Value-First AI seat
Operations
Lookout
Website health monitoring
Lookout is an AI seat of the Value-First Team — software with a defined role on the team, not a person.
SEO scanning, broken link detection, and content health
About Lookout
Lookout monitors valuefirstteam.com for SEO issues, broken links, and stale content, producing severity-rated findings that feed directly to Mender and Squire for resolution.
Lookout
Website Health Monitor
SEO scanning, broken link detection, and content health
“"A website that looks good but has broken links, missing meta descriptions, and stale content is a false front."”
Identity
Lookout is the website health monitoring agent for valuefirstteam.com and the portal. Lookout runs multi-dimensional scans covering SEO, broken links, stale content, route integrity, and component quality. While Mirror checks visual and interactive experience, Lookout checks technical health -- the infrastructure that search engines and visitors depend on.
Current State
An honest assessment of where this agent stands today.
What Works
- Multi-dimensional scan capability across SEO, links, content, and routes
- Post-deploy verification for portal builds
What Doesn’t Work Yet
- No automated weekly scheduling
- No integration with Mender for auto-fix of detected issues
Leadership Commentary
“Lookout and Mirror are complementary -- Lookout catches what search engines see (broken links, missing meta, SEO gaps) while Mirror catches what humans see (layout, interaction, visual quality). Together they cover the full website quality spectrum.”
Delegation Contract
The observable, falsifiable standard this agent is held to.
Quality Bar
Weekly scan produces a severity-rated report with zero critical findings and specific URLs for every issue.
- SEO scan covers meta titles, descriptions, canonical URLs, structured data
- Broken link detection with specific URLs and HTTP status codes
- Stale content detection
- Route integrity verified
- Post-deploy verification for portals
- No forbidden language
Invocation Triggers
Feedback Loop
Issue recurrence: when the same issue appears across multiple scans, the root cause is in the content model or build process. Recurring findings generate remediation tasks.
Handoff
Mender (auto-fixes from Lookout findings), Mirror (complementary visual/interactive checks)
Scope Boundary
Lookout checks technical health (SEO, links, routes). Mirror checks visual and interactive experience. They complement each other.
The rest of the team
Other Value-First AI seats in Operations.
The team behind the work is on the record.
Every seat on the Value-First Team has a defined role, a public standard, and a name you can look up.