# Flint AI

- [Flint AI products](https://docs.flintai.dev/index.md): Discover, prove, and protect your AI agents
- [Flint AI Platform](https://docs.flintai.dev/flintai/platform/index.md): Discover agents, prove they're worth it
- [Choose your path](https://docs.flintai.dev/flintai/platform/getting-started/index.md): Choose between the two Flint AI Platform quickstarts, Discover and Runtime
- [Discover your agents](https://docs.flintai.dev/flintai/platform/getting-started/discover.md): Scan your GitHub repository and see every AI agent in your code
- [Monitor your agents at runtime](https://docs.flintai.dev/flintai/platform/getting-started/runtime.md): Install the SDK and see your first traces in less than 10 minutes
- [Discovery results](https://docs.flintai.dev/flintai/platform/discovery/results.md): Triage findings, confirm they're real, and know when they're resolved
- [How discovery works](https://docs.flintai.dev/flintai/platform/discovery/how-discovery-works.md): Where findings come from, and why one is Critical and another is Low
- [Evaluation results](https://docs.flintai.dev/flintai/platform/evaluation/results.md): Read the model health score and decide whether it's trustworthy
- [How evaluation works](https://docs.flintai.dev/flintai/platform/evaluation/how-evaluation-works.md): What gets tested, how it's scored, and how a score becomes a finding
- [Overview](https://docs.flintai.dev/flintai/platform/sdk/python/index.md): Route your agent's LLM traffic through Flint AI
- [Installation](https://docs.flintai.dev/flintai/platform/sdk/python/installation.md): Install and verify the Flint AI Python SDK
- [Configuration](https://docs.flintai.dev/flintai/platform/sdk/python/configuration.md): Configure gateway URL, API keys, and environment variables
- [Usage](https://docs.flintai.dev/flintai/platform/sdk/python/usage.md): Wrap LLM clients and route traffic through guardrails
- [Integrations](https://docs.flintai.dev/flintai/platform/sdk/python/integrations.md): OpenAI, Anthropic, Google GenAI, LangChain, and Google ADK
- [Python SDK changelog](https://docs.flintai.dev/flintai/platform/sdk/python/changelog.md): What's new in the Flint AI Python SDK
- [Overview](https://docs.flintai.dev/flintai/platform/sdk/typescript/index.md): Route your agent's LLM traffic through Flint AI from Node.js
- [Installation](https://docs.flintai.dev/flintai/platform/sdk/typescript/installation.md): Install and verify the Flint AI TypeScript SDK
- [Configuration](https://docs.flintai.dev/flintai/platform/sdk/typescript/configuration.md): Configure gateway URL, API keys, and environment variables
- [Usage](https://docs.flintai.dev/flintai/platform/sdk/typescript/usage.md): Wrap LLM clients and route traffic through guardrails
- [Integrations](https://docs.flintai.dev/flintai/platform/sdk/typescript/integrations.md): OpenAI, Anthropic, Google GenAI, LangChain, and Google ADK
- [TypeScript SDK changelog](https://docs.flintai.dev/flintai/platform/sdk/typescript/changelog.md): What's new in the Flint AI TypeScript SDK
- [Rules reference](https://docs.flintai.dev/flintai/platform/rules/index.md): Complete reference for built-in discovery, MCP server, and agent runtime rules
- [Discovery rules](https://docs.flintai.dev/flintai/platform/rules/discovery-rules.md): Static analysis findings about missing configurations, metadata, and evaluation scores detected during agent discovery
- [MCP server rules](https://docs.flintai.dev/flintai/platform/rules/mcp-server-rules.md): Vulnerabilities in MCP servers, tools, and their configurations
- [Agent runtime rules](https://docs.flintai.dev/flintai/platform/rules/agent-runtime-rules.md): Runtime behavior vulnerabilities in agent execution, memory, communication, and control flow
- [Flint AI Platform FAQ](https://docs.flintai.dev/flintai/platform/resources/faq.md): Common questions answered
- [Data handling](https://docs.flintai.dev/flintai/platform/resources/data-handling.md): How Flint AI Platform handles and protects your data
- [Data Protection Addendum](https://docs.flintai.dev/flintai/platform/resources/dpa.md): GDPR data processing terms for Flint AI Platform
- [Flint AI Platform changelog](https://docs.flintai.dev/flintai/platform/resources/changelog.md): What's new in Flint AI Platform
- [Flint AI Platform API](https://docs.flintai.dev/flintai/api-reference/index.md): Query your AI inventory, findings, and rules over HTTP, and traverse the relationships between them.
