# Promptless documentation

> Every page of the Promptless documentation, Promptless for Docs and Promptless for Agent Instructions, with its markdown twin.

The site index is at https://promptless.ai/llms.txt. Append `.md` to any page URL (or send `Accept: text/markdown`) to get its markdown twin.

## Start Here

- [Promptless overview](https://promptless.ai/docs/for-docs/start-here/welcome.md): Learn what Promptless does, how it works, and where to start.
- [How Promptless works](https://promptless.ai/docs/for-docs/start-here/how-promptless-works.md): How Promptless turns triggers, context sources, and doc collections into reviewed documentation updates.
- [Quickstart](https://promptless.ai/docs/for-docs/start-here/quickstart.md): Set up Promptless and connect your first integrations so it starts drafting documentation updates for your team.
- [Run a pilot](https://promptless.ai/docs/for-docs/start-here/run-a-pilot.md): Plan a 14-day Promptless pilot, set success criteria, and measure suggestion volume and quality against your own docs and workflows.
- [Promptless ❤️ Open Source](https://promptless.ai/docs/for-docs/start-here/open-source-quickstart.md): Set up Promptless on a free open-source project to keep developer docs, changelogs, and translations in sync with a fast-moving codebase.

## Connect

- [Triggers](https://promptless.ai/docs/for-docs/connect/triggers.md): Choose the events that start a Promptless documentation update, from GitHub and GitLab changes to chat messages, support tickets, and API calls.
- [GitHub PRs](https://promptless.ai/docs/for-docs/connect/triggers/github-prs.md): Trigger documentation suggestions from your GitHub pull requests, and choose whether they run when a PR opens, is approved, merges, or gets a new push.
- [GitHub commits](https://promptless.ai/docs/for-docs/connect/triggers/github-commits.md): Trigger documentation suggestions from direct commits to your default branches, for teams that merge without pull requests or ship hotfixes.
- [GitHub issues](https://promptless.ai/docs/for-docs/connect/triggers/github-issues.md): Mention @Promptless in a GitHub issue to turn a documentation request into a reviewed suggestion.
- [GitLab merge requests](https://promptless.ai/docs/for-docs/connect/triggers/gitlab-merge-requests.md): Trigger documentation suggestions from merge requests in your GitLab projects when they open or merge.
- [Slack messages](https://promptless.ai/docs/for-docs/connect/triggers/slack-messages.md): Trigger documentation updates from Slack conversations, by message action or by mentioning @Promptless, so support and internal threads become documentation suggestions.
- [Jira](https://promptless.ai/docs/for-docs/connect/triggers/jira.md): Start a Promptless session from a Jira ticket and have Promptless reply on the ticket with the documentation PR linked.
- [LaunchDarkly](https://promptless.ai/docs/for-docs/connect/triggers/launchdarkly.md): Start Promptless documentation work when a LaunchDarkly feature flag changes in a project, environment, or flag you choose.
- [API triggers](https://promptless.ai/docs/for-docs/connect/triggers/api.md): Request documentation updates from your CI/CD pipeline or any system that can make an HTTP request, using a Promptless API trigger.
- [Trigger Promptless from Jira Automation](https://promptless.ai/docs/for-docs/connect/triggers/jira-automation.md): Build a Jira Automation flow that calls the Promptless API trigger, so a Jira event you choose, such as assigning a ticket to a docs owner, starts a documentation update.
