Documentation for Future AGI — the AI lifecycle platform for building, evaluating, observing, and optimizing AI applications. https://docs.futureagi.com en Tue, 28 Apr 2026 16:14:43 GMT https://docs.futureagi.com/docs/self-hosting https://docs.futureagi.com/docs/self-hosting Deploy the full Future AGI platform on your own infrastructure with Docker Compose. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/tracing/concepts https://docs.futureagi.com/docs/tracing/concepts Core concepts behind LLM observability: what gets captured, how data is structured, and why it matters. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/tracing/concepts/spans https://docs.futureagi.com/docs/tracing/concepts/spans Understand spans in Future AGI tracing. Learn about span types including LLM, tool, chain, retriever, and embedding spans with their attributes. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/tracing/auto https://docs.futureagi.com/docs/tracing/auto Auto-instrumentation for LLM applications across Python, JavaScript, and Java. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/tracing/auto/vercel https://docs.futureagi.com/docs/tracing/auto/vercel 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. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/simulation/concepts/global-nodes https://docs.futureagi.com/docs/simulation/concepts/global-nodes 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. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/release-notes https://docs.futureagi.com/docs/release-notes Latest Future AGI release notes covering new features, improvements, and bug fixes across datasets, evaluations, simulation, and observability products. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/sdk/tracing https://docs.futureagi.com/docs/sdk/tracing Set up OpenTelemetry tracing across Python, TypeScript, Java, and C#. Auto-instrument 45+ frameworks or create custom spans with FITracer. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/quickstart/command-center-gateway https://docs.futureagi.com/docs/quickstart/command-center-gateway Make your first LLM request through Agent Command Center in under 5 minutes. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/quickstart/annotations https://docs.futureagi.com/docs/quickstart/annotations Get started with annotations in 5 minutes -- create a label, set up a queue, add items, and start annotating. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/protect https://docs.futureagi.com/docs/protect Future AGI's Protect module brings real-time safety and policy enforcement directly into your GenAI application flow. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/protect/features/run-protect https://docs.futureagi.com/docs/protect/features/run-protect Set up and configure Protect to apply real-time safety checks to your AI application's inputs and outputs. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe https://docs.futureagi.com/docs/observe Monitor and evaluate LLM applications in production with real-time tracing, session analysis, and alerting. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/quickstart https://docs.futureagi.com/docs/observe/features/quickstart Instrument your application and send traces to an Observe project so you can monitor LLM calls, latency, and cost in one place. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/session https://docs.futureagi.com/docs/observe/features/session Group traces into sessions so you can view and analyze multi-turn conversations, chatbot flows, and per-session metrics in Observe. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/users https://docs.futureagi.com/docs/observe/features/users View all traces, sessions, and metrics per end user in one place so you can debug, analyze behavior, and optimize at the user level. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/voice https://docs.futureagi.com/docs/observe/features/voice Connect a voice provider (Vapi, Retell) and get call logs as traces in Observe without any SDK instrumentation. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/set-up-tracing https://docs.futureagi.com/docs/observe/features/manual-tracing/set-up-tracing Connect your application to Future AGI by registering a tracer provider and adding instrumentation with auto-instrumentors or manual OpenTelemetry spans. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/instrument-with-traceai-helpers https://docs.futureagi.com/docs/observe/features/manual-tracing/instrument-with-traceai-helpers Future AGI's traceAI library offers convenient abstractions to streamline your manual instrumentation process. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/get-current-span-context https://docs.futureagi.com/docs/observe/features/manual-tracing/get-current-span-context Access the active span or tracer at any point in your code to enrich it with additional attributes and context. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/log-prompt-templates https://docs.futureagi.com/docs/observe/features/manual-tracing/log-prompt-templates Attach prompt template data to spans so Future AGI can surface it in the prompt playground for testing changes without deploying. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/set-session-user-id https://docs.futureagi.com/docs/observe/features/manual-tracing/set-session-user-id Adding SessionID and UserID as attributes to Spans for Tracing Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/create-tool-spans https://docs.futureagi.com/docs/observe/features/manual-tracing/create-tool-spans Manually trace tool functions alongside LLM calls by creating spans that capture inputs, outputs, and key events. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/mask-span-attributes https://docs.futureagi.com/docs/observe/features/manual-tracing/mask-span-attributes Redact sensitive inputs, outputs, images, and embeddings from spans before they are exported:using environment variables or TraceConfig in code. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/advanced-tracing-examples https://docs.futureagi.com/docs/observe/features/manual-tracing/advanced-tracing-examples Explore manual context propagation, custom decorators, and sampling techniques for real-world async, multi-service, and high-volume tracing scenarios. