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posthog

🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, 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.

Best fitUsers who want source-backed project understanding before installing it.

Check whether this project matches your task before installing it.

What it can doskill, recipe, host_instruction, eval, preflight

Review the portable capability path.

Before continuingVerify in a sandbox

Do not treat a preview pack as a proven local install.

GitHub snapshot35k stars

2.9k forks · 504 contributors

Last verification date: 2026-07-21 Verification method: source evidence, semantic profile, public page gate, and static build acceptance.

Official first step Read manual preview Source repository

Publication status · 2026-07-21

What is posthog?

01

Quick decision

Use this section to decide whether the project is worth a deeper read.
Best forUsers who want source-backed project understanding before installing it.

Match the project to your task before installing it.

Capabilityskill, recipe, host_instruction, eval, preflight

🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, 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.

RepositoryPostHog/posthog

35k stars · 2.9k forks

02

What it can do

Translate the upstream project into concrete capabilities the user can judge before installing.
1

PostHog Overview and Monorepo Architecture

Related topics: AI Agents, Max AI, and Self-Driving Mode, Data Ingestion, HogQL, and ClickHouse Backend, Frontend Application, LemonUI, and Product Features

Source: https://github.com/PostHog/posthog / Human Manual
2

AI Agents, Max AI, and Self-Driving Mode

Related topics: PostHog Overview and Monorepo Architecture, Data Ingestion, HogQL, and ClickHouse Backend

Source: https://github.com/PostHog/posthog / Human Manual
3

Data Ingestion, HogQL, and ClickHouse Backend

Related topics: PostHog Overview and Monorepo Architecture, AI Agents, Max AI, and Self-Driving Mode

Source: https://github.com/PostHog/posthog / Human Manual
4

Frontend Application, LemonUI, and Product Features

Related topics: PostHog Overview and Monorepo Architecture, Data Ingestion, HogQL, and ClickHouse Backend

Source: https://github.com/PostHog/posthog / Human Manual
5

Doramagic Pitfall Log

Source-linked risks stay visible on the manual page so the preview does not read like a recommendation.

Source: Doramagic discovery, validation, and Project Pack records

Sources: https://github.com/PostHog/posthog, Human Manual, Project Pack evidence, and downstream validation signals.

03

Community Discussion Evidence

Project-level external discussion stays visible on the detail page, not only inside the manual.
Stars35k stars
Forks2.9k forks
Contributors504 contributors
Licenseunknown

Community Discussion Evidence

12 source-linked items

Review these external discussions before using posthog with real data or production workflows. They are review inputs, not standalone proof that the project is production-ready.

04

How to start

Only source-backed commands are shown here. Verify them in an isolated environment first.
1

Try the prompt first

Test the workflow without installing the upstream project.

preview
2

Read the Human Manual

Understand inputs, outputs, limits, and failure modes.

manual
3

Take context to your AI host

Use the compiled assets in your preferred AI environment.

context
4

Run sandbox verification

Confirm install commands and rollback before using a primary environment.

verify
pip install posthog

Official start command · https://github.com/PostHog/posthog#readme · verified: yes

05

Human Manual

The English page must expose the real manual, not a short placeholder.

8+ sections · Human Manual

posthog Manual

🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, 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.

Open the full manual
  1. https://github.com/PostHog/posthog Project Manual
  2. Table of Contents
  3. PostHog Overview and Monorepo Architecture
  4. Related Pages
  5. What PostHog Is and What This Repository Contains
  6. Repository Layout and Workspace Topology
  7. High-Level Architecture
  8. Build, Development, and Cross-Cutting Tooling
1

PostHog Overview and Monorepo Architecture

Related topics: AI Agents, Max AI, and Self-Driving Mode, Data Ingestion, HogQL, and ClickHouse Backend, Frontend Application, LemonUI, and Product Features

Source: https://github.com/PostHog/posthog / Human Manual
2

AI Agents, Max AI, and Self-Driving Mode

Related topics: PostHog Overview and Monorepo Architecture, Data Ingestion, HogQL, and ClickHouse Backend

Source: https://github.com/PostHog/posthog / Human Manual
3

Data Ingestion, HogQL, and ClickHouse Backend

Related topics: PostHog Overview and Monorepo Architecture, AI Agents, Max AI, and Self-Driving Mode

Source: https://github.com/PostHog/posthog / Human Manual
4

Frontend Application, LemonUI, and Product Features

Related topics: PostHog Overview and Monorepo Architecture, Data Ingestion, HogQL, and ClickHouse Backend

Source: https://github.com/PostHog/posthog / Human Manual
5

Doramagic Pitfall Log

Source-linked risks stay visible on the manual page so the preview does not read like a recommendation.

Source: Doramagic discovery, validation, and Project Pack records

06

AI Context Pack and portable assets

After deciding to continue, take the project context into your own AI host.

Complete pack plus user-owned assets

These files are planning and verification assets for Claude Code, Codex, Gemini, Cursor, ChatGPT, and other AI hosts.

Download complete pack Read Human Manual
BundleComplete Project PackAssetAI Context PackAssetBoundary & Risk CardAssetHuman ManualAssetPitfall LogAssetPrompt PreviewAssetQuick StartEvidenceREPO_INSPECTION.json

07

Preflight checks

Treat this page as a planning asset, not proof that your local environment is ready.

08

Pitfall Log and verification risks

Doramagic surfaces high-risk items before users treat a candidate capability as verified.
medium

Installation risk requires verification

Upgrade or migration may change expected behavior: 0.7.24 — 2026-06-16

medium

Installation risk requires verification

Developers may fail before the first successful local run: Renovate: Dependency Status

medium

Installation risk requires verification

May increase setup, validation, or first-run risk for the user.

medium

Capability evidence risk requires verification

May increase setup, validation, or first-run risk for the user.

medium

Maintenance risk requires verification

May increase setup, validation, or first-run risk for the user.

medium

Security or permission risk requires verification

May increase setup, validation, or first-run risk for the user.

medium

Security or permission risk requires verification

May increase setup, validation, or first-run risk for the user.

low

Maintenance risk requires verification

May increase setup, validation, or first-run risk for the user.