+
Set up the trace-to-prompt connection in your application.
diff --git a/src/pages/docs/prompt/features/sdk.mdx b/src/pages/docs/prompt/features/sdk.mdx
index 177dde74..9b947930 100644
--- a/src/pages/docs/prompt/features/sdk.mdx
+++ b/src/pages/docs/prompt/features/sdk.mdx
@@ -1,6 +1,6 @@
---
-title: "Prompt Workbench Using SDK"
-description: "Create, version, and run prompt templates programmatically using the Future AGI SDK (TypeScript/JavaScript or Python)."
+title: "Prompt Workbench SDK: Create and Version Prompts in Code"
+description: "Create, version, and run prompt templates programmatically using the Future AGI SDK for TypeScript/JavaScript or Python applications."
---
## About
diff --git a/src/pages/docs/prompt/index.mdx b/src/pages/docs/prompt/index.mdx
index a5240dd4..e0b15cab 100644
--- a/src/pages/docs/prompt/index.mdx
+++ b/src/pages/docs/prompt/index.mdx
@@ -1,6 +1,6 @@
---
-title: "Overview"
-description: "Create, manage, and optimize AI prompts for reliable and consistent language model outputs."
+title: "Future AGI Prompt Workbench: Create and Manage AI Prompts"
+description: "Create, manage, version, and optimize AI prompts in the Prompt Workbench for reliable and consistent language model outputs."
---
## About
diff --git a/src/pages/docs/protect/concepts/concept.mdx b/src/pages/docs/protect/concepts/concept.mdx
index bae9623f..df321c64 100644
--- a/src/pages/docs/protect/concepts/concept.mdx
+++ b/src/pages/docs/protect/concepts/concept.mdx
@@ -1,6 +1,6 @@
---
-title: Use Cases
-description: Future AGI's Protect acts as a vital guardrail for AI applications, ensuring security, reliability, and ethical compliance during real-time interactions across text, image, and audio modalities.
+title: "Future AGI Protect Use Cases: Security and Guardrails"
+description: "Future AGI Protect safeguards AI applications with real-time guardrails for security, reliability, and compliance across text, image, and audio modalities."
---
By combining custom screening logic with Future AGI's specialized safety models, Protect enables teams to instantly detect, flag, and mitigate risks across four safety dimensions, enhancing the integrity of AI applications without compromising performance.
diff --git a/src/pages/docs/protect/features/run-protect.mdx b/src/pages/docs/protect/features/run-protect.mdx
index 0122eff7..093b7f7c 100644
--- a/src/pages/docs/protect/features/run-protect.mdx
+++ b/src/pages/docs/protect/features/run-protect.mdx
@@ -1,6 +1,6 @@
---
-title: "Run Protect via SDK"
-description: "Set up and configure Protect to apply real-time safety checks to your AI application's inputs and outputs."
+title: "Run Future AGI Protect via SDK for Real-Time Safety Checks"
+description: "Set up and configure Future AGI Protect to apply real-time safety checks to your AI application's inputs and outputs using the SDK."
---
## About
diff --git a/src/pages/docs/protect/index.mdx b/src/pages/docs/protect/index.mdx
index b9f76b66..f6c46f6a 100644
--- a/src/pages/docs/protect/index.mdx
+++ b/src/pages/docs/protect/index.mdx
@@ -1,6 +1,6 @@
---
-title: "Overview"
-description: "Future AGI's Protect module brings real-time safety and policy enforcement directly into your GenAI application flow."
+title: "Future AGI Protect: Real-Time Safety and Policy Enforcement"
+description: "Future AGI Protect brings real-time safety and policy enforcement directly into your GenAI application flow to prevent harmful outputs."
---
## About
diff --git a/src/pages/docs/prototype/concepts/understanding-prototype.mdx b/src/pages/docs/prototype/concepts/understanding-prototype.mdx
index bbc40b87..9e01aa1f 100644
--- a/src/pages/docs/prototype/concepts/understanding-prototype.mdx
+++ b/src/pages/docs/prototype/concepts/understanding-prototype.mdx
@@ -1,6 +1,6 @@
---
-title: "Understanding Prototype"
-description: "What Prototype is, the problem it solves, and how versions, traces, and evals work together before you ship."
+title: "Understanding Prototype: Pre-Production Testing in Future AGI"
+description: "Explains what Prototype is, the problem it solves, and how versions, traces, and evals work together before you ship to production."
---
## About
diff --git a/src/pages/docs/prototype/concepts/versions-and-runs.mdx b/src/pages/docs/prototype/concepts/versions-and-runs.mdx
index c31748e1..6ef69d8b 100644
--- a/src/pages/docs/prototype/concepts/versions-and-runs.mdx
+++ b/src/pages/docs/prototype/concepts/versions-and-runs.mdx
@@ -1,5 +1,5 @@
---
-title: "Versions and Runs"
+title: "Versions and Runs in Future AGI Prototype Testing"
description: "What a version is in Prototype, how runs get tagged to a version, and how the dashboard uses versions to compare configurations."
---
diff --git a/src/pages/docs/prototype/features/choose-winner.mdx b/src/pages/docs/prototype/features/choose-winner.mdx
index c6c0641d..d90c6dae 100644
--- a/src/pages/docs/prototype/features/choose-winner.mdx
+++ b/src/pages/docs/prototype/features/choose-winner.mdx
@@ -1,5 +1,5 @@
---
-title: "Choose Winner"
+title: "Choose Winner: Rank and Promote Best Prototype Version"
description: "Rank prototype versions by evaluation scores, cost, and latency, then select and promote the best-performing version to production."
---
diff --git a/src/pages/docs/prototype/features/evals.mdx b/src/pages/docs/prototype/features/evals.mdx
index 81cdaae7..28370397 100644
--- a/src/pages/docs/prototype/features/evals.mdx
+++ b/src/pages/docs/prototype/features/evals.mdx
@@ -1,6 +1,6 @@
---
-title: "Configure Evals for Prototype"
-description: "Define which evaluations run on your prototype outputs using EvalTags, mapping, and optional custom evals."
+title: "Configure Evals for Prototype Testing in Future AGI"
+description: "Define which evaluations run on your prototype outputs using EvalTags, mapping, and optional custom evals in Future AGI Prototype."
---
## About
diff --git a/src/pages/docs/prototype/features/set-up-prototype.mdx b/src/pages/docs/prototype/features/set-up-prototype.mdx
index 096a2f4d..ccb7b8d7 100644
--- a/src/pages/docs/prototype/features/set-up-prototype.mdx
+++ b/src/pages/docs/prototype/features/set-up-prototype.mdx
@@ -1,5 +1,5 @@
---
-title: "Set Up Prototype"
+title: "Set Up Prototype: Configure Your Future AGI Prototype App"
description: "Configure your environment, register your prototype project, and instrument your app so traces and evals appear in the Prototype dashboard."
---
diff --git a/src/pages/docs/prototype/index.mdx b/src/pages/docs/prototype/index.mdx
index 20c8629e..32af4b1c 100644
--- a/src/pages/docs/prototype/index.mdx
+++ b/src/pages/docs/prototype/index.mdx
@@ -1,6 +1,6 @@
---
-title: "Overview"
-description: "Test and compare LLM configurations, prompts, and parameters before deploying to production."
+title: "Future AGI Prototype: Test and Compare LLM Configurations"
+description: "Test and compare LLM configurations, prompts, and parameters in Future AGI Prototype before deploying changes to production."
---
## About
diff --git a/src/pages/docs/quickstart/annotations.mdx b/src/pages/docs/quickstart/annotations.mdx
index f6090188..883da8cf 100644
--- a/src/pages/docs/quickstart/annotations.mdx
+++ b/src/pages/docs/quickstart/annotations.mdx
@@ -1,6 +1,6 @@
---
-title: "Quickstart"
-description: "Get started with annotations in 5 minutes -- create a label, set up a queue, add items, and start annotating."
+title: "Annotations Quickstart: Labels, Queues, and Annotation Setup"
+description: "Get started with Future AGI annotations in 5 minutes: create annotation labels, set up a queue, add items, and start annotating."
---
## What you will do
diff --git a/src/pages/docs/quickstart/command-center-gateway.mdx b/src/pages/docs/quickstart/command-center-gateway.mdx
index cca96dd1..e0cd5e00 100644
--- a/src/pages/docs/quickstart/command-center-gateway.mdx
+++ b/src/pages/docs/quickstart/command-center-gateway.mdx
@@ -1,6 +1,6 @@
---
-title: "Quickstart"
-description: "Make your first LLM request through Agent Command Center in under 5 minutes."
+title: "Command Center Gateway Quickstart: First LLM Request"
+description: "Make your first LLM request through the Future AGI Agent Command Center in under 5 minutes with no framework changes required."
---
## About
diff --git a/src/pages/docs/quickstart/generate-synthetic-data.mdx b/src/pages/docs/quickstart/generate-synthetic-data.mdx
index cf6a854a..bddee517 100644
--- a/src/pages/docs/quickstart/generate-synthetic-data.mdx
+++ b/src/pages/docs/quickstart/generate-synthetic-data.mdx
@@ -1,5 +1,5 @@
---
-title: "Generate Synthetic Data"
+title: "Generate Synthetic Data Quickstart with Future AGI Datasets"
description: "Generate synthetic datasets with Future AGI. Define schemas, column types, and constraints to create realistic data for training and evaluation."
---
diff --git a/src/pages/docs/quickstart/prompts.mdx b/src/pages/docs/quickstart/prompts.mdx
index 5f12ebfa..b41b6e83 100644
--- a/src/pages/docs/quickstart/prompts.mdx
+++ b/src/pages/docs/quickstart/prompts.mdx
@@ -1,5 +1,5 @@
---
-title: "Create Prompts"
+title: "Create Prompts Quickstart: Future AGI Prompt Workbench"
description: "Create and manage AI prompts in Future AGI's Prompt Workbench. Design, test, version, and optimize prompts with built-in model selection and evaluation."
