> ## Documentation Index
> Fetch the complete documentation index at: https://doc.entelligence.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# agents.md

> Entry point for AI agents (Claude Code, Codex, Gemini CLI, Cursor) crawling Entelligence documentation. Index of products, tasks, CLI, and API entry points.

<Note>
  This page is optimized for AI agents. It is an index, not a substitute for the full docs. Follow the links to the authoritative page for each topic.
</Note>

## What Entelligence is

Entelligence.AI is an engineering intelligence platform that connects the tools where engineering work happens (Git providers, AI coding tools, observability, incidents, work systems, Slack). It helps teams review code with full-repository context, route AI-coding requests by quality and cost, measure agent ROI, and turn production signals into reliability fixes.

Live docs: [https://doc.entelligence.ai](https://doc.entelligence.ai)

## Core products

* [Code Review](/code-review/overview) — Full-repository-context PR and local review with actionable suggestions.
* [Model Router](/model-router/overview) — Route supported coding-agent requests by quality and cost; inspect savings and model distribution.
* [Agent Insights](/agent-insights/overview) — Measure coding-agent adoption, efficiency, spend, context health, and outcomes.
* [Ask Ellie](/ask-ellie/overview) — Ask engineering questions across code, PRs, incidents, delivery, and agent context.
* [Code Reliability](/code-reliability/overview) — Use incident patterns and observability audits to find recurring risk and propose fixes.
* [Automations](/automations/overview) — Scheduled Pulses and event-driven Reactors that deliver context and actions through Slack.
* [CLI](/cli/overview) — Local and CI entry point for review, agent analytics, incidents, security, and Model Router.

## Recommended reading order (new users)

1. [Welcome to Entelligence.AI](/) — Platform overview.
2. [Quickstart](/get-started/quickstart) — Connect one repo, run one review, verify.
3. [Choose a use case](/get-started/use-cases) — Shortest path per goal.
4. [Verify access](/get-started/verify-access) — Confirm scope and permissions.
5. [Admin checklist](/get-started/admin-checklist) — Rollout beyond one repo.
6. Product overview for the goal you picked (see [Core products](#core-products)).
7. [Integration catalog](/integrations) — Wire in Git, AI tools, observability, work systems, Slack.
8. [Reference & support](/reference/glossary) — Glossary, limits, availability, troubleshooting.

## Common tasks → documentation

| Task                                  | Page                                                                                                                                      |
| ------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------- |
| Connect a Git provider                | [Git providers](/integrations/git-providers), [Bitbucket Cloud](/bitbucket-cloud), [Self-managed GitLab](/gitlab-selfhosting)             |
| Set up PR code review                 | [Code Review setup](/code-review/setup)                                                                                                   |
| Configure review rules and context    | [Settings](/code-review/settings), [Context](/code-review/context)                                                                        |
| Run a review locally or in CI         | [CLI review](/code-review/cli-review)                                                                                                     |
| Investigate review findings           | [Findings](/code-review/findings)                                                                                                         |
| Set up Model Router                   | [Model Router setup](/model-router/setup)                                                                                                 |
| Review routing savings and privacy    | [Analytics](/model-router/analytics), [Privacy](/model-router/privacy)                                                                    |
| Track AI-agent ROI                    | [Agent Insights setup](/agent-insights/setup), [Metrics](/agent-insights/metrics), [Budgets & outcomes](/agent-insights/budgets-outcomes) |
| Ask questions across engineering data | [Ask Ellie setup](/ask-ellie/setup), [Actions](/ask-ellie/actions), [Slack](/ask-ellie/slack)                                             |
| Connect incidents and observability   | [Incident sources](/incident-knowledge), [Observability](/integrations/observability)                                                     |
| Find and land reliability fixes       | [Fixes](/code-reliability/fixes), [Incidents](/code-reliability/incidents)                                                                |
| Build Slack automations               | [Pulse](/automations/pulse), [Reactors](/automations/reactors), [Recipes](/automations/recipes)                                           |
| Manage members, repos, notifications  | [Members](/administration/members), [Repositories](/administration/repositories), [Notifications](/administration/notifications)          |
| Handle billing and mappings           | [Billing](/administration/billing), [Mappings](/administration/mappings)                                                                  |
| Deploy self-hosted / enterprise       | [Architecture](/enterprise/architecture), [AWS Marketplace](/AWS-Marketplace-Deployment)                                                  |
| Generate repo AGENTS.md files         | [Generate and maintain AGENTS.md](/documentation/agents-md)                                                                               |

## CLI quick reference

* Install: `curl -fsSL https://app.entelligence.ai/install.sh | sh`
* Authenticate, configure CI, rotate keys: [Install & authenticate](/cli/install)
* Common commands:
  * `entelligence review` — run a review on the current change.
  * `entelligence diff` — review a specific diff.
  * `entelligence status` — check auth and configuration.
  * `entelligence wrapped` — engineering summary.
  * `entelligence update` — update the CLI.
* Full command surface (55 commands): [CLI command reference](/cli/reference).
* Product-specific CLI flows: [Agent Insights](/cli/agent-insights), [Model Router](/cli/model-router), [Incidents & security](/cli/incidents-security).
* Always run `entelligence <command> --help` before a state-changing command.

## API and authentication entry points

* Create and manage API keys: [API keys & MCP](/administration/api-keys).
* Programmatic and agent access via MCP: [Entelligence MCP](/MCP).
* Ask Ellie permissions and scoped actions: [Permissions](/ask-ellie/permissions), [Actions](/ask-ellie/actions).
* Enterprise auth, privacy, and permission model: [Permissions](/enterprise/permissions), [Privacy](/enterprise/privacy).

## Best practices for agents interacting with Entelligence

* Prefer the CLI or MCP over scraping the dashboard. Use `entelligence --help` and [CLI reference](/cli/reference) to discover commands.
* Store API keys in a secret manager; rotate via [API keys & MCP](/administration/api-keys). Never embed keys in prompts or commits.
* Scope work to a single repository first; validate output before enabling org-wide automation ([Quickstart](/get-started/quickstart)).
* Respect Ask Ellie action permissions — actions run under the caller's scope ([Permissions](/ask-ellie/permissions)).
* Read [Model Router privacy](/model-router/privacy) and [Agent Insights privacy](/agent-insights/privacy) before sending prompts or telemetry.
* Check [Limits](/reference/limits) and [Availability](/reference/availability) before batching or long-running jobs.
* For unknown terms, consult the [Glossary](/reference/glossary); for failures, start at [Troubleshooting](/reference/troubleshooting).
* Do not duplicate documentation content — link to the authoritative page above.

## Authoritative references

* [Glossary](/reference/glossary)
* [Limits](/reference/limits)
* [Availability](/reference/availability)
* [Metrics](/reference/metrics)
* [Support](/reference/support)
* [Troubleshooting](/reference/troubleshooting)