- [Get all AI-SPM agents](https://docs.flintai.dev/api-reference/aispm-agents/get-all-ai-spm-agents.md): List all AI-SPM agents for a tenant workspace, ordered by last_seen descending
- [Get single AI-SPM agent](https://docs.flintai.dev/api-reference/aispm-agents/get-single-ai-spm-agent.md): Get AI-SPM agent by ID with embedded models, MCP servers, tools, sub-agents, guardrails, and locations
- [Get all objects associated with an AISPM Agent](https://docs.flintai.dev/api-reference/aispm-agents/get-all-objects-associated-with-an-aispm-agent.md): Get all 'edges' associated with an AISPM Agent. An 'edge' is a type of object that is related to an AISPM Agent.
- [Get AISPM Dashboard summary info](https://docs.flintai.dev/api-reference/aispm-dashboard/get-aispm-dashboard-summary-info.md): Get summary data from AISPM Dashboard
- [Get AISPM guardrail category counts](https://docs.flintai.dev/api-reference/aispm-guardrails/get-aispm-guardrail-category-counts.md): Returns counts per guardrail category from BLOCKED or REDACTED prompt and response guardrail results in a time range
- [Get AISPM guardrail interaction counts bucketed by hour](https://docs.flintai.dev/api-reference/aispm-guardrails/get-aispm-guardrail-interaction-counts-bucketed-by-hour.md): Returns total counts and hourly bucketed results for LLM interactions in a time range, categorized by guardrail outcome (OK, BLOCKED, REDACTED)
- [Get AISPM guardrail outcome totals](https://docs.flintai.dev/api-reference/aispm-guardrails/get-aispm-guardrail-outcome-totals.md): Returns aggregate totals of OK, BLOCKED, and REDACTED guardrail outcomes for LLM interactions in a time range
- [Get all AI-SPM LLM interactions](https://docs.flintai.dev/api-reference/aispm-llm-interactions/get-all-ai-spm-llm-interactions.md): List all AI-SPM LLM interactions for a tenant workspace, ordered by interaction_time descending
- [Get single AI-SPM LLM interaction](https://docs.flintai.dev/api-reference/aispm-llm-interactions/get-single-ai-spm-llm-interaction.md): Get AI-SPM LLM interaction by ID
- [List LLM sessions grouped by session_id for an agent](https://docs.flintai.dev/api-reference/aispm-llm-sessions/list-llm-sessions-grouped-by-session_id-for-an-agent.md): Returns paginated LLM sessions aggregated by session_id with tokens, cost, turns, duration, and guardrail results
- [Get all AI-SPM MCP servers](https://docs.flintai.dev/api-reference/aispm-mcp-servers/get-all-ai-spm-mcp-servers.md): List all AI-SPM MCP servers for a tenant workspace, ordered by last_seen descending
- [Get single AI-SPM MCP server](https://docs.flintai.dev/api-reference/aispm-mcp-servers/get-single-ai-spm-mcp-server.md): Get AI-SPM MCP server by ID with embedded agents and locations
- [Get all objects associated with an AISPM MCP Server](https://docs.flintai.dev/api-reference/aispm-mcp-servers/get-all-objects-associated-with-an-aispm-mcp-server.md): Get all 'edges' associated with an AISPM MCP Server. An 'edge' is a type of object that is related to an AISPM MCP Server.
- [Get all AI-SPM models](https://docs.flintai.dev/api-reference/aispm-models/get-all-ai-spm-models.md): List all AI-SPM models for a tenant workspace, ordered by last_seen descending
- [Get single AI-SPM model](https://docs.flintai.dev/api-reference/aispm-models/get-single-ai-spm-model.md): Get AI-SPM model by ID with embedded agents and locations
- [Get all objects associated with an AISPM Model](https://docs.flintai.dev/api-reference/aispm-models/get-all-objects-associated-with-an-aispm-model.md): Get all 'edges' associated with an AISPM Model. An 'edge' is a type of object that is related to an AISPM Model.