---
@@ -135,6 +135,6 @@ description: "Create and manage AI prompts in Future AGI's Prompt Workbench. Des
## Next Steps
-- [Use prompts via SDK](/docs/prompt-workbench/sdk) to serve and manage prompts programmatically in your application
+- [Use prompts via SDK](/docs/prompt/features/sdk) to serve and manage prompts programmatically in your application
- [Optimize your prompts](/docs/optimization) to automatically improve prompt performance using evaluation-driven feedback
- [Run evaluations](/docs/evaluation) to measure how well your prompts perform across different inputs
diff --git a/src/pages/docs/quickstart/running-evals-in-simulation.mdx b/src/pages/docs/quickstart/running-evals-in-simulation.mdx
index b995eb67..72eb3e81 100644
--- a/src/pages/docs/quickstart/running-evals-in-simulation.mdx
+++ b/src/pages/docs/quickstart/running-evals-in-simulation.mdx
@@ -1,6 +1,6 @@
---
-title: "Running Evals in Simulation"
-description: "Run evaluations in Future AGI simulations. Test AI agents against simulated customers and score interactions for quality, context retention, and escalation."
+title: "Running Evals in Simulation: Score Agent Interactions"
+description: "Run evaluations in Future AGI simulations to test AI agents against simulated customers and score interactions for quality and context retention."
---
## About
diff --git a/src/pages/docs/quickstart/setup-mcp-server.mdx b/src/pages/docs/quickstart/setup-mcp-server.mdx
index 9ab4d5bc..a4d08ace 100644
--- a/src/pages/docs/quickstart/setup-mcp-server.mdx
+++ b/src/pages/docs/quickstart/setup-mcp-server.mdx
@@ -1,5 +1,5 @@
---
-title: "Setup MCP Server"
+title: "Setup MCP Server: Future AGI with Claude, Cursor, or VS Code"
description: "Set up the Future AGI MCP Server to interact with the platform via natural language from Claude, Cursor, or VS Code using Model Context Protocol."
---
diff --git a/src/pages/docs/quickstart/setup-observability.mdx b/src/pages/docs/quickstart/setup-observability.mdx
index 481c109f..283a71a7 100644
--- a/src/pages/docs/quickstart/setup-observability.mdx
+++ b/src/pages/docs/quickstart/setup-observability.mdx
@@ -1,5 +1,5 @@
---
-title: "Setup Observability"
+title: "Setup Observability with Future AGI for LLM Monitoring"
description: "Set up Future AGI Observe for production monitoring. Configure auto-instrumented tracing for OpenAI, Anthropic, LangChain, and other LLM frameworks."
---
@@ -77,7 +77,7 @@ Observe supports auto-instrumentation for OpenAI, Anthropic, LangChain, LlamaInd
There are 2 ways to implement tracing in your project:
1. **Auto Instrumentor**: Automatically captures all LLM calls. Recommended for most use cases.
- 2. **Manual Tracing**: Gives you full control over what gets traced using OpenTelemetry. [Learn more](/docs/tracing/manual/set-up-tracing)
+ 2. **Manual Tracing**: Gives you full control over what gets traced using OpenTelemetry. [Learn more](/docs/observe/features/manual-tracing/set-up-tracing)
Here's a complete example using auto-instrumentation with OpenAI:
@@ -136,5 +136,5 @@ Observe supports auto-instrumentation for OpenAI, Anthropic, LangChain, LlamaInd
## Next Steps
- [Add more integrations](/docs/integrations) for Anthropic, LangChain, LlamaIndex, and others
-- [Set up manual tracing](/docs/tracing/manual/set-up-tracing) for custom spans and attributes
-- [Add inline evaluations](/docs/tracing/manual/in-line-evals) to evaluate traces as they come in
\ No newline at end of file
+- [Set up manual tracing](/docs/observe/features/manual-tracing/set-up-tracing) for custom spans and attributes
+- [Add inline evaluations](/docs/observe/features/manual-tracing/in-line-evals) to evaluate traces as they come in
\ No newline at end of file
diff --git a/src/pages/docs/release-notes.mdx b/src/pages/docs/release-notes.mdx
index c778c89b..0a5dc9fd 100644
--- a/src/pages/docs/release-notes.mdx
+++ b/src/pages/docs/release-notes.mdx
@@ -1,8 +1,66 @@
---
-title: "Release Notes"
+title: "Future AGI Release Notes: Features, Fixes, and Updates"
description: "Latest Future AGI release notes covering new features, improvements, and bug fixes across datasets, evaluations, simulation, and observability products."
---
+## Week of 2026-05-07
+
+
+
+
Bugs/Improvements
+
+- **Improved Reliability for Voice Observability evals:** Traces, replays, and evals for voice calls now stay fully accessible long after a call ends. Vapi and Retell recording URLs rotate and expire on their own schedules, which causes playback to silently break on older calls. FutureAGI now stores a durable copy of every external recording at ingestion time, so your observability data and eval runs are no longer dependent on provider URL availability.
+
+- **Error Feed Now Works for Voice Simulation:** Eval-source clusters on VAPI and simulations were not rendering correctly. The Pattern Summary, Trends KPIs, and trace drawer all needed updates to support these project types. All three are now fixed, and clicking a voice trace now opens the voice call drawer as expected.
+
+- **Datasets: Select-All State Resets When Switching Datasets:** Switching datasets or tabs was preserving the previous selection state, causing incorrect behavior in delete, duplicate, and copy actions. Selection now resets cleanly on every dataset switch.
+
+- **Trace Attribute Drawer: Long Values Are Expandable and Rows Are Easier to Scan:** Long string values in the span attributes drawer were clipped with no way to see the full content. Values are now click-to-expand, and dividers between rows make it easier to tell where one attribute ends and the next begins.
+
+- **Eval List Shows Correct Default Version:** The evals list now correctly shows the current default version for each template instead of always showing V1.
+
+- **Zero Eval Scores Now Render:** Eval score rendering was treating a score of 0 as empty. Dataset grids, eval logs, and datapoint drawers now correctly display zero scores.
+
+- **j/k Navigation Shortcuts No Longer Swallow Text Input:** The j and k row navigation shortcuts were intercepting keystrokes globally, blocking you from typing those letters into comment fields and text inputs in the detail panel. These shortcuts now correctly yield to focused text inputs.
+
+- **Traces from SDK-Ingested Projects Can Now Be Added to Annotation Queues:** Traces belonging to projects created via SDK or OTLP ingestion were sometimes blocked from being added to annotation queues. All traces are now correctly resolved and can be queued for annotation irrespective of type of project or mode of addition.
+
+- **Workspace Invite Fixed for Existing Users:** In few cases, existing org members invited to a new workspace were not receiving the invitation email and could not see the new workspace in their list. The invite flow now correctly sends the email and grants access uniformly.
+
+- **Eval "Created By" Now Shows Organization Name for Legacy Evals:** Evals without creator metadata were showing "User" in the Created By column. They now fall back to the organization display name, and filtering by creator also matches on organization name.
+
+
+
+## Week of 2026-04-28
+
+
+
+
Features
+
+- **Jinja2 Template Support in Prompt Editor and Agent Playground:** You can now write prompts using Jinja2 syntax `{% if %}`, `{% for %}`, filters, and other Jinja2 constructs alongside the existing Mustache `{{ }}` format. A new Template Format dropdown lets you switch between Mustache and Jinja2 in the prompt workbench, run prompt view, and agent playground node forms. The backend renders Jinja2 templates safely, and variable extraction for the inputs panel works correctly in both modes.
+
+- **Annotation and Eval Metrics as Columns When Adding to Dataset:** When adding traces to a dataset from the trace drawer, you can now include annotation scores and eval metric results as dataset columns. Select the metrics you want during the "Add to Dataset" flow and they'll be carried over as column values on each row, letting you capture quality signals directly in the dataset without a separate export step.
+
+
Bugs/Improvements
+
+- **Voice Analytics Metrics Consistently in Milliseconds:** Latency, Silence, and Time to First Word (TTFW) in the voice call analytics drawer and call-logs table now always display in milliseconds instead of auto-converting to seconds for larger values. This makes it easier to compare calls at a glance.
+
+- **Voice Call Talk-Time Split Fixed:** Talk-time percentages in the voice call drawer were showing a blank for certain call types. Per-role totals now calculate correctly across all transcript formats.
+
+- **Prompt Workbench Eval Delete Fixed:** Deleting an evaluation run in the Prompt Workbench now succeeds for all types of prompts. Previously, for specific cases it would show a failure toast and leave the eval in the list.
+
+- **Annotation Queue CSV Export Now Works:** You can now export annotation queue data as CSV directly from the analytics tab. The Export CSV button is fully functional and ready to use.
+
+- **Dataset Rows Load Correctly When Adding to Annotation Queue:** Rows from a dataset were stuck in a loading state when adding them to an annotation queue. Now fixed.
+
+- **Agent Playground: Unsaved Changes Warning Before Running:** If you click Run Agent Workflow while a node form has unsaved edits, a confirmation dialog now appears explaining that the run will use the last saved configuration. You can run anyway or cancel and save first, preventing confusing failures.
+
+- **Agent Playground: Delete Button Added to Node Drawer:** A delete button is now available in the node drawer header, with a confirmation dialog before the node is removed. It is disabled during workflow runs.
+
+- **Span Name Filters Fixed in Observe:** Filtering by span name in the Observe view was not working correctly and is now fixed.
+
+
+
## Week of 2026-04-21
diff --git a/src/pages/docs/roles-and-permissions.mdx b/src/pages/docs/roles-and-permissions.mdx
index fb8e178f..b3716095 100644
--- a/src/pages/docs/roles-and-permissions.mdx
+++ b/src/pages/docs/roles-and-permissions.mdx
@@ -1,5 +1,6 @@
---
-title: "Roles & Permissions"
+title: "Future AGI Roles and Permissions: RBAC Access Control"
+description: "Future AGI provides role-based access control (RBAC) with organization roles (Owner, Admin, Member, Viewer) and workspace roles for team access management."
icon: "user-shield"
---
diff --git a/src/pages/docs/sdk/annotation-queues.mdx b/src/pages/docs/sdk/annotation-queues.mdx
index ef8f2808..5840a517 100644
--- a/src/pages/docs/sdk/annotation-queues.mdx
+++ b/src/pages/docs/sdk/annotation-queues.mdx
@@ -1,9 +1,9 @@
---
-title: "Annotation Queues"
-description: "Reference for the AnnotationQueue class in the Future AGI Python SDK."
+title: "Annotation Queues: Future AGI Python SDK Reference"
+description: "Reference for the AnnotationQueue class in the Future AGI Python SDK, covering how to create, fetch, and populate annotation queues programmatically."
