Sentry scores 59/100 (Grade F), passing 12 of 22 checks (55%). There are 4 issues limiting AI agent readiness. Addressing llms.txt support and markdown availability would provide the most improvement.
# Agent Score Fix Report — Sentry URL: https://docs.sentry.io Score: 59/100 (Grade F) I need help improving the AI-readiness of the documentation at https://docs.sentry.io. Agent Score found 4 failing checks and 0 warnings. ## Failing Checks (4) - [content-discoverability] Llms Txt Exists: No llms.txt found at any candidate location (https://docs.sentry.io/llms.txt, https://docs.sentry.io/docs/llms.txt) - [content-discoverability] Llms Txt Directive: No llms.txt directive found in any of 10 sampled pages - [page-size] Page Size Html: 10 of 10 sampled pages convert to over 100K chars (max 325K, 14% boilerplate) - [observability] Markdown Content Parity: 3 of 10 pages have substantive content differences between markdown and HTML (avg 15% missing) ## Fix Instructions For each issue above, please: 1. Analyze the documentation site at https://docs.sentry.io 2. Implement the specific fix 3. Verify the fix would cause the check to pass ### Common fixes: - **No llms.txt**: Create /llms.txt following https://llmstxt.org — list all doc pages in markdown format - **No .md URL support**: Configure your docs platform to serve pages at equivalent .md URLs (e.g. /docs/quickstart.md) - **No content negotiation**: Return markdown when request includes Accept: text/markdown header - **Large page size**: Reduce nav boilerplate, inline scripts, and repetitive markup - **No sitemap**: Generate /sitemap.xml listing all documentation URLs - **Auth walls**: Ensure docs pages return 200 without requiring login cookies or tokens - **No Last-Modified header**: Configure your server/CDN to include Last-Modified response headers - **Tab content hidden**: Ensure tabbed content is rendered in the HTML (not JS-only) so agents can read all variants ## Run afdocs Locally for More Detail To get deeper visibility into what's failing, run afdocs against your docs: npx afdocs check https://docs.sentry.io --fixes --verbose - **--fixes**: Adds "Fix:" lines to the output for each warn/fail check with actionable remediation steps - **-v, --verbose**: Shows per-page details (specific URLs, character counts, error codes) for checks with issues — useful for per-URL visibility into what's failing
CHECK RESULTS
How your docs scored
llms-txt-existsNo llms.txt found at any candidate location (https://docs.sentry.io/llms.txt, https://docs.sentry.io/docs/llms.txt)Learn more
llms-txt-directiveNo llms.txt directive found in any of 10 sampled pages
markdown-content-parity3 of 10 pages have substantive content differences between markdown and HTML (avg 15% missing)Learn more
auth-alternative-accessAll docs pages are publicly accessible; no alternative access paths neededLearn more
page-size-html10 of 10 sampled pages convert to over 100K chars (max 325K, 14% boilerplate)Learn more