- [Get all AI-SPM tools](https://docs.flintai.dev/api-reference/aispm-tools/get-all-ai-spm-tools.md): List all AI-SPM tools for a tenant workspace, ordered by last_seen descending
- [Get single AI-SPM tool](https://docs.flintai.dev/api-reference/aispm-tools/get-single-ai-spm-tool.md): Get AI-SPM tool by ID with embedded agents, MCP servers, issues, and locations
- [Get all objects associated with an AISPM Tool](https://docs.flintai.dev/api-reference/aispm-tools/get-all-objects-associated-with-an-aispm-tool.md): Get all 'edges' associated with an AISPM Tool. An 'edge' is a type of object that is related to an AISPM Tool.
- [Get all assets](https://docs.flintai.dev/api-reference/assets/get-all-assets.md): List all assets for a tenant workspace
- [Get single asset](https://docs.flintai.dev/api-reference/assets/get-single-asset.md): Get asset by ID
- [Get all cryptographic objects associated with a Asset](https://docs.flintai.dev/api-reference/assets/get-all-cryptographic-objects-associated-with-a-asset.md): Get all 'edges' associated with a Asset. An 'edge' is a type of cryptographic object that is related to a Asset.
- [Get tenant+user-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/get-tenant+user-scoped-client-storage-entry.md): Retrieve an opaque key-value entry scoped to a tenant and the authenticated user. User ID is derived from the auth token.
- [Create or update tenant+user-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/create-or-update-tenant+user-scoped-client-storage-entry.md): Upsert an opaque key-value entry scoped to a tenant and the authenticated user. User ID is derived from the auth token.
- [Delete tenant+user-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/delete-tenant+user-scoped-client-storage-entry.md): Delete an opaque key-value entry scoped to a tenant and the authenticated user. User ID is derived from the auth token.
- [Get tenant+workspace-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/get-tenant+workspace-scoped-client-storage-entry.md): Retrieve an opaque key-value entry scoped to a tenant, workspace, client, namespace, and key
- [Create or update tenant+workspace-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/create-or-update-tenant+workspace-scoped-client-storage-entry.md): Upsert an opaque key-value entry scoped to a tenant, workspace, client, namespace, and key
- [Delete tenant+workspace-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/delete-tenant+workspace-scoped-client-storage-entry.md): Delete an opaque key-value entry scoped to a tenant, workspace, client, namespace, and key
- [Get tenant-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/get-tenant-scoped-client-storage-entry.md): Retrieve an opaque key-value entry scoped to a tenant, client, namespace, and key
- [Create or update tenant-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/create-or-update-tenant-scoped-client-storage-entry.md): Upsert an opaque key-value entry scoped to a tenant, client, namespace, and key
- [Delete tenant-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/delete-tenant-scoped-client-storage-entry.md): Delete an opaque key-value entry scoped to a tenant, client, namespace, and key
- [Get user-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/get-user-scoped-client-storage-entry.md): Retrieve an opaque key-value entry scoped to the authenticated user (no tenant association). User ID is derived from the auth token.
- [Create or update user-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/create-or-update-user-scoped-client-storage-entry.md): Upsert an opaque key-value entry scoped to the authenticated user. User ID is derived from the auth token.
- [Delete user-scoped client storage entry](https://docs.flintai.dev/api-reference/client-storage/delete-user-scoped-client-storage-entry.md): Delete an opaque key-value entry scoped to the authenticated user. User ID is derived from the auth token.
