{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "CYBERMAPS journal",
  "home_page_url": "https://cybermaps.dev/blog/",
  "feed_url": "https://cybermaps.dev/feed.json",
  "items": [
    {
      "id": "https://cybermaps.dev/blog/google-ai-search-shift/",
      "url": "https://cybermaps.dev/blog/google-ai-search-shift/",
      "title": "Search is changing. Your source still matters.",
      "summary": "Build useful, accessible source material for search and AI retrieval without chasing guarantees.",
      "content_text": "# Search is changing. Your source still matters.\n\nBuild useful, accessible source material for search and AI retrieval without chasing guarantees.\n\nSearch and retrieval tools are changing how people encounter websites. The durable work is still to publish useful material that a visitor or client can retrieve, understand, and verify.\n\n## Start with the actual page\n\nKeep the page accessible, give it a clear purpose, and link to related content. Accurate titles, canonical URLs, and a consistent sitemap help describe the site. They do not substitute for useful content.\n\n## Offer readable representations\n\nCYBERMAPS can publish literal Markdown and curated discovery maps from eligible WordPress content. These representations are useful to compatible retrieval workflows. A convention such as llms.txt does not require every crawler to use it.\n\n## Verify, then improve\n\nInspect the public output, check exclusions, and read delivery evidence. Use crawler observations as one source of information, accounting for requests that bypass PHP. Turn content findings into an editorial plan.\n\n[Google’s AI search guidance](https://developers.google.com/search/docs/fundamentals/ai-optimization-guide) keeps the emphasis on accessible, helpful content and established search fundamentals. No special file guarantees inclusion in AI features.\n\n[Explore the publishing guide](https://cybermaps.dev/docs/machine-publications/) or [plan your next content review](https://cybermaps.dev/professionals/content-planning/).\n",
      "date_modified": "2026-09-07T00:00:00Z"
    },
    {
      "id": "https://cybermaps.dev/blog/llms-tldr/",
      "url": "https://cybermaps.dev/blog/llms-tldr/",
      "title": "A useful briefing within a content budget",
      "summary": "Understand the difference between a full literal corpus and a compact, budgeted site briefing.",
      "content_text": "# A useful briefing within a content budget\n\nUnderstand the difference between a full literal corpus and a compact, budgeted site briefing.\n\nA full publication and a briefing answer different needs. One preserves eligible source material; the other selects a bounded representation for a smaller retrieval budget.\n\n## Full means literal\n\nThe full-content publication exposes eligible stored content in a readable format. It is useful when a consumer needs the broader source, subject to the plugin’s publication rules and bounds.\n\n## A briefing makes tradeoffs\n\nLLMS-TLDR selects content under a configured budget. Its token estimate is an approximation, not a tokenizer-specific guarantee. The pipeline is experimental and its result should be reviewed against the source.\n\n## Choose deliberately\n\nEnable the output your workflow needs. Inspect the generated body, compare it with representative pages, and keep the full source available for verification where appropriate.\n\n[Read the pipeline specification](https://cybermaps.dev/tech/llms-tldr-whitepaper/) and [configure AI Publishing](https://cybermaps.dev/docs/machine-publications/).\n",
      "date_modified": "2026-09-07T00:00:00Z"
    }
  ]
}