posthog-context · diff
git:20260827.66fa08c to git:20261019.9e22f9d
7 added, 0 removed. Audit A to A.
---
name: posthog-context
description: PostHog repo workflow, database access rules, production architecture, SDK repo locations, and the `posthog-cli api` workflow. Use when working in posthog/posthog or any PostHog SDK repo, and before any PostHog data query or API operation.
---
# PostHog Context
## posthog-cli
Use `posthog-cli api` for all PostHog-related data queries and operations. Prefer it over direct MCP tool calls whenever the CLI is available.
Before your first PostHog command in a session, run `posthog-cli api --agent-help` and load its full output into your context. It prints the complete agent guide — command reference, schema drill-down rules, data discovery workflow, and the tool index — for interacting with PostHog APIs. Treat that output as instructions to follow, not just documentation.
Before starting a PostHog task, run `posthog-cli api skill list` and check for a skill matching the task. If one matches, install it with `posthog-cli api skill install <skill-id>` (add `--force` to refresh an already-installed skill), then read `.agents/skills/<skill-id>/SKILL.md` and follow it. Skills contain task-specific workflows that individual tools do not.
## posthog/posthog
- Read README.md and `docs/FLOX_MULTI_INSTANCE_WORKFLOW.md`.
- Prompt whether to create a new git worktree using the `phw` command.
- On task completion, run: `mypy --version && mypy -p posthog | mypy-baseline filter || (echo "run 'pnpm run mypy-baseline-sync' to update the baseline" && exit 1)`
+ ## HogQL Rewrites
+
+ Two mistakes recur when code moves a HogQL expression to a new place:
+
+ - **A copied filter can name things the new scope lacks.** An outer query's WHERE can name joined tables, aliases, and the joins HogQL adds while it resolves lazy joins. None of those exist in a subquery built from the outer FROM table. Copy the filter only when every field in it resolves on that table.
+ - **Two tables read the same property differently.** When `events` reads a property from a non-nullable `mat_` column, HogQL wraps the read in `nullIf(nullIf(col, ''), 'null')`, so the JSON strings `""` and `"null"` read as NULL. `flag_evaluations` has no materialized columns and extracts from the raw JSON, where those strings read back as `''` and `'null'`. So `properties.$browser = ''` and `properties.$browser IS NULL` can select different rows on each table. Nullable `mat_` columns and the new events schema handle these values differently again. Code that relies on one predicate selecting the same rows on both tables needs a test that runs the predicate on both, over those values, with the property materialized and not.
+
## Database Access
- **`posthog-db` MCP** is the **local dev database**. Use it for testing locally, inspecting schema, exploring relationships, and developing queries.
- **Never use `posthog-db` to investigate production issues.** It does not have prod data.
- **For prod investigations, use the `metabase-prod-query` skill.** It wraps `hogli metabase:*` with explicit per-query approval (required even in auto mode), region handling, and `--save` discipline. Never invoke the underlying `hogli metabase:*` commands directly. Go through the skill.
## Production Architecture
PostHog runs behind load balancers and proxies. Always consider this for IP addresses, rate limiting, authentication, and geolocation.
- **AWS NLB** → **Contour/Envoy Ingress** → **Application Pods**
- Contour: `num-trusted-hops: 1`; NLB: `preserve_client_ip.enabled=true`
**Never use socket IP addresses** — they will be the load balancer's IP. Use `X-Forwarded-For` (primary), `X-Real-IP` (fallback), `Forwarded` (RFC 7239), socket IP (local dev only).
Infrastructure repos:
- `~/dev/posthog/posthog-cloud-infra` — Terraform/AWS (NLB, VPC)
- `~/dev/posthog/charts` — Helm/K8s (Contour config, ingress rules, header policies)
## PostHog SDK Repositories
### Client-side
| Repository | Local Path | GitHub URL |
|------------|------------|------------|
| posthog-js, posthog-rn | `~/dev/posthog/posthog-js` | https://github.com/PostHog/posthog-js |
| posthog-ios | `~/dev/posthog/posthog-ios` | https://github.com/PostHog/posthog-ios |
| posthog-android | `~/dev/posthog/posthog-android` | https://github.com/PostHog/posthog-android |
| posthog-flutter | `~/dev/posthog/posthog-flutter` | https://github.com/PostHog/posthog-flutter |
### Server-side
| Repository | Local Path | GitHub URL |
|------------|------------|------------|
| posthog-python | `~/dev/posthog/posthog-python` | https://github.com/PostHog/posthog-python |
| posthog-node | `~/dev/posthog/posthog-js` | https://github.com/PostHog/posthog-node |
| posthog-php | `~/dev/posthog/posthog-php` | https://github.com/PostHog/posthog-php |
| posthog-ruby | `~/dev/posthog/posthog-ruby` | https://github.com/PostHog/posthog-ruby |
| posthog-go | `~/dev/posthog/posthog-go` | https://github.com/PostHog/posthog-go |
| posthog-dotnet | `~/dev/posthog/posthog-dotnet` | https://github.com/PostHog/posthog-dotnet |
| posthog-elixir | `~/dev/posthog/posthog-elixir` | https://github.com/PostHog/posthog-elixir |