> Falconer site index for agents: https://falconer.com/llms.txt. HTML version of this page: https://falconer.com/about/knowledge-health/ # Knowledge Health > Falconer grades your docs on coherence, coverage, freshness, density, and completeness, surfacing outdated content, gaps, and contradictions before agents act. Knowledge Health # Healthy context for your agents Give agents perfect context. Identify outdated content, knowledge gaps, and contradictions before an agent acts on them. [Try it](https://falconer.com/auth/signin?callbackUrl=%2Fonboarding%3Fgoal%3Dfix-docs)[Get a demo](https://falconer.com/demo) ![Knowledge health dashboard](https://falconer.com/_astro/kh-hero.DVpAVNMs_19I2zO.webp)![Knowledge health dashboard](https://falconer.com/_astro/kh-hero-mobile.CKFmERTD_Z1MymOk.webp) Long-term memory ## Stale docs eat up your tokens and your time ### Full context health check Executive summary Your organization scored 82 out of 100. - CoherenceAre documents consistent with each other?92 - CoverageAre frequently-discussed topics documented?100 - FreshnessAre documents up to date?50 - DensityIs there unnecessary redundancy?84 - CompletenessIs the codebase fully documented?22 Falconer grades every doc on coherence, coverage, freshness, density, and completeness. The composite tells you where the knowledge base stands. The breakdown tells you what’s dragging it down. ### Context verified by your code Resolve selectedDelete selected - Falconer deployment strategies ↔ Falconer CI/CD pipelineOutlines Falconer's deployment strategies and CI/CD Pipeline for streamlined updates.Moderate - Falconer Data Security Measures ↔ Falconer Compliance StandardsSummary of data security practices and compliance measures to safeguard user information.Moderate - Falconer Performance Optimization Techniques ↔ Falconer Scalability SolutionsTechniques for enhancing Falconer's performance and scalability.Low - Knowledge graph architecture ↔ Knowledge graph overviewExplanations of how Falconer's knowledge graph works.Low Falconer compares every doc to your code, tickets, and knowledge base, then orders what it finds by blast radius. You fix the doc that breaks a build before the one with a typo. Integrations ## Instant insights into your context health Connect Falconer to your existing sources for immediate context health monitoring. No migration or write access required. ![Linear](https://falconer.com/logos/linear.svg) ![GitHub](https://falconer.com/logos/github.svg) ![Slack](https://falconer.com/logos/slack.svg) ![Google Drive](https://falconer.com/logos/google.svg) ![Notion](https://falconer.com/logos/notion.svg) ![Confluence](https://falconer.com/logos/confluence.svg) ## Fresh context you can trust Agents struggle with outdated context, while burning tokens and wasting your time. Falconer catches contradictions, gaps, and stale docs before an agent does. ![Fresh context you can trust](https://falconer.com/_astro/kh-fresh-context.DTyeMNO4_PFNwS.webp) ## Fewer tokens, better context Falconer keeps your context current, so it fetches what it needs in one pass: up to 80% fewer tool calls, lower token spend, and fewer hallucinations. ![Fewer tokens, better context](https://falconer.com/_astro/kh-fewer-tokens.DF42rwoL_1id6x6.webp) ## High-quality answers Fewer retries, shorter prompts, and higher first-pass accuracy on every call. Falconer feeds the agent only the current, relevant context, so it delivers the right answer with fewer retries. ![High-quality answers](https://falconer.com/_astro/kh-high-quality.iqsLC2Fn_Z2nWgg8.webp) Get started ## Let Falconer keep your context fresh Find the gaps and keep your engineering knowledge trustworthy as the codebase grows. Get your score Free. No credit card. We'll send the report to your inbox. Trusted by teams at![Vori](https://falconer.com/images/customers/vori-logo.svg)![Thatch](https://falconer.com/images/customers/thatch-logo.svg)![Payabli](https://falconer.com/images/customers/payabli-logo.svg) 43of 100 Overall scoreCritical Drifting fast. Contradictions and stale docs are climbing week over week, and your agents are already acting on them. - Coherence51 - Coverage39 - Freshness28 - Density62 Contradictions 176 wk Coverage gaps 249 wk Stale docs 4112 wk 98of 100 Overall scoreExcellent Your agents are working with fresh context, with some remaining small fixes to make them even smarter. - Coherence96 - Coverage97 - Freshness99 - Density94 Contradictions 06 wk Coverage gaps 19 wk Stale docs 212 wk FAQ ## Frequently asked questions ##### What is Knowledge Health? Knowledge Health is a Falconer feature that continuously scores your knowledge base and tells you exactly what to fix. It reads your content directly, so instead of guessing what’s stale, missing, or contradictory, you get a ranked list of real problems — and you can hand any of them off to Falconer to fix for you. ##### How do I know if my documentation is out of date? Knowledge Health flags stale docs automatically. The Freshness dimension surfaces docs that have gone stale or drifted from reality, and a dedicated stat card lists the worst offenders so you can fix those first. ##### How is a Knowledge Health score calculated? Your workspace gets a single health score from 0 to 100, rolled up from four dimensions: **Coherence** — whether any docs contradict each other **Coverage** — whether important topics have no doc at all **Freshness** — which docs have gone stale or drifted from reality **Density** — whether docs are duplicated or redundant ##### How do I find specific problems (gaps, duplicates, contradictions)? Each dimension surfaces its own findings on the dashboard: **Coverage gaps** — important topics with no doc at all. **Redundancies** — duplicate or redundant docs. **Contradictions** — docs that conflict with each other. Open any finding to see the affected docs and why it was flagged. ##### How is Knowledge Health different from tracking 'last updated' dates? Most tools count surface metrics like views or days since update. Knowledge Health reads the actual content and understands the relationships between docs, so it catches contradictions and gaps that a timestamp never would. ##### How do I keep my knowledge base healthy over time? Treat your findings list like a to-do list. Every so often, open it, fix the issues that matter, and dismiss the ones that don’t. You don’t have to stay on top of it manually — connected tools and self-updating docs keep most things current in the background. If you want fresh results right away, click **Run analysis now** to re-check your knowledge base on the spot. ##### How do I turn on Knowledge Health? Knowledge Health is an Enterprise feature. Reach out to [support@falconer.com](mailto:support@falconer.com) to enable it for your org. ##### Can I use my coding agent with Falconer? Yes, Falconer was built to work headless with your favorite agent. Use Claude, Codex, Cursor, or your custom agent to handle your docs work or pull context with Falconer. See the [Integrations page](https://falconer.com/about/integrations).