---
-For step-by-step examples, see the [Annotation Queue Using SDK](/docs/observe/features/annotation-queue-using-sdk) guide.
+For step-by-step examples, see the [Annotation Queue Using SDK](/docs/annotations/sdk/annotation-queue-using-sdk) guide.
# `AnnotationQueue` Class
diff --git a/src/pages/docs/sdk/datasets.mdx b/src/pages/docs/sdk/datasets.mdx
index deaca769..5c5ea762 100644
--- a/src/pages/docs/sdk/datasets.mdx
+++ b/src/pages/docs/sdk/datasets.mdx
@@ -1,6 +1,6 @@
---
-title: "Datasets"
-description: "Create, populate, and manage datasets for evaluation. Upload CSV/JSON files, import from HuggingFace, add LLM-generated columns, and run evaluations at scale."
+title: "Datasets: Future AGI Python SDK Evaluation Data Reference"
+description: "Create, populate, and manage datasets for evaluation. Upload CSV/JSON files, import from HuggingFace, add LLM-generated columns, and run evals at scale."
---
diff --git a/src/pages/docs/sdk/evals/autoeval.mdx b/src/pages/docs/sdk/evals/autoeval.mdx
index 48a817b9..edff42a3 100644
--- a/src/pages/docs/sdk/evals/autoeval.mdx
+++ b/src/pages/docs/sdk/evals/autoeval.mdx
@@ -1,5 +1,5 @@
---
-title: "AutoEval"
+title: "AutoEval: Auto-Generate Evaluation Pipelines with Future AGI"
description: "Auto-generate evaluation pipelines from app descriptions. Pre-built templates for customer support, RAG, code assistants, healthcare, and more."
---
diff --git a/src/pages/docs/sdk/evals/cloud-evals.mdx b/src/pages/docs/sdk/evals/cloud-evals.mdx
index eff40aa1..28601424 100644
--- a/src/pages/docs/sdk/evals/cloud-evals.mdx
+++ b/src/pages/docs/sdk/evals/cloud-evals.mdx
@@ -1,5 +1,5 @@
---
-title: "Cloud Evals"
+title: "Cloud Evals: Pre-Built Eval Templates on Future AGI Turing"
description: "Run pre-built evaluation templates on Future AGI's Turing cloud models. 100+ templates covering safety, RAG, hallucination, conversation quality, and more."
---
diff --git a/src/pages/docs/sdk/evals/code-security.mdx b/src/pages/docs/sdk/evals/code-security.mdx
index 2acbf315..268ab2fb 100644
--- a/src/pages/docs/sdk/evals/code-security.mdx
+++ b/src/pages/docs/sdk/evals/code-security.mdx
@@ -1,6 +1,6 @@
---
-title: "Code Security"
-description: "AST-based vulnerability detection for AI-generated code. 15 detectors, 4 evaluation modes, multi-language support, built-in benchmarks, and dual-judge scoring."
+title: "Code Security: AST Vulnerability Detection for AI Code"
+description: "AST-based vulnerability detection for AI-generated code. 15 detectors, 4 evaluation modes, multi-language support, and dual-judge scoring."
---
diff --git a/src/pages/docs/sdk/evals/distributed.mdx b/src/pages/docs/sdk/evals/distributed.mdx
index 98e7ed66..e082aa71 100644
--- a/src/pages/docs/sdk/evals/distributed.mdx
+++ b/src/pages/docs/sdk/evals/distributed.mdx
@@ -1,6 +1,6 @@
---
-title: "Distributed Evaluator"
-description: "Run evaluations at scale with blocking, async, or distributed execution. Backends for ThreadPool, Celery, Ray, Temporal, and Kubernetes. Built-in resilience."
+title: "Distributed Evaluator: Scale Evals with Future AGI SDK"
+description: "Run evaluations at scale with blocking, async, or distributed execution. Backends include ThreadPool, Celery, Ray, Temporal, and Kubernetes."
---
diff --git a/src/pages/docs/sdk/evals/evaluate.mdx b/src/pages/docs/sdk/evals/evaluate.mdx
index d1fc83b7..b097a7c7 100644
--- a/src/pages/docs/sdk/evals/evaluate.mdx
+++ b/src/pages/docs/sdk/evals/evaluate.mdx
@@ -1,6 +1,6 @@
---
-title: "Running Evaluations"
-description: "Run evaluations with the evaluate() function — local heuristics, cloud Turing, or LLM-as-Judge, auto-routed based on your inputs."
+title: "Running Evaluations: Future AGI SDK evaluate() Reference"
+description: "Run evaluations with the evaluate() function: local heuristics, cloud Turing, or LLM-as-Judge, auto-routed based on your inputs."
---
diff --git a/src/pages/docs/sdk/evals/feedback.mdx b/src/pages/docs/sdk/evals/feedback.mdx
index fc134ba5..20178b93 100644
--- a/src/pages/docs/sdk/evals/feedback.mdx
+++ b/src/pages/docs/sdk/evals/feedback.mdx
@@ -1,5 +1,5 @@
---
-title: "Feedback Loops"
+title: "Feedback Loops: Calibrate and Improve Evaluation Scores"
description: "Submit corrections to scoring results, calibrate thresholds over time, and store feedback in ChromaDB for continuous improvement."
---
diff --git a/src/pages/docs/sdk/evals/guardrails-module.mdx b/src/pages/docs/sdk/evals/guardrails-module.mdx
index 0a57b8d5..fcee3a28 100644
--- a/src/pages/docs/sdk/evals/guardrails-module.mdx
+++ b/src/pages/docs/sdk/evals/guardrails-module.mdx
@@ -1,5 +1,5 @@
---
-title: "Guardrails"
+title: "Guardrails Module: Safety Screening for AI SDK Evals"
description: "Screen AI inputs and outputs with model-based safety checks and fast local scanners. 14 guard models, 14 scanners, async and batch support."
---
diff --git a/src/pages/docs/sdk/evals/index.mdx b/src/pages/docs/sdk/evals/index.mdx
index e23d8532..63a828ca 100644
--- a/src/pages/docs/sdk/evals/index.mdx
+++ b/src/pages/docs/sdk/evals/index.mdx
@@ -1,5 +1,5 @@
---
-title: "Evaluations"
+title: "Evaluations: Future AGI Python SDK Eval Reference"
description: "Evaluate LLM outputs with 76+ local metrics, cloud Turing models, or custom LLM-as-Judge criteria. Part of the ai-evaluation Python package."
---
diff --git a/src/pages/docs/sdk/evals/llm-judge.mdx b/src/pages/docs/sdk/evals/llm-judge.mdx
index 4adfcc0d..f2c55143 100644
--- a/src/pages/docs/sdk/evals/llm-judge.mdx
+++ b/src/pages/docs/sdk/evals/llm-judge.mdx
@@ -1,6 +1,6 @@
---
-title: "LLM-as-Judge"
-description: "Define custom grading criteria and run them with any LLM — GPT-4o, Gemini, Claude, Ollama, or any LiteLLM-supported model."
+title: "LLM-as-Judge: Custom Grading Criteria for Future AGI Evals"
+description: "Define custom grading criteria and run them with any LLM: GPT-4o, Gemini, Claude, Ollama, or any LiteLLM-supported model."
---
diff --git a/src/pages/docs/sdk/evals/local.mdx b/src/pages/docs/sdk/evals/local.mdx
index fd3d824e..3f1d904c 100644
--- a/src/pages/docs/sdk/evals/local.mdx
+++ b/src/pages/docs/sdk/evals/local.mdx
@@ -1,5 +1,5 @@
---
-title: "Local & Hybrid Evaluation"
+title: "Local and Hybrid Evaluation: Offline Scoring SDK Module"
description: "Run evaluations locally with zero API calls. Auto-route between local and cloud metrics. Use Ollama for offline LLM-based scoring."
---
diff --git a/src/pages/docs/sdk/evals/metrics/agents.mdx b/src/pages/docs/sdk/evals/metrics/agents.mdx
index 8d7d9aba..47c0123c 100644
--- a/src/pages/docs/sdk/evals/metrics/agents.mdx
+++ b/src/pages/docs/sdk/evals/metrics/agents.mdx
@@ -1,5 +1,5 @@
---
-title: "Agents & Function Calling"
+title: "Agents and Function Calling: SDK Evaluation Metrics"
description: "11 metrics for evaluating agent trajectories, tool use, reasoning quality, and function call correctness. All run locally via evaluate()."
---
diff --git a/src/pages/docs/sdk/evals/metrics/guardrails.mdx b/src/pages/docs/sdk/evals/metrics/guardrails.mdx
index baa7786f..5766d7c6 100644
--- a/src/pages/docs/sdk/evals/metrics/guardrails.mdx
+++ b/src/pages/docs/sdk/evals/metrics/guardrails.mdx
@@ -1,6 +1,6 @@
---
-title: "Guardrails"
-description: "Security-focused scanner metrics that detect prompt injection, PII, secrets, and SQL injection in under 10ms."
+title: "Guardrails Metrics: Security Scanner Evals in the SDK"
+description: "Security-focused scanner metrics that detect prompt injection, PII, secrets, and SQL injection in under 10ms. Part of the ai-evaluation Python SDK."
---
diff --git a/src/pages/docs/sdk/evals/metrics/hallucination.mdx b/src/pages/docs/sdk/evals/metrics/hallucination.mdx
index 33e366f3..0c836d66 100644
--- a/src/pages/docs/sdk/evals/metrics/hallucination.mdx
+++ b/src/pages/docs/sdk/evals/metrics/hallucination.mdx
@@ -1,5 +1,5 @@
---
-title: "Hallucination Detection"
+title: "Hallucination Detection: LLM Output Accuracy Metrics"
description: "Detect hallucinations, unsupported claims, and contradictions in LLM outputs. 5 context-grounded metrics with optional NLI and LLM augmentation."
---
diff --git a/src/pages/docs/sdk/evals/metrics/index.mdx b/src/pages/docs/sdk/evals/metrics/index.mdx
index b127d05b..3f0ba5b0 100644
--- a/src/pages/docs/sdk/evals/metrics/index.mdx
+++ b/src/pages/docs/sdk/evals/metrics/index.mdx
@@ -1,6 +1,6 @@
---
-title: "Metrics Reference"
-description: "Browse all 76+ local evaluation metrics by category. String checks, JSON validation, similarity, hallucination, RAG, agents, structured output, and guardrails."
