
The CMX blog
Explore practical guides to web design and SEO, alongside investigations into AI, public information and the systems behind the web.





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Continuum: The AI Operations Manager for Founders Built to Keep Goals Moving Continuum is an AI operations manager for founders built to actively pursue important goals and do as much
Learn how public details can connect accounts, what browser tracking can reveal, and how to review your exposure without overstating the risks.
Read MoreWhat’s Changed at CMX CMX started in 2020 as a public chat community. As we built the platform, our work expanded into websites, automation, and infrastructure. We’ve updated the site
The CMX Knowledge Map Looking for a practical CMX guide? Browse the topics below for articles on search, websites, AI, research, infrastructure and running digital projects. Each section links to
Check inaccurate biographies, mistaken identities, and outdated search results. Find the source, request corrections, and track what changes.
Read MoreHow to find and correct outdated business addresses, service details and links across websites, Google profiles and directories, then confirm what customers actually see.
Read MoreA practical guide to cyber reconnaissance, public attack surface discovery, exposed assets, identity and SaaS risk, AI, and external exposure review.
Read MoreHow search and RAG systems find evidence, why good sources get missed, and how to debug retrieval, check permissions and connect live data through APIs or MCP.
Read MoreA practical guide to checking public claims with search, records, archives and AI tools, while keeping source dates, identity matches and evidence easy to verify.
Read MoreUnderstand GEO, check AI citations, improve useful content, and measure mentions, referrals, and qualified inquiries without relying on ranking promises.
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Discord Development Sandbox: How to Test Bots Before Production The wrong server ID can send a moderation command to the

A current overview of the CMX platform architecture, including Continuum, Coordinator, context runs, Authority, Runtime, receipts, Human Attention, durable state, and infrastructure.
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How We Built CMX on Bare Metal Kubernetes with Cilium, eBPF, and BGP CMX runs Kubernetes on physical servers we

A practical SEO operating model for regulated and YMYL content covering authorship, evidence, review workflows, updates, architecture, technical SEO, reputation, and measurement.
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How AI agents use tools, keep state, request approval, and recover from failures. A practical guide to backend design, customer permissions, and testing before launch.
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What’s Included in Monthly SEO Services? SEO reports can celebrate a long list of completed tasks while never naming the

Prioritize useful pages, fix technical problems, plan supporting content, and measure qualified demand with an SEO plan a small team can maintain.
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A practical buyer guide for startups and creators covering agency fit, proof, proposals, measurement, account ownership, AI use, contracts, references, and final selection.
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Branding Kits for Startups: What to Include and Why If the only copy of your logo lives in an old

A practical guide to small business AI chatbots, with accurate support answers, customer permissions, human handoffs, failure recovery, and realistic operating costs.
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What Breaks First When Infrastructure Scales In October 2021, Roblox went offline for 73 hours. Its engineers tried replacing crucial

See where AI can help marketing, sales and operations, when ordinary automation is enough, and how to test approvals, data ownership and failed handoffs.
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Learn how to assign AI models to different parts of a system, test them on actual tasks, manage retrieval and routing, and handle cost, failures and upgrades.
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Build a practical process for handling inquiries, assigning owners, qualifying leads, following up, and measuring where opportunities stall.
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Operating rules for growing teams: route requests, delegate decisions, define finished work, and handle exceptions without everything waiting on the founder.
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How SEO Works Today (From Crawl to Conversion) Google can fetch a page and still leave it out of its

SEO After AI: What Still Matters, What Changed, and Why A search result can now answer a question without sending

How Backlinks Affect SEO RankingsA backlink report can look impressive until you open the links. Some lead from useful articles