- [Context sources](https://promptless.ai/docs/for-docs/connect/context-sources.md): Connect read-only context sources so Promptless draws on the tools where your team already keeps product knowledge when it drafts documentation suggestions.
- [Schedule triggers](https://promptless.ai/docs/for-docs/connect/triggers/schedule.md): Run any standing instructions you write on a repeating cron schedule, with no triggering event required. Use it for recurring audits, content checks, and drift sweeps across your doc collections, repos, and context sources.
- [Jira](https://promptless.ai/docs/for-docs/connect/context-sources/jira.md): Connect Jira as a read-only context source so Promptless reads the issues behind a change for requirements and business context.
- [MCP triggers](https://promptless.ai/docs/for-docs/connect/triggers/mcp.md): Connect Claude Code, Cursor, Claude, or another MCP client to Promptless to start, track, and revise documentation tasks, or to edit your docs directly. Authorize with OAuth. No API key needed.
- [Linear](https://promptless.ai/docs/for-docs/connect/context-sources/linear.md): Connect Linear as a read-only context source so Promptless reads the issues behind your code changes for the intent a diff alone does not show.
- [Confluence](https://promptless.ai/docs/for-docs/connect/context-sources/confluence.md): Connect Confluence as a read-only context source so Promptless reuses your team's existing conventions, terminology, and architectural decisions in documentation suggestions.
- [Notion](https://promptless.ai/docs/for-docs/connect/context-sources/notion.md): Connect Notion as a read-only context source so Promptless searches your pages and databases for product specs and team knowledge.
- [Google Drive](https://promptless.ai/docs/for-docs/connect/context-sources/google-drive.md): Connect Google Drive as a read-only context source so Promptless reads Docs, Sheets, and Slides for the specs and rationale behind a change.
- [Slite](https://promptless.ai/docs/for-docs/connect/context-sources/slite.md): Connect Slite as a read-only context source so Promptless reuses the feature names, limits, and rationale your team settled in its notes and PRDs.
- [How Promptless learns your docs](https://promptless.ai/docs/for-docs/connect/doc-locations/how-promptless-learns-your-docs.md): See how Promptless indexes your existing docs, builds a product ontology, and learns your writing style with Voice Match before drafting the first suggestion.
- [GitHub repos](https://promptless.ai/docs/for-docs/connect/doc-locations/github-repos.md): Store your documentation in a GitHub repository and have Promptless open pull requests there, using the docs-as-code platform you already publish with.
- [Connection health & troubleshooting](https://promptless.ai/docs/for-docs/connect/connection-health.md): Check the health of your Promptless integrations, recognize when a connection has gone stale, and reconnect or refresh it so triggers, context, and publishing keep working.
- [GitLab projects](https://promptless.ai/docs/for-docs/connect/doc-locations/gitlab-projects.md): Set up a GitLab project, on gitlab.com or self-hosted, as a doc collection so Promptless opens merge requests there with documentation updates.
- [Source control and access scope](https://promptless.ai/docs/for-docs/connect/source-control.md): Understand how Promptless connects to GitHub, GitHub Enterprise, and GitLab, what access each connection grants, and how to keep that access least-privilege.