+title: "Metrics Reference: 76+ Local Evaluation Metrics SDK"
+description: "Browse all 76+ evaluation metrics by category: string matching, JSON validation, hallucination, RAG quality, agent trajectories, and guardrail checks."
---
diff --git a/src/pages/docs/sdk/evals/metrics/json.mdx b/src/pages/docs/sdk/evals/metrics/json.mdx
index f0015fe1..baf1e36e 100644
--- a/src/pages/docs/sdk/evals/metrics/json.mdx
+++ b/src/pages/docs/sdk/evals/metrics/json.mdx
@@ -1,6 +1,6 @@
---
-title: "JSON & Structured Output"
-description: "14 metrics for validating JSON correctness, schema compliance, type checking, and structured output quality."
+title: "JSON and Structured Output: SDK Validation Metrics"
+description: "14 metrics for validating JSON correctness, schema compliance, type checking, and structured output quality. Part of the ai-evaluation Python SDK."
---
diff --git a/src/pages/docs/sdk/evals/metrics/rag.mdx b/src/pages/docs/sdk/evals/metrics/rag.mdx
index 97d2ae03..46623600 100644
--- a/src/pages/docs/sdk/evals/metrics/rag.mdx
+++ b/src/pages/docs/sdk/evals/metrics/rag.mdx
@@ -1,6 +1,6 @@
---
-title: "RAG Metrics"
-description: "19 local metrics for evaluating RAG pipelines — retrieval quality, generation faithfulness, advanced reasoning, and composite scores."
+title: "RAG Metrics: Local Evaluation for Retrieval Pipelines"
+description: "19 local metrics for evaluating RAG pipelines: retrieval quality, generation faithfulness, advanced reasoning, and composite scores."
---
diff --git a/src/pages/docs/sdk/evals/metrics/string.mdx b/src/pages/docs/sdk/evals/metrics/string.mdx
index 13d259ed..e75a67a6 100644
--- a/src/pages/docs/sdk/evals/metrics/string.mdx
+++ b/src/pages/docs/sdk/evals/metrics/string.mdx
@@ -1,6 +1,6 @@
---
-title: "String & Similarity"
-description: "23 local metrics for keyword matching, regex, length checks, BLEU, ROUGE, Levenshtein, and embedding similarity."
+title: "String and Similarity: Text Comparison Metrics for SDK"
+description: "23 local metrics for keyword matching, regex, length checks, BLEU, ROUGE, Levenshtein, and embedding similarity. All run locally via evaluate()."
---
diff --git a/src/pages/docs/sdk/evals/otel.mdx b/src/pages/docs/sdk/evals/otel.mdx
index 1f70a5ff..82a95bb4 100644
--- a/src/pages/docs/sdk/evals/otel.mdx
+++ b/src/pages/docs/sdk/evals/otel.mdx
@@ -1,5 +1,5 @@
---
-title: "OpenTelemetry Integration"
+title: "OpenTelemetry Integration: Tracing for Future AGI SDK"
description: "Built-in OpenTelemetry for the AI evaluation SDK. Auto-instrument LLM calls, track costs, enrich spans with scores, and export to any backend."
---
diff --git a/src/pages/docs/sdk/evals/streaming.mdx b/src/pages/docs/sdk/evals/streaming.mdx
index d6283b13..483304bc 100644
--- a/src/pages/docs/sdk/evals/streaming.mdx
+++ b/src/pages/docs/sdk/evals/streaming.mdx
@@ -1,5 +1,5 @@
---
-title: "Streaming Evaluation"
+title: "Streaming Evaluation: Real-Time LLM Output Checking"
description: "Check LLM output token-by-token as it streams. Detect toxic content, PII, or quality drops mid-generation and stop early."
---
diff --git a/src/pages/docs/sdk/index.mdx b/src/pages/docs/sdk/index.mdx
index b08788e2..503bed0a 100644
--- a/src/pages/docs/sdk/index.mdx
+++ b/src/pages/docs/sdk/index.mdx
@@ -1,5 +1,5 @@
---
-title: "SDKs"
+title: "Future AGI SDKs: Python, TypeScript, Java, and C#"
description: "Evaluate LLM outputs, trace AI calls, optimize prompts, and test voice agents. Python, TypeScript, Java, and C# supported."
---
diff --git a/src/pages/docs/sdk/knowledgebase.mdx b/src/pages/docs/sdk/knowledgebase.mdx
index 3f19406f..c3378fa4 100644
--- a/src/pages/docs/sdk/knowledgebase.mdx
+++ b/src/pages/docs/sdk/knowledgebase.mdx
@@ -1,6 +1,6 @@
---
-title: "Knowledge Base"
-description: "Upload documents to build knowledge bases for RAG evaluation and context injection. Create, update, and manage files."
+title: "Knowledge Base: Future AGI Python SDK Reference"
+description: "Upload documents to build and manage knowledge bases for RAG evaluation and context injection. Create, update, delete, and query files with the Python SDK."
---
diff --git a/src/pages/docs/sdk/optimization.mdx b/src/pages/docs/sdk/optimization.mdx
index 817b21d1..01b46047 100644
--- a/src/pages/docs/sdk/optimization.mdx
+++ b/src/pages/docs/sdk/optimization.mdx
@@ -1,5 +1,5 @@
---
-title: "Prompt Optimization"
+title: "Prompt Optimization: SOTA Algorithms in Future AGI SDK"
description: "Automatically improve your prompts with 6 SOTA algorithms. Random Search, Bayesian, ProTeGi, Meta-Prompt, PromptWizard, and GEPA."
---
diff --git a/src/pages/docs/sdk/protect.mdx b/src/pages/docs/sdk/protect.mdx
index 57225b7e..99d0db4e 100644
--- a/src/pages/docs/sdk/protect.mdx
+++ b/src/pages/docs/sdk/protect.mdx
@@ -1,5 +1,5 @@
---
-title: "Protect"
+title: "Protect: AI Input and Output Guardrails SDK Module"
description: "Guard AI inputs and outputs in real-time. Check for content moderation, bias, security threats, and data privacy violations."
---
diff --git a/src/pages/docs/sdk/simulate.mdx b/src/pages/docs/sdk/simulate.mdx
index 4f439918..03d7b75b 100644
--- a/src/pages/docs/sdk/simulate.mdx
+++ b/src/pages/docs/sdk/simulate.mdx
@@ -1,6 +1,6 @@
---
-title: "Simulation Testing"
-description: "Test voice AI agents at scale with simulated customer personas. Run conversations, capture audio, and score performance."
+title: "Simulation Testing: Voice AI Agent Testing SDK Module"
+description: "Test voice AI agents at scale with simulated customer personas. Run conversations, capture audio, and score agent performance automatically."
---
diff --git a/src/pages/docs/sdk/testcase.mdx b/src/pages/docs/sdk/testcase.mdx
index ad80c928..9e7dcf09 100644
--- a/src/pages/docs/sdk/testcase.mdx
+++ b/src/pages/docs/sdk/testcase.mdx
@@ -1,6 +1,6 @@
---
-title: "Test Case"
-description: "Reference for the Test Case classes in the Future AGI Python SDK."
+title: "Test Case: Future AGI Python SDK Test Reference"
+description: "Reference for the TestCase class in the Future AGI Python SDK. Create, manage, and load test cases for batch evaluation and scoring workflows."
---
# Test Case Classes
diff --git a/src/pages/docs/sdk/tracing.mdx b/src/pages/docs/sdk/tracing.mdx
index 62d27da4..cdcb2ef2 100644
--- a/src/pages/docs/sdk/tracing.mdx
+++ b/src/pages/docs/sdk/tracing.mdx
@@ -1,5 +1,5 @@
---
-title: "Tracing"
+title: "Tracing: OpenTelemetry SDK for Future AGI AI Apps"
description: "Set up OpenTelemetry tracing across Python, TypeScript, Java, and C#. Auto-instrument 45+ frameworks or create custom spans with FITracer."
---
@@ -13,7 +13,7 @@ description: "Set up OpenTelemetry tracing across Python, TypeScript, Java, and
The pattern is the same across all four languages: call `register()` once to set up the provider, then either auto-instrument your frameworks or use `FITracer` for custom spans. LLM calls, retrieval steps, and agent actions get captured as OpenTelemetry spans and sent to your dashboard.
- Requires `FI_API_KEY` and `FI_SECRET_KEY` in your environment. For conceptual background on traces, spans, and attributes, see the [Tracing guide](/docs/tracing).
+ Requires `FI_API_KEY` and `FI_SECRET_KEY` in your environment. For conceptual background on traces, spans, and attributes, see the [Tracing guide](/docs/tracing/auto).
## Quick Example
diff --git a/src/pages/docs/self-hosting.mdx b/src/pages/docs/self-hosting.mdx
index 9eb7c337..dd3c9fbf 100644
--- a/src/pages/docs/self-hosting.mdx
+++ b/src/pages/docs/self-hosting.mdx
@@ -1,6 +1,6 @@
---
-title: "Self-Hosting"
-description: "Run the complete Future AGI platform on your own infrastructure."
+title: "Self-Hosting Future AGI: Deploy on Your Own Infrastructure"
+description: "Deploy the full Future AGI platform on your own infrastructure using Docker Compose. Follow the step-by-step guide to get all services running locally."
---
## About
diff --git a/src/pages/docs/self-hosting/configuration.mdx b/src/pages/docs/self-hosting/configuration.mdx
index db2f7215..fade7a33 100644
--- a/src/pages/docs/self-hosting/configuration.mdx
+++ b/src/pages/docs/self-hosting/configuration.mdx
@@ -1,6 +1,6 @@
---
-title: "System Configuration"
-description: "Complete the configuration for the LLM gateway, PeerDB CDC mirrors, and Temporal workers."
+title: "Self-Hosting System Configuration"
+description: "Configure the LLM gateway config.yaml with provider API keys, set up PeerDB Postgres-to-ClickHouse CDC mirrors, and tune Temporal worker concurrency."
---
## About
diff --git a/src/pages/docs/self-hosting/docker-compose.mdx b/src/pages/docs/self-hosting/docker-compose.mdx
index a4098a84..1ce057d7 100644
--- a/src/pages/docs/self-hosting/docker-compose.mdx
+++ b/src/pages/docs/self-hosting/docker-compose.mdx
@@ -1,6 +1,6 @@
---
-title: "Docker Compose"
-description: "Clone, configure, and run the full Future AGI stack. Covers all three deployment modes."
