filter_issues | Filter issues to dig into errors. |
| Error tracking | find_impactful_issue_event_list | Find impactful issues affecting your conversion, activation, or any other events. |
| Experiments | experiment_results_summary | Summarize experiment results for a comprehensive rundown. |
| Experiments | create_experiment | Create an experiment in seconds. |
| Feature flags | create_feature_flag | Create a feature flag in seconds. |
| Product analytics | create_and_query_insight | Edit the insight you're viewing. |
| Product analytics | search.insights | Search existing insights for answers. |
| Revenue analytics | filter_revenue_analytics | Filter revenue analytics to find the most impactful revenue insights. |
| Session replay | search_session_recordings | Search recordings quickly. |
| Session replay | session_summarization | Summarize sessions to analyze real user behavior. |
| Surveys | analyze_survey_responses | Analyze survey responses to extract themes and actionable insights. |
| Surveys | create_survey | Create surveys in seconds. |
| Workflows | create_message_template | Create email templates from scratch or using a URL for inspiration. |
Limitations
PostHog AI can’t (yet):
- Access your source code or third-party tools
- Browse the web beyond PostHog documentation
- View or analyze data outside the PostHog project you're working in
- Guarantee perfect accuracy
- Order tungsten cubes
PostHog is an all-in-one developer platform for building successful products. We provide product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, LLM analytics, data warehouse, a CDP, and an AI product assistant to help debug your code, ship features faster, and keep all your usage and customer data in one stack.