## Tune

- [Filter noise and tune relevance](https://promptless.ai/docs/for-docs/tune/noise-and-relevance-filtering.md): Reduce low-value documentation suggestions by scoping what triggers Promptless and teaching it which changes to skip
- [Time suggestions to your release cycle](https://promptless.ai/docs/for-docs/tune/release-timing.md): Match when Promptless drafts and publishes documentation to how your product ships, from pull request to feature-flag rollout
- [Customize notifications](https://promptless.ai/docs/for-docs/tune/notifications.md): Configure how Promptless notifies your team about documentation suggestions
- [Teach conventions with feedback](https://promptless.ai/docs/for-docs/tune/teaching-conventions.md): Make Promptless apply your team's documentation conventions to every future suggestion by stating them as standing rules in feedback or writing them in the Agent Knowledge Base.

## Work The Queue

- [Give feedback on a suggestion](https://promptless.ai/docs/for-docs/work-the-queue/giving-feedback.md): Choose how to give feedback on a Promptless suggestion, from requesting changes and commenting in the dashboard to closing it with a reason or commenting on its docs PR.
- [Review and edit Promptless PRs](https://promptless.ai/docs/for-docs/work-the-queue/reviewing-prs.md): Learn how to review a Promptless suggestion in the dashboard and provide follow-up instructions through comments and reviews on the GitHub pull request or GitLab merge request Promptless opened for your documentation
- [Review from Slack and Teams](https://promptless.ai/docs/for-docs/work-the-queue/reviewing-from-slack-and-teams.md): Request documentation updates from Slack and Microsoft Teams conversations, refine the suggestion in the thread, and act on it from the suggestion card
- [Use Promptless from Claude.ai or ChatGPT](https://promptless.ai/docs/for-docs/work-the-queue/claude-and-chatgpt.md): Connect Claude.ai or ChatGPT to Promptless to start documentation tasks, check their status, and review and revise suggestions from a conversation. Covers the server URL, OAuth sign-in, tools, and test prompts.
- [Route and assign suggestions to the right people](https://promptless.ai/docs/for-docs/work-the-queue/assignment-and-routing.md): Learn how Promptless routes notifications, assigns documentation PRs, and credits requesters, and how to triage the review queue, so the right person picks up each suggestion

## Get The Most Out

- [Keep screenshots current with Promptless Capture](https://promptless.ai/docs/for-docs/get-the-most-out/screenshots.md): Use Promptless Capture to keep product screenshots in sync with your UI, regenerating them from your current interface when code changes
- [Pay down docs debt with Deep Analysis](https://promptless.ai/docs/for-docs/get-the-most-out/pay-down-docs-debt.md): Submit large, complex documentation requests that require extended research and may create multiple suggestions across your docs
- [Get the most out of passive channel listening](https://promptless.ai/docs/for-docs/get-the-most-out/passive-channel-listening.md): Point Promptless at your highest-signal Slack and Teams channels so it drafts documentation updates from real conversations, no @mention required.
- [Keep changelogs and release notes current](https://promptless.ai/docs/for-docs/get-the-most-out/release-notes.md): Point Promptless at your changelog, activate updates when it changes, publish them automatically, and teach it how you like changelog entries written.
- [Keep localized docs current](https://promptless.ai/docs/for-docs/get-the-most-out/localization.md): Pair a trigger on your source-language directory with written instructions so Promptless drafts translated updates when your source docs change
- [Build an agent knowledge base](https://promptless.ai/docs/for-docs/get-the-most-out/agent-knowledge-base.md): View and edit the files that help Promptless understand your documentation style, product context, and workflow preferences
- [Teach Promptless a custom task](https://promptless.ai/docs/for-docs/get-the-most-out/teach-promptless-a-custom-task.md): Give Promptless a new or customized workflow by pairing a trigger with written instructions. Covers the general process, plus complete examples
- [Ask Promptless to update your configuration](https://promptless.ai/docs/for-docs/get-the-most-out/ask-promptless-to-update-config.md): Ask Promptless in Slack or Microsoft Teams to change your triggers, doc collections, and other promptless.yaml settings directly
- [Example: review inbound documentation PRs](https://promptless.ai/docs/for-docs/get-the-most-out/teach-promptless-a-custom-task/review-inbound-doc-prs.md): Teach Promptless to review contributor documentation PRs, covering prerequisites, trigger, workflow instructions, and PROMPTLESS.md updates
- [Example: Turn docs analytics into doc-gap suggestions](https://promptless.ai/docs/for-docs/get-the-most-out/teach-promptless-a-custom-task/analytics-docs-gaps.md): Teach Promptless a weekly schedule trigger that turns documentation-site analytics into prioritized doc-gap suggestions.
- [Build Zapier automations that keep your docs current](https://promptless.ai/docs/for-docs/get-the-most-out/zapier-recipes.md): Forward signals from call recorders, competitor pages, and your CRM into Promptless's Submit Documentation Task action with Zapier, so your docs and marketing pages stay current.