+title: "Self-Hosting with Docker Compose"
+description: "Deploy the full Future AGI stack with Docker Compose — all 21 services, dev overlay with hot reload, and frontend-only mode pointing at a remote backend."
---
## About
diff --git a/src/pages/docs/self-hosting/environment.mdx b/src/pages/docs/self-hosting/environment.mdx
index 0c63ef95..0967ef80 100644
--- a/src/pages/docs/self-hosting/environment.mdx
+++ b/src/pages/docs/self-hosting/environment.mdx
@@ -1,6 +1,6 @@
---
-title: "Environment Variables"
-description: "Full .env reference — secrets, ports, runtime flags, LLM keys, and frontend config."
+title: "Self-Hosting Environment Variables"
+description: "Full .env reference for self-hosted Future AGI — secrets, database credentials, runtime flags, LLM provider keys, email, and frontend build-time configuration."
---
## About
diff --git a/src/pages/docs/self-hosting/production.mdx b/src/pages/docs/self-hosting/production.mdx
index bfb2180b..c5fbb682 100644
--- a/src/pages/docs/self-hosting/production.mdx
+++ b/src/pages/docs/self-hosting/production.mdx
@@ -1,6 +1,6 @@
---
-title: "Production"
-description: "Hardening checklist, backups, monitoring, and upgrade runbook."
+title: "Production Hardening & Operations"
+description: "Production readiness checklist — replace secrets, configure TLS, set up managed data stores, run Postgres/ClickHouse/MinIO backups, and follow the upgrade runbook."
---
## About
diff --git a/src/pages/docs/self-hosting/requirements.mdx b/src/pages/docs/self-hosting/requirements.mdx
index a096bbf7..4e0ce3be 100644
--- a/src/pages/docs/self-hosting/requirements.mdx
+++ b/src/pages/docs/self-hosting/requirements.mdx
@@ -1,6 +1,6 @@
---
-title: "Requirements"
-description: "Hardware sizing, platform compatibility, OS support, and network requirements."
+title: "Self-Hosting Requirements"
+description: "Hardware sizing tiers, supported platforms, OS compatibility, and network port requirements before deploying Future AGI with Docker Compose."
---
## About
diff --git a/src/pages/docs/self-hosting/troubleshooting.mdx b/src/pages/docs/self-hosting/troubleshooting.mdx
index 184f2f97..a94a29a7 100644
--- a/src/pages/docs/self-hosting/troubleshooting.mdx
+++ b/src/pages/docs/self-hosting/troubleshooting.mdx
@@ -1,6 +1,6 @@
---
-title: "Troubleshooting"
-description: "Debugging guide and solutions for every known error."
+title: "Self-Hosting Troubleshooting"
+description: "Debug self-hosted Future AGI — symptoms, causes, and fixes for startup failures, network issues, PeerDB CDC errors, Temporal worker problems, and post-upgrade breaks."
---
## About
diff --git a/src/pages/docs/self-hosting/user-management.mdx b/src/pages/docs/self-hosting/user-management.mdx
index 1bb87d2d..a5008ddb 100644
--- a/src/pages/docs/self-hosting/user-management.mdx
+++ b/src/pages/docs/self-hosting/user-management.mdx
@@ -1,6 +1,6 @@
---
-title: "User Management"
-description: "Create accounts, configure email delivery, and manage users via the Django admin shell."
+title: "Self-Hosting User Management"
+description: "Create user accounts, reset passwords, and manage roles in self-hosted Future AGI — via Mailgun email flow or directly through the Django admin shell."
---
## About
diff --git a/src/pages/docs/simulation/concepts/agent-definition.mdx b/src/pages/docs/simulation/concepts/agent-definition.mdx
index 990c8b1c..0d40352b 100644
--- a/src/pages/docs/simulation/concepts/agent-definition.mdx
+++ b/src/pages/docs/simulation/concepts/agent-definition.mdx
@@ -1,6 +1,6 @@
---
-title: "Agent Definition"
-description: "An agent definition is a configuration that specifies how your AI agent behaves during voice or chat conversations"
+title: "Agent Definition: AI Behavior Config in Simulations"
+description: "An agent definition configures how your AI agent behaves during voice or chat conversations in Future AGI simulation tests."
---
## About
diff --git a/src/pages/docs/simulation/concepts/global-nodes.mdx b/src/pages/docs/simulation/concepts/global-nodes.mdx
index c7c0e5fc..44ca8bfc 100644
--- a/src/pages/docs/simulation/concepts/global-nodes.mdx
+++ b/src/pages/docs/simulation/concepts/global-nodes.mdx
@@ -1,6 +1,6 @@
---
-title: "Global Nodes"
-description: "A global node is a conversation step that the agent can jump into at any moment in the flow. Use it for things like off-topic questions, interrupts, and 'talk to a human' requests."
+title: "Global Nodes: Mid-Flow Conversation Steps in Simulations"
+description: "A global node is a conversation step the agent can enter at any point. Use it for off-topic questions, interrupts, and 'talk to a human' requests."
---
## About
diff --git a/src/pages/docs/simulation/concepts/personas.mdx b/src/pages/docs/simulation/concepts/personas.mdx
index adf8e7bc..0a0346fa 100644
--- a/src/pages/docs/simulation/concepts/personas.mdx
+++ b/src/pages/docs/simulation/concepts/personas.mdx
@@ -1,6 +1,6 @@
---
-title: "Personas"
-description: "Create personas that represent the customers or users in your simulation tests for more realistic scenarios."
+title: "Personas: Simulated Customer Profiles in Future AGI"
+description: "Personas in Future AGI represent the customers or users your AI agent interacts with in simulation. Define them to create realistic test conversations."
---
## About
diff --git a/src/pages/docs/simulation/concepts/scenarios.mdx b/src/pages/docs/simulation/concepts/scenarios.mdx
index a739a883..89391ec9 100644
--- a/src/pages/docs/simulation/concepts/scenarios.mdx
+++ b/src/pages/docs/simulation/concepts/scenarios.mdx
@@ -1,5 +1,5 @@
---
-title: "Scenarios"
+title: "Scenarios: Test Cases and Conversation Flows in Simulations"
description: "Scenarios defines the test cases, customer profiles, and conversation flows that your AI agent will encounter during simulations."
---
diff --git a/src/pages/docs/simulation/features/evaluate-tool-calling.mdx b/src/pages/docs/simulation/features/evaluate-tool-calling.mdx
index 8d71ff7c..18e5529e 100644
--- a/src/pages/docs/simulation/features/evaluate-tool-calling.mdx
+++ b/src/pages/docs/simulation/features/evaluate-tool-calling.mdx
@@ -1,6 +1,6 @@
---
-title: "Evaluate Tool Calling"
-description: "Evaluate the tool-calling capabilities of your agent in simulation runs."
+title: "Evaluate Tool Calling: Agent Function Use in Simulations"
+description: "Evaluate the tool-calling capabilities of your AI agent during Future AGI simulation runs. Test whether agents invoke the correct tools and parameters."
---
## About
diff --git a/src/pages/docs/simulation/features/fix-my-agent.mdx b/src/pages/docs/simulation/features/fix-my-agent.mdx
index 0c3122a8..835fd1aa 100644
--- a/src/pages/docs/simulation/features/fix-my-agent.mdx
+++ b/src/pages/docs/simulation/features/fix-my-agent.mdx
@@ -1,6 +1,6 @@
---
-title: "Fix My Agent"
-description: "In-depth diagnostics and targeted fixes for your agent's performance issues based on simulation results"
+title: "Fix My Agent: Diagnostics and Fixes from Simulation Results"
+description: "Diagnose and fix agent performance issues using in-depth analytics from Future AGI simulation results. Get targeted recommendations for each failure type."
---
diff --git a/src/pages/docs/simulation/features/observe-to-simulate.mdx b/src/pages/docs/simulation/features/observe-to-simulate.mdx
index c65bf100..48147c44 100644
--- a/src/pages/docs/simulation/features/observe-to-simulate.mdx
+++ b/src/pages/docs/simulation/features/observe-to-simulate.mdx
@@ -1,6 +1,6 @@
---
-title: "Replay"
-description: "Replay real production sessions in a dev environment using chat simulation to debug, iterate, and improve your agent."
+title: "Observe to Simulate: Replay Production Chat Sessions"
+description: "Replay real production sessions in a dev environment using chat simulation to debug, iterate, and improve your agent. Works with Observe data."
---
## About
diff --git a/src/pages/docs/simulation/features/prompt-simulation.mdx b/src/pages/docs/simulation/features/prompt-simulation.mdx
index 62b8bb18..6a617ba0 100644
--- a/src/pages/docs/simulation/features/prompt-simulation.mdx
+++ b/src/pages/docs/simulation/features/prompt-simulation.mdx
@@ -1,6 +1,6 @@
---
-title: "Prompt Simulation"
-description: "Test your prompts in realistic multi-turn conversations directly from the Prompt Workbench — no agent deployment or SDK required."
+title: "Prompt Simulation: Test Prompts in Multi-Turn Conversations"
+description: "Test your prompts in realistic multi-turn conversations directly from the Prompt Workbench, with no agent deployment or SDK required."
---
## About
diff --git a/src/pages/docs/simulation/features/run-simulation.mdx b/src/pages/docs/simulation/features/run-simulation.mdx
index e104d57b..66ce4f4a 100644
--- a/src/pages/docs/simulation/features/run-simulation.mdx
+++ b/src/pages/docs/simulation/features/run-simulation.mdx
@@ -1,6 +1,6 @@
---
-title: "Run Voice Simulation"
-description: "Create and run voice simulation tests from the platform to test your agent against scenarios."
+title: "Run Voice Simulation: Test Agents Against Scenarios"
+description: "Create and run voice simulation tests from the Future AGI platform to evaluate your agent against predefined scenarios and personas."
---
## About
diff --git a/src/pages/docs/simulation/features/simulation-using-sdk.mdx b/src/pages/docs/simulation/features/simulation-using-sdk.mdx
index b6181391..354266e5 100644
--- a/src/pages/docs/simulation/features/simulation-using-sdk.mdx
+++ b/src/pages/docs/simulation/features/simulation-using-sdk.mdx
@@ -1,6 +1,6 @@
---
-title: "Chat Simulation Using SDK"
-description: "Run Future AGI chat simulations from Python by providing an agent callback and executing an existing Run Test."
