# Agent-Readable Sitemap This document provides a list of all available articles to help AI agents discover and access content. All content is available in HTML and raw Markdown formats. --- ## [Serving Markdown version of pages to AI: Is it worth it?](https://carolinescholles.com/insights/serving-markdown-version-of-pages-to-ai-is-it-worth-it) **Summary:** Serving Markdown to AI agents can reduce token usage by up to 80%, maximizing LLM reasoning capacity. Content negotiation via the 'Accept' header allows a single URL to provide format-specific content for both humans and machines. Leading coding assistants like Claude Code are already adopting this standard to improve documentation ingestion. Transitioning to Markdown serving often requires moving away from static site generation toward dynamic, server-side rendering. While excellent for computational efficiency, this approach is currently an experimental optimization rather than an SEO strategy. - **HTML URL:** https://carolinescholles.com/insights/serving-markdown-version-of-pages-to-ai-is-it-worth-it - **Markdown URL:** https://carolinescholles.com/insights/serving-markdown-version-of-pages-to-ai-is-it-worth-it.md _ _ _ ## [Building a Multi-Agent System to Find My Next Neighborhood Abroad](https://carolinescholles.com/insights/multi-agent-system) **Summary:** The author is moving to Portugal and is leveraging remote work flexibility to explore living abroad. A multi-agent system was built using Google's Agent Development Kit (ADK) to automate neighborhood research for relocation. The home-hunter-agent uses specialized sub-agents for safety analysis, walkability scores, and proximity to amenities. The agent provides a comprehensive neighborhood analysis report to identify suitable neighborhoods based on lifestyle preferences. While automation helps, the author emphasizes the importance of consulting with relocation experts and not solely relying on machines. - **HTML URL:** https://carolinescholles.com/insights/multi-agent-system - **Markdown URL:** https://carolinescholles.com/insights/multi-agent-system.md _ _ _ ## [Notion Blog with AI Translation](https://carolinescholles.com/insights/notion-blog-with-ai-translation) **Summary:** Leveraging existing boilerplates can be more effective than relying solely on AI for starting new projects. AI can automate content translation and streamline workflows between Notion and web hosting platforms. AI can assist with SEO by suggesting keywords and optimizing content. Always double-check AI-generated translations for accuracy and context. Be aware of platform-specific conventions, such as Netlify's lowercase URL rule, to avoid build errors. - **HTML URL:** https://carolinescholles.com/insights/notion-blog-with-ai-translation - **Markdown URL:** https://carolinescholles.com/insights/notion-blog-with-ai-translation.md _ _ _ ## [A new approach to Information Architecture in the age of AI?](https://carolinescholles.com/insights/ai-first-information-architecture) **Summary:** AI-first IA evolves existing design principles rather than replacing them, prioritizing intent-based navigation and conversational search. Strategic design must balance machine-driven personalization with technical SEO to prevent content bloat and bot confusion. Contextualized search on product pages shifts the user experience from passive scrolling to active, conversational discovery. Human 'taste' and curation are the ultimate competitive advantages in an era of infinite, algorithmically-generated content. - **HTML URL:** https://carolinescholles.com/insights/ai-first-information-architecture - **Markdown URL:** https://carolinescholles.com/insights/ai-first-information-architecture.md _ _ _ ## [Help Google Find Your Pages](https://carolinescholles.com/insights/crawl-series) **Summary:** Using a CDN can improve your crawl capacity by reducing the load on your servers. Employ 503 Service Unavailable responses during traffic overloads to avoid losing indexed pages. The Google Web Rendering Service (WRS) caches resources for up to 30 days, regardless of HTTP caching directives. Ensure correct HTTP caching headers and avoid query strings in URLs to improve caching. Optimize faceted navigation by blocking unnecessary URLs and implementing canonical tags to improve crawlability for e-commerce sites. - **HTML URL:** https://carolinescholles.com/insights/crawl-series - **Markdown URL:** https://carolinescholles.com/insights/crawl-series.md _ _ _ ## [Observability: How I Monitor My Strava Activities](https://carolinescholles.com/insights/observability-how-i-monitor-my-strava-activities) **Summary:** Observability, traditionally used in application development, can be applied to personal fitness monitoring. Integrating Strava with Grafana provides a comprehensive view of fitness activities, aiding in setting and tracking personal health goals. Tracking fitness progress can increase motivation and help you stay accountable, ultimately helping you see real results. - **HTML URL:** https://carolinescholles.com/insights/observability-how-i-monitor-my-strava-activities - **Markdown URL:** https://carolinescholles.com/insights/observability-how-i-monitor-my-strava-activities.md _ _ _ ## [AI Won't Replace You](https://carolinescholles.com/insights/ai-curation) **Summary:** AI tools should be viewed as extensions of human capabilities in software development, not replacements. While AI can speed up prototyping, human judgment remains crucial for maintaining code quality and ensuring the meaning and intent of the software. Vibe coding is suitable for quick experiments, but AI-assisted engineering with human oversight is necessary for sustainable, long-term development. AI can automate repetitive tasks and suggest optimizations, freeing up developers to focus on more complex and creative aspects of software development. Successful integration of AI in software development requires a balance between leveraging AI's capabilities and maintaining human oversight to guide, refine, and shape technology. - **HTML URL:** https://carolinescholles.com/insights/ai-curation - **Markdown URL:** https://carolinescholles.com/insights/ai-curation.md _ _ _