- [List external rules](https://docs.flintai.dev/api-reference/rules/list-external-rules.md): List externally-sourced rules with optional name filtering
- [List all rules for a workspace](https://docs.flintai.dev/api-reference/rules/list-all-rules-for-a-workspace.md): List all rules (static + external) for a tenant workspace with optional filtering and pagination
- [Get a single rule by ID](https://docs.flintai.dev/api-reference/rules/get-a-single-rule-by-id.md): Get a single rule by its rule_id from the unified rules table (static + external)
- [Get results from single rule](https://docs.flintai.dev/api-reference/rules/get-results-from-single-rule.md): Get results from single rule
- [List static rules](https://docs.flintai.dev/api-reference/rules/list-static-rules.md): List built-in static rules with optional name filtering
- [Get the past 12 months of scan issue counts for AISPM related inventory objects](https://docs.flintai.dev/api-reference/issues-aispm-histograms/get-the-past-12-months-of-scan-issue-counts-for-aispm-related-inventory-objects.md): Get time-series issues histogram data for AISPM related inventory objects
- [Get full details for a single instance](https://docs.flintai.dev/api-reference/fine-issues/get-full-details-for-a-single-instance.md): Retrieve full details for a single instance by its ID, including rule metadata when available
- [Get all issues](https://docs.flintai.dev/api-reference/issues/get-all-issues.md): Get all issues
- [List issues](https://docs.flintai.dev/api-reference/issues/list-issues.md): List issues grouped by rule_id and severity with filtering, sorting, and pagination
- [Get a single issue](https://docs.flintai.dev/api-reference/issues/get-a-single-issue.md): Retrieve a single issue by its ID
- [List objects for an issue](https://docs.flintai.dev/api-reference/issues/list-objects-for-an-issue.md): List objects (e.g. assets, models) affected by a specific issue with pagination
- [List details (instances) for an issue object](https://docs.flintai.dev/api-reference/issues/list-details-instances-for-an-issue-object.md): List instance-level details for a specific object within an issue, with pagination
- [Get a single issue object detail (instance)](https://docs.flintai.dev/api-reference/issues/get-a-single-issue-object-detail-instance.md): Retrieve a single instance record for a specific issue, object, and detail ID
- [Get single issue](https://docs.flintai.dev/api-reference/issues/get-single-issue.md): Get single issue
- [Get all instances associated with Issue](https://docs.flintai.dev/api-reference/issues/get-all-instances-associated-with-issue.md): Get all issues
- [Get all locations](https://docs.flintai.dev/api-reference/locations/get-all-locations.md): List all locations for a tenant workspace
- [Get all cryptographic objects associated with a Location](https://docs.flintai.dev/api-reference/locations/get-all-cryptographic-objects-associated-with-a-location.md): Get all 'edges' associated with a Location. An 'edge' is a type of cryptographic object that is related to a Location.
- [Get all scans associated with an asset](https://docs.flintai.dev/api-reference/scans-assets/get-all-scans-associated-with-an-asset.md): Get all scans (active or not) linked to the given asset
- [Get all current scans for a sensor type](https://docs.flintai.dev/api-reference/scans/get-all-current-scans-for-a-sensor-type.md): Get all scans marked current for a specific sensor type
- [Get all sensor types that have ever been used](https://docs.flintai.dev/api-reference/inventory/get-all-sensor-types-that-have-ever-been-used.md)
- [Schedule a View to be exported](https://docs.flintai.dev/api-reference/viewexports/schedule-a-view-to-be-exported.md)
- [Flint AI CLI](https://docs.flintai.dev/flintai/cli/index.md): Ship AI agents with confidence
- [Scan your agent](https://docs.flintai.dev/flintai/cli/scan/getting-started.md): Prove your agents are production ready in less than 10 minutes
- [Scan results](https://docs.flintai.dev/flintai/cli/scan/scan-results.md): Read findings and prove you're ready to ship
- [How scanning works](https://docs.flintai.dev/flintai/cli/scan/how-scanning-works.md): 3-layer pipeline with AI reasoning — real issues, not false positives
- [Examples](https://docs.flintai.dev/flintai/cli/scan/scan-examples.md): Practical usage examples for Flint AI Scan
- [Eval your agent](https://docs.flintai.dev/flintai/cli/eval/getting-started.md): Get proof your agent is production-ready
- [Eval results](https://docs.flintai.dev/flintai/cli/eval/eval-results.md): Read your reliability score and prove you're ready to ship
- [How evaluation works](https://docs.flintai.dev/flintai/cli/eval/how-evaluation-works.md): Evaluation types, detectors, and scoring explained
- [Configuration](https://docs.flintai.dev/flintai/cli/eval/eval-configuration.md): Configure models, evaluations, and test assignments
- [Examples](https://docs.flintai.dev/flintai/cli/eval/eval-examples.md): Practical usage examples for Flint AI Eval