+title: "Chat Simulation Using SDK: Run Tests from Python"
+description: "Run Future AGI chat simulations from Python by providing an agent callback and executing Run Tests. Automate and scale simulation testing with the SDK."
---
## About
diff --git a/src/pages/docs/simulation/features/view-results.mdx b/src/pages/docs/simulation/features/view-results.mdx
index 11cda9e6..15b5656d 100644
--- a/src/pages/docs/simulation/features/view-results.mdx
+++ b/src/pages/docs/simulation/features/view-results.mdx
@@ -1,6 +1,6 @@
---
-title: "View Results"
-description: "Read simulation results: transcripts, evaluation scores, performance analytics, and call logs."
+title: "View Simulation Results: Transcripts, Scores, and Analytics"
+description: "Read simulation results in Future AGI: view conversation transcripts, evaluation scores, performance analytics, and call logs for each agent run."
---
## About
diff --git a/src/pages/docs/simulation/features/voice-replay.mdx b/src/pages/docs/simulation/features/voice-replay.mdx
index d0195f2e..29403f52 100644
--- a/src/pages/docs/simulation/features/voice-replay.mdx
+++ b/src/pages/docs/simulation/features/voice-replay.mdx
@@ -1,6 +1,6 @@
---
-title: "Voice Replay"
-description: "Replay real production voice calls from Observe in simulation to debug, iterate, and improve your voice agent."
+title: "Voice Replay: Debug Voice Agents from Production Calls"
+description: "Replay real production voice calls from Future AGI Observe in simulation to debug, iterate, and improve your voice agent based on real usage."
---
## What it is
@@ -33,7 +33,7 @@ The flow is: **select voice traces** → **create a replay session** → **gener
- With **Voice Observability** integrated, your production voice calls (via Vapi, Retell, or other supported providers) are captured as traces with conversation-type spans. Each span stores the full call data including transcripts, recordings, and call metrics. See [Set Up Voice Observability](/docs/observe/voice/set-up) for integration details.
+ With **Voice Observability** integrated, your production voice calls (via Vapi, Retell, or other supported providers) are captured as traces with conversation-type spans. Each span stores the full call data including transcripts, recordings, and call metrics. See [Set Up Voice Observability](/docs/observe/features/voice) for integration details.
From the **Observe** experience, select the voice traces you want to replay. Create a **replay session** with:
@@ -103,13 +103,13 @@ The **Compare with baseline call** button only appears for call executions that
Replay text-based production sessions using chat simulation.
-
+
Set up voice call monitoring for production calls.
-
+
Understand scenarios and how replay creates graph scenarios from transcripts.
-
+
Configure voice agents for simulation, including provider settings and voice config.
diff --git a/src/pages/docs/simulation/index.mdx b/src/pages/docs/simulation/index.mdx
index 1a4ac254..1ff0b441 100644
--- a/src/pages/docs/simulation/index.mdx
+++ b/src/pages/docs/simulation/index.mdx
@@ -1,6 +1,6 @@
---
-title: "Overview"
-description: "Test AI agents and prompts through controlled simulations before deploying to production."
+title: "Future AGI Simulation: Test Agents Before Production"
+description: "Test AI agents and prompts through controlled simulations before deploying to production. Run voice and chat simulations, score results, and iterate."
---
## About
diff --git a/src/pages/docs/tracing/auto/anthropic.mdx b/src/pages/docs/tracing/auto/anthropic.mdx
index 0016e473..4dcfa9b2 100644
--- a/src/pages/docs/tracing/auto/anthropic.mdx
+++ b/src/pages/docs/tracing/auto/anthropic.mdx
@@ -1,5 +1,5 @@
---
-title: "Anthropic"
+title: "Anthropic Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Anthropic Claude with Future AGI tracing. Install traceAI-anthropic to capture LLM spans, inputs, and outputs."
---
diff --git a/src/pages/docs/tracing/auto/autogen.mdx b/src/pages/docs/tracing/auto/autogen.mdx
index 30f7e1f7..4b282b48 100644
--- a/src/pages/docs/tracing/auto/autogen.mdx
+++ b/src/pages/docs/tracing/auto/autogen.mdx
@@ -1,5 +1,5 @@
---
-title: "Autogen"
+title: "Autogen Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Autogen with Future AGI tracing. Install traceAI-autogen to capture multi-agent conversation spans automatically."
---
diff --git a/src/pages/docs/tracing/auto/bedrock.mdx b/src/pages/docs/tracing/auto/bedrock.mdx
index 174c14bd..066fae6f 100644
--- a/src/pages/docs/tracing/auto/bedrock.mdx
+++ b/src/pages/docs/tracing/auto/bedrock.mdx
@@ -1,5 +1,5 @@
---
-title: "Bedrock"
+title: "AWS Bedrock Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for AWS Bedrock with Future AGI tracing. Install traceAI-bedrock to capture model invocation spans and metadata."
---
diff --git a/src/pages/docs/tracing/auto/crewai.mdx b/src/pages/docs/tracing/auto/crewai.mdx
index d49fd81d..fc6114a5 100644
--- a/src/pages/docs/tracing/auto/crewai.mdx
+++ b/src/pages/docs/tracing/auto/crewai.mdx
@@ -1,5 +1,5 @@
---
-title: "Crew AI"
+title: "CrewAI Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for CrewAI with Future AGI tracing. Install traceAI-crewai to capture crew task execution and agent interaction spans."
---
diff --git a/src/pages/docs/tracing/auto/dspy.mdx b/src/pages/docs/tracing/auto/dspy.mdx
index 3e207056..c23075e1 100644
--- a/src/pages/docs/tracing/auto/dspy.mdx
+++ b/src/pages/docs/tracing/auto/dspy.mdx
@@ -1,5 +1,5 @@
---
-title: "DSPy"
+title: "DSPy Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for DSPy with Future AGI tracing. Install traceAI-DSPy to capture program compilation and prediction spans automatically."
---
diff --git a/src/pages/docs/tracing/auto/google_adk.mdx b/src/pages/docs/tracing/auto/google_adk.mdx
index 1ced5890..cc8889e2 100644
--- a/src/pages/docs/tracing/auto/google_adk.mdx
+++ b/src/pages/docs/tracing/auto/google_adk.mdx
@@ -1,5 +1,5 @@
---
-title: "Google ADK"
+title: "Google ADK Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Google ADK with Future AGI tracing. Install traceai-google-adk to capture agent and tool execution spans."
---
diff --git a/src/pages/docs/tracing/auto/google_genai.mdx b/src/pages/docs/tracing/auto/google_genai.mdx
index c8853d4c..2e93f967 100644
--- a/src/pages/docs/tracing/auto/google_genai.mdx
+++ b/src/pages/docs/tracing/auto/google_genai.mdx
@@ -1,5 +1,5 @@
---
-title: "Google GenAI"
+title: "Google GenAI Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Google GenAI with Future AGI tracing. Install traceAI-google-genai to capture Gemini model interaction spans."
---
diff --git a/src/pages/docs/tracing/auto/groq.mdx b/src/pages/docs/tracing/auto/groq.mdx
index f009360a..aa8467f4 100644
--- a/src/pages/docs/tracing/auto/groq.mdx
+++ b/src/pages/docs/tracing/auto/groq.mdx
@@ -1,5 +1,5 @@
---
-title: "Groq"
+title: "Groq Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Groq with Future AGI tracing. Install traceAI-groq to capture high-speed inference spans and performance data."
---
diff --git a/src/pages/docs/tracing/auto/guardrails.mdx b/src/pages/docs/tracing/auto/guardrails.mdx
index 9c3073bd..17eca308 100644
--- a/src/pages/docs/tracing/auto/guardrails.mdx
+++ b/src/pages/docs/tracing/auto/guardrails.mdx
@@ -1,5 +1,5 @@
---
-title: "Guardrails"
+title: "Guardrails AI Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Guardrails AI with Future AGI tracing. Install traceAI-guardrails to trace validation and LLM interaction spans."
---
diff --git a/src/pages/docs/tracing/auto/haystack.mdx b/src/pages/docs/tracing/auto/haystack.mdx
index 059bc9e8..f5b49379 100644
--- a/src/pages/docs/tracing/auto/haystack.mdx
+++ b/src/pages/docs/tracing/auto/haystack.mdx
@@ -1,5 +1,5 @@
---
-title: "Haystack"
+title: "Haystack Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Haystack with Future AGI tracing. Install traceAI-haystack to capture document pipeline and retrieval spans."
---
diff --git a/src/pages/docs/tracing/auto/index.mdx b/src/pages/docs/tracing/auto/index.mdx
index 1e113a61..9eb6e48e 100644
--- a/src/pages/docs/tracing/auto/index.mdx
+++ b/src/pages/docs/tracing/auto/index.mdx
@@ -1,6 +1,6 @@
---
-title: "Integrations"
-description: "Auto-instrumentation for LLM applications across Python, JavaScript, and Java."
+title: "Auto-Instrumentation Integrations: Future AGI Tracing"
+description: "Auto-instrumentation integrations for LLM frameworks in Python, JavaScript, and Java. Install a traceAI package to start capturing spans automatically."
---
## About
diff --git a/src/pages/docs/tracing/auto/instructor.mdx b/src/pages/docs/tracing/auto/instructor.mdx
index 28c98c54..d2be7649 100644
--- a/src/pages/docs/tracing/auto/instructor.mdx
+++ b/src/pages/docs/tracing/auto/instructor.mdx
@@ -1,5 +1,5 @@
---
-title: "Instructor"
+title: "Instructor Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Instructor with Future AGI tracing. Install traceAI-instructor to capture structured output extraction spans."
---
diff --git a/src/pages/docs/tracing/auto/java/anthropic.mdx b/src/pages/docs/tracing/auto/java/anthropic.mdx
index 2d270694..cfc57002 100644
--- a/src/pages/docs/tracing/auto/java/anthropic.mdx
+++ b/src/pages/docs/tracing/auto/java/anthropic.mdx
@@ -1,6 +1,6 @@
---
-title: "Anthropic (Java)"
-description: "Trace Anthropic Messages API calls in Java with TracedAnthropicClient. Uses reflection for cross-version compatibility."
+title: "Anthropic Java Tracing: TracedAnthropicClient Setup"
+description: "Trace Anthropic Messages API calls in Java with TracedAnthropicClient. Uses reflection for cross-version compatibility with the Future AGI Java SDK."
