docs(llma): update TOC for OTel onboarding migration

contents/docs/llm-analytics/installation/anthropic.mdx

@@ -4,23 +4,18 @@ platformIconName: IconAnthropic
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-anthropic-sdk',
-        value: 'Install the Anthropic SDK',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {
-        url: 'initialize-posthog-and-anthropic-wrapper',
-        value: 'Initialize PostHog and the Anthropic wrapper',
-        depth: 1,
-    },
-    {
-        url: 'call-anthropic-llms',
-        value: 'Call Anthropic LLMs',
+        url: 'call-anthropic',
+        value: 'Call Anthropic',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/autogen.mdx

@@ -4,18 +4,13 @@ platformLogo: autogen
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-the-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-autogen',
-        value: 'Install AutoGen',
-        depth: 1,
-    },
-    {
-        url: 'initialize-posthog-and-autogen',
-        value: 'Initialize PostHog and AutoGen',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/azure-openai.mdx

@@ -4,13 +4,13 @@ platformLogo: azureOpenAI
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-the-sdks',
-        value: 'Install the SDKs',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'initialize-posthog-and-azure-openai-client',
-        value: 'Initialize PostHog and Azure OpenAI client',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/cerebras.mdx

@@ -4,18 +4,13 @@ platformLogo: cerebras
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-openai-sdk',
-        value: 'Install the OpenAI SDK',
-        depth: 1,
-    },
-    {
-        url: 'initialize-posthog-and-openai-client',
-        value: 'Initialize PostHog and OpenAI client',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/cohere.mdx

@@ -4,18 +4,13 @@ platformLogo: cohere
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-openai-sdk',
-        value: 'Install the OpenAI SDK',
-        depth: 1,
-    },
-    {
-        url: 'initialize-posthog-and-openai-client',
-        value: 'Initialize PostHog and OpenAI client',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/deepseek.mdx

@@ -4,18 +4,13 @@ platformLogo: deepseek
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-openai-sdk',
-        value: 'Install the OpenAI SDK',
-        depth: 1,
-    },
-    {
-        url: 'initialize-posthog-and-openai-client',
-        value: 'Initialize PostHog and OpenAI client',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/fireworks-ai.mdx

@@ -4,18 +4,13 @@ platformLogo: fireworksAI
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-openai-sdk',
-        value: 'Install the OpenAI SDK',
-        depth: 1,
-    },
-    {
-        url: 'initialize-posthog-and-openai-client',
-        value: 'Initialize PostHog and OpenAI client',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/groq.mdx

@@ -4,18 +4,13 @@ platformLogo: groq
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-openai-sdk',
-        value: 'Install the OpenAI SDK',
-        depth: 1,
-    },
-    {
-        url: 'initialize-posthog-and-openai-client',
-        value: 'Initialize PostHog and OpenAI client',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/helicone.mdx

@@ -4,18 +4,13 @@ platformLogo: helicone
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-the-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-the-openai-sdk',
-        value: 'Install the OpenAI SDK',
-        depth: 1,
-    },
-    {
-        url: 'initialize-posthog-and-openai-client',
-        value: 'Initialize PostHog and OpenAI client',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/hugging-face.mdx

@@ -4,18 +4,13 @@ platformLogo: huggingFace
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-openai-sdk',
-        value: 'Install the OpenAI SDK',
-        depth: 1,
-    },
-    {
-        url: 'initialize-posthog-and-openai-client',
-        value: 'Initialize PostHog and OpenAI client',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/instructor.mdx

@@ -4,23 +4,18 @@ platformLogo: instructor
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-the-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-instructor-and-openai-sdks',
-        value: 'Install Instructor and OpenAI SDKs',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {
-        url: 'initialize-posthog-and-instructor',
-        value: 'Initialize PostHog and Instructor',
-        depth: 1,
-    },
-    {
-        url: 'use-instructor-with-structured-outputs',
-        value: 'Use Instructor with structured outputs',
+        url: 'extract-structured-data',
+        value: 'Extract structured data',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/langchain.mdx

@@ -4,18 +4,13 @@ platformIconName: IconLangChain
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-langchain-and-openai-sdks',
-        value: 'Install LangChain and OpenAI SDKs',
-        depth: 1,
-    },
-    {
-        url: 'initialize-posthog-and-langchain',
-        value: 'Initialize PostHog and LangChain',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/langgraph.mdx

@@ -4,18 +4,13 @@ platformLogo: langgraph
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-the-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-langgraph',
-        value: 'Install LangGraph',
-        depth: 1,
-    },
-    {
-        url: 'initialize-posthog',
-        value: 'Initialize PostHog',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/llamaindex.mdx

@@ -4,18 +4,13 @@ platformLogo: llamaindex
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-the-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-llamaindex',
-        value: 'Install LlamaIndex',
-        depth: 1,
-    },
-    {
-        url: 'initialize-posthog-and-llamaindex',
-        value: 'Initialize PostHog and LlamaIndex',
+        url: 'set-up-opentelemetry-tracing',
+        value: 'Set up OpenTelemetry tracing',
         depth: 1,
     },
     {

contents/docs/llm-analytics/installation/manual-capture.mdx

@@ -1,6 +1,24 @@
 ---
 title: Manual capture LLM analytics installation
 platformIconName: IconCode
+showStepsToc: true
+tableOfContents: [
+    {
+        url: 'capture-llm-events-manually',
+        value: 'Capture LLM events manually',
+        depth: 1,
+    },
+    {
+        url: 'event-properties',
+        value: 'Event properties',
+        depth: 1,
+    },
+    {
+        url: 'verify-traces-and-generations',
+        value: 'Verify traces and generations',
+        depth: 1,
+    },
+]
 ---
 
 <!--
@@ -11,11 +29,12 @@ See the docs runbook for more info: https://posthog.com/handbook/docs-and-wizard
 
 import { ManualInstallation } from 'onboarding/llm-analytics/manual.tsx'
 import { OnboardingContentWrapper } from 'components/Docs/OnboardingContentWrapper'
+import { addNextStepsStep } from './_snippets/shared-helpers.tsx'
 import GenerationEvent from '../_snippets/generation-event.mdx'
 import TraceEvent from '../_snippets/trace-event.mdx'
 import SpanEvent from '../_snippets/span-event.mdx'
 import EmbeddingEvent from '../_snippets/embedding-event.mdx'
 
 <OnboardingContentWrapper snippets={{ GenerationEvent, TraceEvent, SpanEvent, EmbeddingEvent }}>
-    <ManualInstallation />
+    <ManualInstallation modifySteps={addNextStepsStep} />
 </OnboardingContentWrapper>

contents/docs/llm-analytics/installation/mastra.mdx

@@ -4,23 +4,18 @@ platformLogo: mastra
 showStepsToc: true
 tableOfContents: [
     {
-        url: 'install-posthog-sdk',
-        value: 'Install the PostHog SDK',
+        url: 'install-dependencies',
+        value: 'Install dependencies',
         depth: 1,
     },
     {
-        url: 'install-mastra',
-        value: 'Install Mastra',
+        url: 'configure-mastra-with-the-posthog-exporter',
+        value: 'Configure Mastra with the PostHog exporter',
         depth: 1,
     },
     {
-        url: 'initialize-posthog-and-wrap-your-model',
-        value: 'Initialize PostHog and wrap your model',
-        depth: 1,
-    },
-    {
-        url: 'use-your-mastra-agent',
-        value: 'Use your Mastra agent',
+        url: 'run-your-agent',
+        value: 'Run your agent',
         depth: 1,
     },
     {