- [Guides](https://docs.flintai.dev/flintai/cli/guides/index.md): End-to-end workflows and examples
- [Scan quickstart](https://docs.flintai.dev/flintai/cli/guides/scan-quickstart.md): Prove your agents are production ready in less than 10 minutes
- [CI/CD integration](https://docs.flintai.dev/flintai/cli/guides/ci-cd-integration.md): Integrate flintai-cli into your continuous integration pipeline
- [Commands](https://docs.flintai.dev/flintai/cli/reference/commands.md): Complete command reference for Flint AI CLI
- [Built-in evaluations](https://docs.flintai.dev/flintai/cli/reference/builtin-evaluations.md): Complete reference of built-in evaluations
- [Environment variables](https://docs.flintai.dev/flintai/cli/reference/env-vars.md): Configure Flint AI CLI behavior with environment variables
- [Data privacy](https://docs.flintai.dev/flintai/cli/reference/data-privacy.md): What data Flint AI sends to LLM providers
- [Troubleshooting](https://docs.flintai.dev/flintai/cli/troubleshooting/common-issues.md): Fast fixes for installation, scan, and eval
- [FAQ](https://docs.flintai.dev/flintai/cli/resources/faq.md): Common questions answered
- [Flint AI CLI changelog](https://docs.flintai.dev/flintai/cli/resources/changelog.md): What's new in Flint AI CLI
- [Flint AI Switch](https://docs.flintai.dev/flintai/switch/index.md): Bring humans and AI agents together in the tools where your team already works
- [Install Switch Console](https://docs.flintai.dev/flintai/switch/getting-started/install-switch-console.md): Install the desktop app that will help you set up and manage Switch
- [Add a server](https://docs.flintai.dev/flintai/switch/getting-started/add-a-server.md): Let Switch Console run a server for you, or point it at one that already exists
- [Set up agent providers](https://docs.flintai.dev/flintai/switch/getting-started/set-up-agent-providers.md): Make sure the agent providers you use are installed and can reach Switch
- [Onboard your agents](https://docs.flintai.dev/flintai/switch/getting-started/onboard-your-agents.md): Register an agent with your server so you can invite it into any room
- [Create a room](https://docs.flintai.dev/flintai/switch/getting-started/create-a-room.md): Make a room from scratch, or turn a channel your team already uses into one
- [Run a smoke test](https://docs.flintai.dev/flintai/switch/getting-started/smoke-test.md): Prove the installation works with one human, one agent, and one task
- [Stand up a Switch expert](https://docs.flintai.dev/flintai/switch/getting-started/switch-expert.md): Give your team an agent that answers questions about Switch and helps you design what to build
- [Choose how to run Switch](https://docs.flintai.dev/flintai/switch/deploy/index.md): Compare the ways to run a Switch server, and pick the one that fits your team
- [Onboard a remote host](https://docs.flintai.dev/flintai/switch/deploy/host-remotely.md): Run a Switch server or an agent on a machine other than your own
- [Host Switch for your team](https://docs.flintai.dev/flintai/switch/deploy/self-host.md): Deploy a Switch server yourself, then point Switch Console at it
- [Connect your agents with Switch Console](https://docs.flintai.dev/flintai/switch/deploy/connect-agents/switch-console.md): The recommended way to put an agent in a room, and what Switch Console keeps doing for it afterwards
- [Connect your agents standalone](https://docs.flintai.dev/flintai/switch/deploy/connect-agents/standalone.md): Install the Switch connector yourself and register an agent from the command line, and what you give up by doing it that way
- [Connect Switch to a messaging app](https://docs.flintai.dev/flintai/switch/deploy/messaging-apps/index.md): Learn how to connect a Switch-compatible messaging app
- [Connect Slack](https://docs.flintai.dev/flintai/switch/deploy/messaging-apps/slack.md): Put your Switch agents in a Slack workspace, so a channel becomes a room
- [Connect Microsoft Teams](https://docs.flintai.dev/flintai/switch/deploy/messaging-apps/microsoft-teams.md): Put your Switch agents in a Teams tenant — the one platform that needs Switch publicly reachable
- [Connect Mattermost](https://docs.flintai.dev/flintai/switch/deploy/messaging-apps/mattermost.md): Put your Switch agents in a Mattermost server, where each one gets a bot account of its own
- [Connect Discord](https://docs.flintai.dev/flintai/switch/deploy/messaging-apps/discord.md): Put your Switch agents in a Discord server, so a channel becomes a room
- [Connect Telegram](https://docs.flintai.dev/flintai/switch/deploy/messaging-apps/telegram.md): Put your Switch agents in Telegram groups and channels, using one bot and one setting
- [How a messaging app connection works](https://docs.flintai.dev/flintai/switch/deploy/messaging-apps/how-connections-work.md): What a Switch connection does on every platform, and the things that differ once you pick one