---
diff --git a/src/pages/docs/tracing/auto/java/bedrock.mdx b/src/pages/docs/tracing/auto/java/bedrock.mdx
index 742a5b63..01b81262 100644
--- a/src/pages/docs/tracing/auto/java/bedrock.mdx
+++ b/src/pages/docs/tracing/auto/java/bedrock.mdx
@@ -1,5 +1,5 @@
---
-title: "AWS Bedrock (Java)"
+title: "AWS Bedrock Java Tracing: TracedBedrockRuntimeClient"
description: "Trace AWS Bedrock model invocations in Java with TracedBedrockRuntimeClient. Supports both InvokeModel (raw JSON) and Converse (typed API)."
---
diff --git a/src/pages/docs/tracing/auto/java/cohere.mdx b/src/pages/docs/tracing/auto/java/cohere.mdx
index 126eec55..cfcac7fd 100644
--- a/src/pages/docs/tracing/auto/java/cohere.mdx
+++ b/src/pages/docs/tracing/auto/java/cohere.mdx
@@ -1,6 +1,6 @@
---
-title: "Cohere (Java)"
-description: "Trace Cohere chat, embedding, and reranking operations in Java with TracedCohereClient."
+title: "Cohere Java Tracing: TracedCohereClient Setup"
+description: "Trace Cohere chat, embedding, and reranking operations in Java with TracedCohereClient. Part of the Future AGI Java SDK for LLM observability."
---
diff --git a/src/pages/docs/tracing/auto/java/frameworks.mdx b/src/pages/docs/tracing/auto/java/frameworks.mdx
index ee5542b3..61fcca4f 100644
--- a/src/pages/docs/tracing/auto/java/frameworks.mdx
+++ b/src/pages/docs/tracing/auto/java/frameworks.mdx
@@ -1,5 +1,5 @@
---
-title: "Frameworks (Java)"
+title: "Java Framework Tracing: LangChain4j and Semantic Kernel"
description: "Trace LangChain4j and Semantic Kernel operations in Java. Framework-level wrappers that instrument chains, agents, and prompt invocations."
---
diff --git a/src/pages/docs/tracing/auto/java/index.mdx b/src/pages/docs/tracing/auto/java/index.mdx
index 534034cc..7f9e1851 100644
--- a/src/pages/docs/tracing/auto/java/index.mdx
+++ b/src/pages/docs/tracing/auto/java/index.mdx
@@ -1,5 +1,5 @@
---
-title: "Java SDK"
+title: "Java SDK: TraceAI Setup and Instrumentation with Future AGI"
description: "Set up TraceAI for Java applications. Initialize the tracer, configure credentials, and instrument your LLM clients, vector databases, and frameworks."
---
diff --git a/src/pages/docs/tracing/auto/java/llm-providers.mdx b/src/pages/docs/tracing/auto/java/llm-providers.mdx
index 23fd9173..bf032de4 100644
--- a/src/pages/docs/tracing/auto/java/llm-providers.mdx
+++ b/src/pages/docs/tracing/auto/java/llm-providers.mdx
@@ -1,6 +1,6 @@
---
-title: "LLM Providers (Java)"
-description: "Trace Google GenAI, Vertex AI, Azure OpenAI, Ollama, and Watsonx in Java. All use the same Traced wrapper pattern."
+title: "Java LLM Provider Tracing: Vertex, Azure, Ollama, Watsonx"
+description: "Trace Google GenAI, Vertex AI, Azure OpenAI, Ollama, and Watsonx in Java with Future AGI. All providers use the same TracedClient wrapper pattern."
---
diff --git a/src/pages/docs/tracing/auto/java/openai.mdx b/src/pages/docs/tracing/auto/java/openai.mdx
index 45e379d6..d4b977d2 100644
--- a/src/pages/docs/tracing/auto/java/openai.mdx
+++ b/src/pages/docs/tracing/auto/java/openai.mdx
@@ -1,6 +1,6 @@
---
-title: "OpenAI (Java)"
-description: "Trace OpenAI chat completions, embeddings, and streaming responses in Java with TracedOpenAIClient."
+title: "OpenAI Java Tracing: TracedOpenAIClient Setup"
+description: "Trace OpenAI chat completions, embeddings, and streaming responses in Java with TracedOpenAIClient. Part of the Future AGI Java observability SDK."
---
diff --git a/src/pages/docs/tracing/auto/java/pinecone.mdx b/src/pages/docs/tracing/auto/java/pinecone.mdx
index 211f41ac..4c41d460 100644
--- a/src/pages/docs/tracing/auto/java/pinecone.mdx
+++ b/src/pages/docs/tracing/auto/java/pinecone.mdx
@@ -1,5 +1,5 @@
---
-title: "Pinecone (Java)"
+title: "Pinecone Java Tracing: TracedPineconeIndex Setup"
description: "Trace Pinecone vector operations in Java with TracedPineconeIndex. Query, upsert, delete, and fetch with full span instrumentation."
---
diff --git a/src/pages/docs/tracing/auto/java/vector-databases.mdx b/src/pages/docs/tracing/auto/java/vector-databases.mdx
index 5f00f6ac..660c6ff7 100644
--- a/src/pages/docs/tracing/auto/java/vector-databases.mdx
+++ b/src/pages/docs/tracing/auto/java/vector-databases.mdx
@@ -1,5 +1,5 @@
---
-title: "Vector Databases (Java)"
+title: "Java Vector Database Tracing: Qdrant, Milvus, and More"
description: "Trace vector database operations in Java. Qdrant, Milvus, ChromaDB, Weaviate, MongoDB, Redis, pgvector, Azure AI Search, and Elasticsearch."
---
diff --git a/src/pages/docs/tracing/auto/langchain.mdx b/src/pages/docs/tracing/auto/langchain.mdx
index 56552fd0..df66c4de 100644
--- a/src/pages/docs/tracing/auto/langchain.mdx
+++ b/src/pages/docs/tracing/auto/langchain.mdx
@@ -1,5 +1,5 @@
---
-title: "LangChain"
+title: "LangChain Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for LangChain with Future AGI tracing. Install traceAI-langchain to capture chain, tool, and LLM call spans."
---
diff --git a/src/pages/docs/tracing/auto/langgraph.mdx b/src/pages/docs/tracing/auto/langgraph.mdx
index 0263b7e9..e78df745 100644
--- a/src/pages/docs/tracing/auto/langgraph.mdx
+++ b/src/pages/docs/tracing/auto/langgraph.mdx
@@ -1,5 +1,5 @@
---
-title: "LangGraph"
+title: "LangGraph Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for LangGraph with Future AGI tracing. Capture agent graph execution and state transition spans via LangChain instrumentor."
---
diff --git a/src/pages/docs/tracing/auto/litellm.mdx b/src/pages/docs/tracing/auto/litellm.mdx
index 5c2c17b0..d3d91f66 100644
--- a/src/pages/docs/tracing/auto/litellm.mdx
+++ b/src/pages/docs/tracing/auto/litellm.mdx
@@ -1,5 +1,5 @@
---
-title: "LiteLLM"
+title: "LiteLLM Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for LiteLLM with Future AGI tracing. Install traceAI-litellm to capture spans across multiple LLM provider calls."
---
diff --git a/src/pages/docs/tracing/auto/livekit.mdx b/src/pages/docs/tracing/auto/livekit.mdx
index 437a4d07..38bc2f66 100644
--- a/src/pages/docs/tracing/auto/livekit.mdx
+++ b/src/pages/docs/tracing/auto/livekit.mdx
@@ -1,5 +1,5 @@
---
-title: "LiveKit"
+title: "LiveKit Tracing with Future AGI: Voice Agent Observability"
description: "Integrate LiveKit with Future AGI for voice agent observability. Trace real-time voice interactions and monitor agent performance with traceAI-livekit."
---
diff --git a/src/pages/docs/tracing/auto/llamaindex-workflows.mdx b/src/pages/docs/tracing/auto/llamaindex-workflows.mdx
index 06b4f1b2..8b29d5a1 100644
--- a/src/pages/docs/tracing/auto/llamaindex-workflows.mdx
+++ b/src/pages/docs/tracing/auto/llamaindex-workflows.mdx
@@ -1,5 +1,5 @@
---
-title: "Llama Index Workflows"
+title: "LlamaIndex Workflows Tracing with Future AGI"
description: "Set up auto-instrumentation for LlamaIndex Workflows with Future AGI tracing. Trace workflow agent execution via the LlamaIndex instrumentor."
---
diff --git a/src/pages/docs/tracing/auto/llamaindex.mdx b/src/pages/docs/tracing/auto/llamaindex.mdx
index 6ef79406..8fd33d9f 100644
--- a/src/pages/docs/tracing/auto/llamaindex.mdx
+++ b/src/pages/docs/tracing/auto/llamaindex.mdx
@@ -1,5 +1,5 @@
---
-title: "Llama Index"
+title: "LlamaIndex Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for LlamaIndex with Future AGI tracing. Install traceAI-llamaindex to capture query, retrieval, and response spans."
---
diff --git a/src/pages/docs/tracing/auto/mastra.mdx b/src/pages/docs/tracing/auto/mastra.mdx
index 8202a687..5e5f45f3 100644
--- a/src/pages/docs/tracing/auto/mastra.mdx
+++ b/src/pages/docs/tracing/auto/mastra.mdx
@@ -1,5 +1,5 @@
---
-title: "Mastra"
+title: "Mastra Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Mastra with Future AGI tracing. Configure @traceai/mastra to export TypeScript agent spans to Future AGI."
---
diff --git a/src/pages/docs/tracing/auto/mcp.mdx b/src/pages/docs/tracing/auto/mcp.mdx
index d792036e..4fd76610 100644
--- a/src/pages/docs/tracing/auto/mcp.mdx
+++ b/src/pages/docs/tracing/auto/mcp.mdx
@@ -1,5 +1,5 @@
---
-title: "Model Context Protocol (MCP)"
+title: "MCP Tracing with Future AGI: Model Context Protocol Spans"
description: "Set up auto-instrumentation for MCP with Future AGI tracing. Install traceAI-mcp to capture Model Context Protocol server and tool call spans."