## Scale

- [Route changes across multiple repos](https://promptless.ai/docs/for-docs/scale/multi-repo-routing.md): Structure doc collections and triggers so changes across many code repositories and organizations reach the right documentation, without cross-wiring your teams.
- [Route changes to the right doc version](https://promptless.ai/docs/for-docs/scale/versioned-docs.md): Route each change to the correct documentation version, whether your versions live on separate branches or in separate directories within one branch.
- [Manage environment variables](https://promptless.ai/docs/for-docs/scale/environment-variables.md): Store credentials, API keys, and configuration values that Promptless uses when interacting with your systems, and mark sensitive values as secrets

## Audit

- [Audit and keep your docs healthy](https://promptless.ai/docs/for-docs/audit/keep-docs-healthy.md): Find stale and inconsistent pages, restandardize legacy content, and restructure your information architecture using the Promptless capabilities you already have
- [Doc Detective integration](https://promptless.ai/docs/for-docs/audit/doc-detective.md): Test documentation workflows against your actual product with Promptless and Doc Detective
- [Vale integration](https://promptless.ai/docs/for-docs/audit/standards-enforcement.md): Enforce prose style standards in documentation suggestions with Vale

## Migrate

- [Understand docs-as-code](https://promptless.ai/docs/for-docs/migrate/why-docs-as-code.md): Understand what docs-as-code means, how Promptless works with docs in a Git repository, and when to move your docs to a Git-backed stack
- [Choose a platform](https://promptless.ai/docs/for-docs/migrate/choose-a-platform.md): Pick a Git-backed documentation platform Promptless supports, weighing the tradeoffs between hosted docs tools and open-source static site generators
- [Migrate to a new docs platform](https://promptless.ai/docs/for-docs/migrate/migrate-to-a-new-platform.md): Move documentation off Doc360, ReadMe, Fern, HubSpot, or RoboHelp onto a Git-backed docs-as-code stack, preserving content and structure
- [Preserve URLs and redirects](https://promptless.ai/docs/for-docs/migrate/preserve-urls-and-redirects.md): Keep inbound links, search rankings, and bookmarks working after a docs migration by mapping old paths to new ones and adding redirects

## Security

- [Access and permissions](https://promptless.ai/docs/for-docs/security/access-and-permissions.md): How Promptless keeps access least-privilege: what it reads versus writes, how to scope each connection, the read-only options available, and how to revoke access.
- [Single sign-on (SSO) setup](https://promptless.ai/docs/for-docs/security/single-sign-on.md): Set up single sign-on so enterprise users authenticate through your existing identity provider.
- [Compliance and certifications](https://promptless.ai/docs/for-docs/security/compliance-and-certifications.md): Review Promptless's SOC 2 Type II certification, security practices, and incident response for your security review.
- [Data handling and classification](https://promptless.ai/docs/for-docs/security/data-handling-and-classification.md): See what data Promptless stores, what it only processes, and how data minimization keeps sensitive end-user data out of scope.
- [How Promptless uses AI](https://promptless.ai/docs/for-docs/security/how-promptless-uses-ai.md): How Promptless uses AI to generate documentation, including its default and enterprise model options, no training on customer data, real-time processing without retention, and self-hosting.
- [How Promptless protects secrets and sensitive data](https://promptless.ai/docs/for-docs/security/secrets-and-sensitive-data.md): Confirm how Promptless protects secrets and sensitive data: real-time processing without retention, plus automatic credential-pattern redaction in the records it logs, stores, and transmits.
- [Network architecture](https://promptless.ai/docs/for-docs/security/network-architecture.md): Review the cloud network architecture, security controls, and redundancy behind Promptless.
- [Promptless subprocessors](https://promptless.ai/docs/for-docs/security/subprocessors.md): The third-party subprocessors behind Promptless's documentation automation, including its model-agnostic AI providers.
- [Privacy policy](https://promptless.ai/docs/for-docs/security/privacy-policy.md): How Promptless handles your data, why it does not store your source code or conversations, and why it does not train models on your content.