- [Meet Switch](https://docs.flintai.dev/flintai/switch/using/index.md): What a Switch room is, and how it differs from any other group chat
- [Talk with an agent](https://docs.flintai.dev/flintai/switch/using/mention-and-message.md): Address an agent so it acts, give it a short name in the room, practice the ways an address misses, and send a command
- [Read what comes back](https://docs.flintai.dev/flintai/switch/using/what-comes-back.md): An answer, an unavailable reply, silence, or a refusal — what each one means and what to do about it
- [Work with your team](https://docs.flintai.dev/flintai/switch/using/rooms-and-agents.md): See who is in a Switch room, add people and agents to it, and know what changes when the whole team can read the exchange
- [Share context](https://docs.flintai.dev/flintai/switch/using/shared-context.md): Shared context is everything a room holds — documents, resources, and agents — and it compounds as the team works
- [Hand off work](https://docs.flintai.dev/flintai/switch/using/hand-off-work.md): Address a function rather than a particular agent, and give work that outlives a message
- [How Switch works](https://docs.flintai.dev/flintai/switch/using/how-switch-works.md): The room, the agent, and the session — what each one is and which one answers you
- [The Switch framework](https://docs.flintai.dev/flintai/switch/building/index.md): The building blocks you assemble a team of people and agents from — rooms, agents, roles and the material a room carries
- [Build a payments room](https://docs.flintai.dev/flintai/switch/building/payments-room.md): Take one room from an empty channel to something a team can work in — instructions, material, jobs, and who's allowed to drive what
- [Grow into an organization](https://docs.flintai.dev/flintai/switch/building/grow-into-an-organization.md): What changes when one room isn't enough — more rooms, links between them, material you stop attaching by hand, and a shape the next team can reuse
- [How Switch is built](https://docs.flintai.dev/flintai/switch/internals/index.md): The components of Switch, what each one is responsible for, and how they connect
- [The Matrix substrate](https://docs.flintai.dev/flintai/switch/internals/matrix-substrate.md): How every participant becomes a Matrix client, how those clients sync and resume, and the events Switch layers on top
- [The collaboration bridge](https://docs.flintai.dev/flintai/switch/internals/collaboration-bridge.md): How Switch relays a messaging app into a Matrix room, and the contract you implement to add one it doesn't support
- [The agent protocol](https://docs.flintai.dev/flintai/switch/internals/agent-protocol.md): The wire protocol a Switch agent client implements — SSE down, HTTP up, every event frame and every operation
- [Connectors and the runtime](https://docs.flintai.dev/flintai/switch/internals/connectors-and-runtime.md): How a connector plugs an agent host into Switch, and what the local runtime process does
- [Standalone and Switch Console](https://docs.flintai.dev/flintai/switch/internals/standalone-and-console.md): The two ways an agent gets connected: register it yourself, or let Switch Console do it
- [Life of a message](https://docs.flintai.dev/flintai/switch/internals/life-of-a-message.md): One message traced from a Slack channel to an agent and back, with the component responsible for each hop
- [Identity and access](https://docs.flintai.dev/flintai/switch/internals/identity-and-access.md): Authorization over resources, addressing policy over agents, and the identity claims that connect them
- [Rooms and resources](https://docs.flintai.dev/flintai/switch/internals/rooms-and-resources.md): The developer's view of the resource model and the room lifecycle — what's scoped where, and the ordering that matters
- [Switch Console and the agent runtime](https://docs.flintai.dev/flintai/switch/internals/switch-console.md): The desktop app that starts agent sessions on demand, holds their local state, and reports what they can be told to do
- [Working safely with agents](https://docs.flintai.dev/flintai/switch/resources/working-safely-with-agents.md): What to check before an agent joins a room: what it can reach, what the room will show it, and who else is in there
- [What Switch does, what you set, and what you decide](https://docs.flintai.dev/flintai/switch/resources/shared-responsibility.md): The shared responsibility model for Switch — what the product enforces, what you configure, and what stays your judgement
- [Room commands](https://docs.flintai.dev/flintai/switch/resources/room-commands.md): Every command you can run in a Switch room, and when to reach for it
- [Troubleshooting](https://docs.flintai.dev/flintai/switch/resources/troubleshooting.md): Fast fixes for connecting, running an agent, and working in a room
- [Glossary](https://docs.flintai.dev/flintai/switch/resources/glossary.md): Switch terms and what they mean

## OpenAPI Specs

- [openapi](/flintai/api-reference/openapi.json)