---
diff --git a/src/pages/docs/tracing/auto/mistralai.mdx b/src/pages/docs/tracing/auto/mistralai.mdx
index 73bf6b86..41de68f0 100644
--- a/src/pages/docs/tracing/auto/mistralai.mdx
+++ b/src/pages/docs/tracing/auto/mistralai.mdx
@@ -1,5 +1,5 @@
---
-title: "Mistral AI"
+title: "Mistral AI Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Mistral AI with Future AGI tracing. Install traceAI-mistralai to capture model inference spans and metadata."
---
diff --git a/src/pages/docs/tracing/auto/ollama.mdx b/src/pages/docs/tracing/auto/ollama.mdx
index 88ab6ada..d62219ee 100644
--- a/src/pages/docs/tracing/auto/ollama.mdx
+++ b/src/pages/docs/tracing/auto/ollama.mdx
@@ -1,5 +1,5 @@
---
-title: "Ollama"
+title: "Ollama Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Ollama with Future AGI tracing. Use traceAI-openai to capture spans from Ollama's OpenAI-compatible local LLM API."
---
diff --git a/src/pages/docs/tracing/auto/openai.mdx b/src/pages/docs/tracing/auto/openai.mdx
index 81f56b2e..f29071fb 100644
--- a/src/pages/docs/tracing/auto/openai.mdx
+++ b/src/pages/docs/tracing/auto/openai.mdx
@@ -1,5 +1,5 @@
---
-title: "OpenAI"
+title: "OpenAI Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for OpenAI with Future AGI tracing. Install traceAI-openai to capture chat completion, embedding, and tool call spans."
---
diff --git a/src/pages/docs/tracing/auto/openai_agents.mdx b/src/pages/docs/tracing/auto/openai_agents.mdx
index 4aefb7f5..307e1250 100644
--- a/src/pages/docs/tracing/auto/openai_agents.mdx
+++ b/src/pages/docs/tracing/auto/openai_agents.mdx
@@ -1,5 +1,5 @@
---
-title: "OpenAI Agents"
+title: "OpenAI Agents SDK Tracing with Future AGI"
description: "Set up auto-instrumentation for OpenAI Agents SDK with Future AGI tracing. Install traceAI-openai-agents to capture agent workflow spans."
---
diff --git a/src/pages/docs/tracing/auto/pipecat.mdx b/src/pages/docs/tracing/auto/pipecat.mdx
index b21c188c..13130a7e 100644
--- a/src/pages/docs/tracing/auto/pipecat.mdx
+++ b/src/pages/docs/tracing/auto/pipecat.mdx
@@ -1,5 +1,5 @@
---
-title: "Pipecat"
+title: "Pipecat Tracing with Future AGI: Voice Pipeline Spans"
description: "Set up auto-instrumentation for Pipecat voice apps with Future AGI tracing. Install traceAI-pipecat to capture voice pipeline and processing spans."
---
diff --git a/src/pages/docs/tracing/auto/portkey.mdx b/src/pages/docs/tracing/auto/portkey.mdx
index 40ac2aaa..8e818d4d 100644
--- a/src/pages/docs/tracing/auto/portkey.mdx
+++ b/src/pages/docs/tracing/auto/portkey.mdx
@@ -1,5 +1,5 @@
---
-title: "Portkey"
+title: "Portkey Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Portkey with Future AGI tracing. Install traceAI-portkey to capture routed LLM call spans and gateway metrics."
---
diff --git a/src/pages/docs/tracing/auto/promptflow.mdx b/src/pages/docs/tracing/auto/promptflow.mdx
index 3b196729..8e1b2abf 100644
--- a/src/pages/docs/tracing/auto/promptflow.mdx
+++ b/src/pages/docs/tracing/auto/promptflow.mdx
@@ -1,5 +1,5 @@
---
-title: "Prompt Flow"
+title: "Prompt Flow Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Prompt Flow with Future AGI tracing. Use traceAI-openai to capture prompt flow execution and LLM call spans."
---
diff --git a/src/pages/docs/tracing/auto/smol_agents.mdx b/src/pages/docs/tracing/auto/smol_agents.mdx
index 53f564bb..5ecbe11a 100644
--- a/src/pages/docs/tracing/auto/smol_agents.mdx
+++ b/src/pages/docs/tracing/auto/smol_agents.mdx
@@ -1,5 +1,5 @@
---
-title: "Smol Agents"
+title: "Smol Agents Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Smol Agents with Future AGI tracing. Install traceAI-smolagents to capture lightweight agent execution spans."
---
diff --git a/src/pages/docs/tracing/auto/spring-boot.mdx b/src/pages/docs/tracing/auto/spring-boot.mdx
index 9e337f4e..9faa9acd 100644
--- a/src/pages/docs/tracing/auto/spring-boot.mdx
+++ b/src/pages/docs/tracing/auto/spring-boot.mdx
@@ -1,5 +1,5 @@
---
-title: "Spring Boot"
+title: "Spring Boot Tracing with Future AGI and Spring AI"
description: "Add tracing to Spring Boot apps with Spring AI. Configure application.yml, wrap your ChatModel and EmbeddingModel, and traces are collected automatically."
---
diff --git a/src/pages/docs/tracing/auto/togetherai.mdx b/src/pages/docs/tracing/auto/togetherai.mdx
index c64fa051..4f4f5c83 100644
--- a/src/pages/docs/tracing/auto/togetherai.mdx
+++ b/src/pages/docs/tracing/auto/togetherai.mdx
@@ -1,5 +1,5 @@
---
-title: "Together AI"
+title: "Together AI Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Together AI with Future AGI tracing. Use traceAI-openai to capture inference spans from Together AI models."
---
diff --git a/src/pages/docs/tracing/auto/vercel.mdx b/src/pages/docs/tracing/auto/vercel.mdx
index 5d2f9605..7ea04eba 100644
--- a/src/pages/docs/tracing/auto/vercel.mdx
+++ b/src/pages/docs/tracing/auto/vercel.mdx
@@ -1,5 +1,5 @@
---
-title: "Vercel"
+title: "Vercel AI SDK Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Vercel AI SDK with Future AGI tracing. Install @traceai/vercel to capture AI function call spans in Next.js apps."
---
diff --git a/src/pages/docs/tracing/auto/vertexai.mdx b/src/pages/docs/tracing/auto/vertexai.mdx
index 382a4fbf..da812f54 100644
--- a/src/pages/docs/tracing/auto/vertexai.mdx
+++ b/src/pages/docs/tracing/auto/vertexai.mdx
@@ -1,5 +1,5 @@
---
-title: "Vertex AI (Gemini)"
+title: "Vertex AI Tracing with Future AGI: Auto-Instrumentation"
description: "Set up auto-instrumentation for Vertex AI with Future AGI tracing. Install traceAI-vertexai to capture Gemini model invocation and response spans."
---
diff --git a/src/pages/docs/tracing/concepts/index.mdx b/src/pages/docs/tracing/concepts/index.mdx
index c36ed2b1..59d88314 100644
--- a/src/pages/docs/tracing/concepts/index.mdx
+++ b/src/pages/docs/tracing/concepts/index.mdx
@@ -1,6 +1,6 @@
---
-title: "Understanding Observability"
-description: "Core concepts behind LLM observability: what gets captured, how data is structured, and why it matters."
+title: "Understanding Observability: LLM Tracing Core Concepts"
+description: "Core concepts behind LLM observability in Future AGI: what gets captured, how data is structured, and why monitoring matters for AI applications."
---
## About
diff --git a/src/pages/docs/tracing/concepts/otel.mdx b/src/pages/docs/tracing/concepts/otel.mdx
index ad46bbbb..6b136d3f 100644
--- a/src/pages/docs/tracing/concepts/otel.mdx
+++ b/src/pages/docs/tracing/concepts/otel.mdx
@@ -1,5 +1,5 @@
---
-title: "What is OpenTelemetry?"
+title: "What is OpenTelemetry? Future AGI Tracing Explained"
description: "Learn how Future AGI uses OpenTelemetry for vendor-neutral, high-performance tracing of AI applications with standardized telemetry collection."
---
diff --git a/src/pages/docs/tracing/concepts/spans.mdx b/src/pages/docs/tracing/concepts/spans.mdx
index bb75a114..cd7699f6 100644
--- a/src/pages/docs/tracing/concepts/spans.mdx
+++ b/src/pages/docs/tracing/concepts/spans.mdx
@@ -1,5 +1,5 @@
---
-title: "What are Spans ?"
+title: "What are Spans? LLM, Tool, and Chain Span Types"
description: "Understand spans in Future AGI tracing. Learn about span types including LLM, tool, chain, retriever, and embedding spans with their attributes."
---
diff --git a/src/pages/docs/tracing/concepts/traceai.mdx b/src/pages/docs/tracing/concepts/traceai.mdx
index 9a8f3f77..39c2f188 100644
--- a/src/pages/docs/tracing/concepts/traceai.mdx
+++ b/src/pages/docs/tracing/concepts/traceai.mdx
@@ -1,5 +1,5 @@
---
-title: "What is traceAI?"
+title: "What is traceAI? Future AGI Open-Source Tracing SDK"
description: "Learn about traceAI, Future AGI's open-source package for standardized AI application tracing built on OpenTelemetry with framework-specific instrumentors."
---
diff --git a/src/pages/docs/tracing/concepts/traces.mdx b/src/pages/docs/tracing/concepts/traces.mdx
index d90594d9..1df11412 100644
--- a/src/pages/docs/tracing/concepts/traces.mdx
+++ b/src/pages/docs/tracing/concepts/traces.mdx
@@ -1,6 +1,6 @@
---
-title: "What are Traces ?"
-description: "In observability frameworks, a Trace is a comprehensive representation of the execution flow of a request within a system. It is composed of multiple spans, each capturing a specific operation or step in the process. Traces provide a holistic view of how different components interact and contribute to the overall behavior of the system."
+title: "What are Traces? Understanding Trace Structure"
+description: "A trace in Future AGI represents the full execution flow of an AI request, composed of spans that capture each LLM call, tool use, and retrieval step."
---
## Key Features
diff --git a/src/styles/global.css b/src/styles/global.css
index 9502c7ce..4498ae91 100644
--- a/src/styles/global.css
+++ b/src/styles/global.css
@@ -227,7 +227,8 @@ code:not(pre code) {
line-height: 1.3;
}
- h2 {
+ h2,
+ .docs-section-title {
font-size: 1.375rem;
font-weight: 600;
letter-spacing: -0.01em;