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/semantic-conventions https://docs.futureagi.com/docs/observe/features/manual-tracing/semantic-conventions Use standardized attribute keys for spans to ensure consistent, queryable trace data across LLM models, frameworks, and vendors. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/in-line-evals https://docs.futureagi.com/docs/observe/features/manual-tracing/in-line-evals Run evaluations directly inside a traced span so results are automatically attached to that span in the Future AGI dashboard. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/annotating-using-api https://docs.futureagi.com/docs/observe/features/manual-tracing/annotating-using-api Label spans with custom tags, human feedback, and notes using the bulk-annotation API. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/langfuse-integration https://docs.futureagi.com/docs/observe/features/manual-tracing/langfuse-integration Integrate Future AGI evaluations with Langfuse to attach evaluation results directly to your Langfuse traces. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/add-events-exceptions-status https://docs.futureagi.com/docs/observe/features/manual-tracing/add-events-exceptions-status OpenTelemetry (OTEL) provides support for adding Events, Exceptions, and Status into spans. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/evals https://docs.futureagi.com/docs/observe/features/evals Run automated quality checks on your traced spans in Observe: filter spans, choose historic or continuous runs, set sampling and limits, and attach preset or custom evaluations. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/dashboard https://docs.futureagi.com/docs/observe/features/dashboard Build custom dashboards with widgets to visualize your Observe project metrics, traces, and performance data in one place. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/manual-tracing/add-attributes-metadata-tags https://docs.futureagi.com/docs/observe/features/manual-tracing/add-attributes-metadata-tags Capture additional context beyond what standard frameworks provide by enriching your traces with custom attributes, metadata, tags, session IDs, user IDs, and prompt templates. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/observe/features/alerts https://docs.futureagi.com/docs/observe/features/alerts Define monitors on Observe project metrics (system or evaluation) and get notified by email or Slack when values cross a threshold. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/integrations https://docs.futureagi.com/docs/integrations Connect Future AGI with your existing AI frameworks, LLM providers, and tools. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/integrations/export/posthog https://docs.futureagi.com/docs/integrations/export/posthog Send LLM usage events from Future AGI's Agent Command Center to PostHog for product analytics. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/integrations/export/mixpanel https://docs.futureagi.com/docs/integrations/export/mixpanel Send LLM usage events from Future AGI's Agent Command Center to Mixpanel for product analytics. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/integrations/export/pagerduty https://docs.futureagi.com/docs/integrations/export/pagerduty Route Future AGI alerts to PagerDuty so your on-call team gets paged when something breaks. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs https://docs.futureagi.com/docs The complete platform to test, guard, and monitor AI agents. Build self-improving agents that ship smarter with every version. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs https://docs.futureagi.com/docs The complete platform to test, guard, and monitor AI agents. Build self-improving agents that ship smarter with every version. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/falcon-ai https://docs.futureagi.com/docs/falcon-ai An AI copilot embedded in the Future AGI dashboard that handles platform tasks, runs analysis, and answers questions through natural language. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/falcon-ai/features/skills https://docs.futureagi.com/docs/falcon-ai/features/skills Use built-in skills for common workflows or create custom slash commands that package multi-step instructions for your team. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/falcon-ai/features/mcp-connectors https://docs.futureagi.com/docs/falcon-ai/features/mcp-connectors Connect external MCP servers to Falcon AI to use tools from services like Linear, Slack, GitHub, Sentry, and custom APIs. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/faq https://docs.futureagi.com/docs/faq Find answers to common questions about Future AGI products. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/integrations/export/datadog https://docs.futureagi.com/docs/integrations/export/datadog Forward Agent Command Center logs and metrics from Future AGI to Datadog automatically. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/integrations/export/cloud-storage https://docs.futureagi.com/docs/integrations/export/cloud-storage Archive Agent Command Center logs to S3, Azure Blob Storage, or Google Cloud Storage as compressed JSONL files. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/integrations/export/message-queues https://docs.futureagi.com/docs/integrations/export/message-queues Stream Agent Command Center logs to Amazon SQS or Google Pub/Sub for real-time processing. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/falcon-ai/features/chat https://docs.futureagi.com/docs/falcon-ai/features/chat Open Falcon AI from any page, ask questions, upload files, and get streaming responses with tool calls and completion cards. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/error-feed https://docs.futureagi.com/docs/error-feed Automatically detect, cluster, score, and triage errors in your AI agent traces — without any configuration beyond standard tracing. Tue, 28 Apr 2026 16:01:19 GMT https://docs.futureagi.com/docs/error-feed/features/the-feed https://docs.futureagi.com/docs/error-feed/features/the-feed How to read the Error Feed issue list: filters, the stats bar, table columns, trend sparklines, and time range controls. Tue, 28 Apr 2026 16:01:19 GMT