## Measure

- [Measure the impact of Promptless](https://promptless.ai/docs/for-docs/measure/reporting-and-roi.md): Track the value of keeping docs current with Promptless using the signals the product records, and turn them into a case you can take to leadership

## Reference

- [Integrations](https://promptless.ai/docs/for-docs/reference/integrations.md): Connect Promptless to GitHub, GitLab, Slack, Atlassian, and other tools for triggers, context sources, and documentation publishing.
- [GitHub integration](https://promptless.ai/docs/for-docs/reference/integrations/github.md): Connect the Promptless GitHub App for triggers, context, and publishing across your repositories.
- [GitHub (read-only) integration](https://promptless.ai/docs/for-docs/reference/integrations/github-read-only.md): Install the read-only Promptless GitHub App when you cannot grant write access; Promptless reads any repository and publishes to public ones through a fork.
- [GitHub Enterprise integration](https://promptless.ai/docs/for-docs/reference/integrations/github-enterprise.md): Create a custom GitHub App for GitHub Enterprise Server or Cloud when your organization restricts third-party apps.
- [GitLab integration](https://promptless.ai/docs/for-docs/reference/integrations/gitlab.md): Connect GitLab with a group access token so Promptless handles triggers, context, and publishing across gitlab.com and self-hosted projects.
- [Atlassian integration](https://promptless.ai/docs/for-docs/reference/integrations/atlassian.md): Connect Jira and Confluence through a single Atlassian OAuth connection for documentation context and triggers.
- [Linear integration](https://promptless.ai/docs/for-docs/reference/integrations/linear.md): Connect Linear through OAuth so Promptless reads your project management data for documentation context.
- [Slack integration](https://promptless.ai/docs/for-docs/reference/integrations/slack.md): Connect the Promptless Slack app for documentation triggers and context from your team's conversations.
- [LaunchDarkly integration (beta)](https://promptless.ai/docs/for-docs/reference/integrations/launchdarkly.md): Connect LaunchDarkly with a service token so a configured LaunchDarkly flag trigger can start documentation work when a feature flag changes.
- [Microsoft Teams integration (beta)](https://promptless.ai/docs/for-docs/reference/integrations/microsoft-teams.md): Connect the Promptless Microsoft Teams app to trigger documentation updates from your team's conversations.
- [Configuration reference](https://promptless.ai/docs/for-docs/reference/configuration-reference.md): Complete reference for the promptless.yaml configuration file
- [Vercel integration](https://promptless.ai/docs/for-docs/reference/integrations/vercel.md): Connect Vercel through OAuth so Promptless reads whether your Starport documentation site built and published.
- [Frequently asked questions](https://promptless.ai/docs/for-docs/reference/faq.md): Answers to common questions about setting up and using Promptless, from supported platforms to how suggestions get created.
- [Account management](https://promptless.ai/docs/for-docs/reference/account-management.md): Manage your Promptless organization, team members, and access controls from the dashboard.
- [Get support](https://promptless.ai/docs/for-docs/reference/getting-help.md): Reach the Promptless team for troubleshooting, setup help, and steering the agent, and see what they can help with.

## Starport

- [Starport overview](https://promptless.ai/docs/for-docs/starport.md): Starport is a managed docs-as-code framework, built on open-source Astro Starlight, that Promptless sets up and keeps current, on hosting you own.
- [How Starport works](https://promptless.ai/docs/for-docs/starport/how-it-works.md): Understand the managed model: Promptless stands up the site, sets up your build and deploy pipeline, and keeps content current, while your content and hosting stay yours in a Git repository and a hosting account you own.
- [What's included in Starport](https://promptless.ai/docs/for-docs/starport/whats-included.md): The capabilities a Starport site ships, with what each one gives you.
- [Agent-ready docs on Starport](https://promptless.ai/docs/for-docs/starport/agent-ready.md): How Starport makes docs readable by AI agents through llms.txt files, a read-only docs MCP server, page actions, afdocs scoring, and an optional site assistant.
- [Starport analytics](https://promptless.ai/docs/for-docs/starport/analytics.md): Measure reader search and assistant activity on a Starport site by forwarding its starport:analytics browser event to your analytics provider, and read the PostHog analytics Promptless sets up.
- [Migrate to Starport](https://promptless.ai/docs/for-docs/starport/migration.md): The fully managed migration to Starport, covering what Promptless does, what you keep, and how you configure and maintain the site afterward.
- [Configure your Starport site](https://promptless.ai/docs/for-docs/starport/configuring-starport.md): Change a Starport site's metadata, branding, search, site assistant, redirects, and deploy settings yourself after onboarding, in astro.config.mjs and environment variables.
- [Monitor a Starport site through read-only connections](https://promptless.ai/docs/for-docs/starport/connections.md): The read-only connections that let Promptless read a Starport site's deployment status from Vercel or Cloudflare Pages, and its reader analytics from PostHog.
- [Keep your Starport docs current](https://promptless.ai/docs/for-docs/starport/keep-docs-current.md): How Promptless keeps a Starport site current after migration, tying Starport back to the core Promptless product.

