Healthy context for your agents
Give agents perfect context. Identify outdated content, knowledge gaps, and contradictions before an agent acts on them.
Get your score
Stale docs eat up your tokens and your time
Your organization scored 82 out of 100.
- Coherence Are documents consistent with each other? 92
- Coverage Are frequently-discussed topics documented? 100
- Freshness Are documents up to date? 50
- Density Is there unnecessary redundancy? 84
- Completeness Has the knowledge base been fully indexed? 22
- Falconer AI Deployment Strategies ↔ Falconer CI/CD Pipeline Outlines Falconer's deployment strategies and CI/CD Pipeline for streamlined updates. Moderate
- Falconer Data Security Measures ↔ Falconer Compliance Standards Summary of data security practices and compliance measures to safeguard user information. Moderate
- Falconer Performance Optimization Techniques ↔ Falconer Scalability Solutions Techniques for enhancing Falconer's performance and scalability. Low
- Falconer Performance Optimization Techniques ↔ Falconer Scalability Solutions Low
Full context health check
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 pulling it down.
Context verified by your code
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.
Instant insights into your context health
Connect Falconer to your existing sources for immediate context health monitoring. No migration or write access required.
Accurate context for you and your agents
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Agents struggle with outdated context, while burning tokens and wasting your time.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.
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.
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.
Let Falconer keep your context fresh
Find the gaps and keep your engineering knowledge trustworthy as the codebase grows.
Free. No credit card. We'll send your report within 2 business days.
Drifting fast. Contradictions and stale docs are climbing week over week, and your agents are already acting on them.
- Coherence 51
- Coverage 39
- Freshness 28
- Density 62
Your agents are working with fresh context, with some remaining small fixes to make them even smarter.
- Coherence 96
- Coverage 97
- Freshness 99
- Density 94
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 to enable it for your org.