## Agent Instructions

- [Understand findings](https://promptless.ai/docs/governance/findings-and-remediation/understand-findings.md): Read instruction-governance findings, distinguish severity from confidence, and decide who owns the next action.
- [Set up your Instruction Hub](https://promptless.ai/docs/governance/get-started/set-up-your-instruction-hub.md): Create a shared instruction repository, organize skills into plugins, and validate a first release for your team.
- [The pig CLI reference](https://promptless.ai/docs/governance/reference/pig-cli-reference.md): Public pig commands for creating, importing, validating, compiling, versioning, and inspecting an Instruction Hub, and for packaging cloud trace capture.
- [How it works](https://promptless.ai/docs/governance/start-here/how-it-works.md): Understand PIG's components and dependencies, from publishing instructions to collecting traces and reviewing improvements.
- [Promptless for Agent Instructions](https://promptless.ai/docs/governance.md): Publish shared agent instructions, understand how they perform in real sessions, and review evidence-backed improvements with Promptless Instruction Governance.
- [Remediate findings](https://promptless.ai/docs/governance/findings-and-remediation/remediate-findings.md): Turn supported findings into focused instruction changes, review remediation pull requests, and verify the next published release.
- [Migrate existing instructions](https://promptless.ai/docs/governance/get-started/migrate-existing-instructions.md): Consolidate scattered skills and agent instructions into a shared hub without losing repository-specific guidance.
- [Trace object and sources](https://promptless.ai/docs/governance/reference/trace-object-and-sources.md): Native trace discovery, reliable uploads, and the session records your analyzer stores for investigation and analysis.
- [Key concepts](https://promptless.ai/docs/governance/start-here/key-concepts.md): Definitions and examples for Instruction Hubs, assets, plugins, marketplaces, releases, hosts, traces, findings, and the trace analyzer.
- [Publish and install plugins](https://promptless.ai/docs/governance/get-started/publish-and-install-plugins.md): Publish an Acme Instruction Hub with GitHub or GitLab CI, install its plugins, and verify that your agents can use the instructions.
- [Supported agents](https://promptless.ai/docs/governance/reference/supported-agents.md): Compare plugin distribution, asset portability, native trace collection, and repository support in PIG.
- [Trust and data model](https://promptless.ai/docs/governance/start-here/trust-and-data-model.md): Understand where PIG stores traces, what Promptless and your model provider receive, and which credentials connect each component.
- [Enroll your hosts](https://promptless.ai/docs/governance/get-started/enroll-your-hosts.md): Enable optional trace collection, authorize a Claude, Codex, or Cursor host, and verify that its sessions reach your trace analyzer.
- [Frequently asked questions](https://promptless.ai/docs/governance/reference/faq.md): Answers about Instruction Hub setup, migration, supported agents, trace data, deployments, updates, and reviewing improvements.
- [Capture traces from cloud agents](https://promptless.ai/docs/governance/get-started/capture-cloud-agent-traces.md): Create a cloud integration grant so Claude Code or Codex executions in cloud sandboxes, such as Claude Tag, enroll themselves and upload traces to your analyzer.
- [Manually manage the analyzer](https://promptless.ai/docs/governance/deploy-the-worker/manual-helm.md): Deploy the current PIG trace analyzer into Kubernetes with Helm, then verify host enrollment, durable trace storage, and completed analysis.
- [Manage updates and recovery](https://promptless.ai/docs/governance/deploy-the-worker/manage-updates-and-recovery.md): Control automatic stable releases, resolve blocked updates, and recover application and storage state safely.
- [Manual Helm reference](https://promptless.ai/docs/governance/deploy-the-worker/manual-helm-reference.md): Configure the current trace analyzer's deployment, storage, model, and secrets, and map Helm values to worker settings.
- [Observability and troubleshooting](https://promptless.ai/docs/governance/deploy-the-worker/observability.md): Observe host uploads, durable trace storage, analysis, and hosted synchronization, and diagnose failures without losing trace data.
- [Set up PIG with a coding agent](https://promptless.ai/docs/governance/agent-setup-guide.md): Hand PIG setup to Claude Code, Codex, or another coding agent. The agent inspects your environment, sets up an Instruction Hub and plugins, and can deploy trace analysis and enroll hosts.
- [Compute and sizing](https://promptless.ai/docs/governance/deploy-the-worker/compute-and-sizing.md): Size the trace analyzer from representative sessions, database load, object growth, and model throughput.
- [Deployment configuration](https://promptless.ai/docs/governance/deploy-the-worker/configuration-reference.md): Reference the PIGDeployment fields and bootstrap ingress values for automatic updates, storage, models, and Secret references.
- [Deploy on AWS](https://promptless.ai/docs/governance/deploy-the-worker/deploy-on-aws.md): Prepare native storage, PostgreSQL, and workload identity with Terraform for an existing EKS cluster, then install PIG with Helm.
- [Deploy on Azure](https://promptless.ai/docs/governance/deploy-the-worker/deploy-on-azure.md): Prepare native storage, PostgreSQL, and workload identity with Terraform for an existing AKS cluster, then install PIG with Helm.
- [Deploy on Google Cloud](https://promptless.ai/docs/governance/deploy-the-worker/deploy-on-gcp.md): Prepare native storage, PostgreSQL, and workload identity with Terraform for an existing GKE cluster, then install PIG with Helm.
- [Install with Helm](https://promptless.ai/docs/governance/deploy-the-worker/deploy-the-analyzer-worker.md): Verify a published PIG release, bootstrap the supervisor and collector Ingress with Helm, create the PIGDeployment, and enable analysis on Kubernetes.
- [GitOps ownership](https://promptless.ai/docs/governance/deploy-the-worker/gitops-ownership.md): Keep Terraform, GitOps, and PIG from reconciling the same resources after the one-time bootstrap.
- [Model providers](https://promptless.ai/docs/governance/deploy-the-worker/model-providers.md): Choose the analyzer model endpoint and authentication independently from your Kubernetes and storage provider.
- [Networking and identity](https://promptless.ai/docs/governance/deploy-the-worker/networking-and-identity.md): Configure trace upload ingress, private data access, outbound dependencies, and separate application identities.
- [Object storage](https://promptless.ai/docs/governance/deploy-the-worker/object-storage.md): Configure native S3, Azure Blob Storage, or Google Cloud Storage for private trace objects and recoverable retention.
- [Deploy trace analysis](https://promptless.ai/docs/governance/deploy-the-worker/plan-your-deployment.md): Check the requirements for PIG trace analysis, choose an installation path, and register an analyzer to get the credential you install it with.
- [PostgreSQL](https://promptless.ai/docs/governance/deploy-the-worker/postgresql.md): Prepare private PostgreSQL connectivity, schema permissions, TLS, and recovery for trace analysis.
- [Verify your deployment](https://promptless.ai/docs/governance/deploy-the-worker/verify-your-deployment.md): Confirm host enrollment, durable trace objects, successful analysis, and visible dashboard status for one real session.