https://lewerentz.me/thinking/ai-case-files/1-building-a-chatbot-users-love-to-hate-the-reluctant-expert 2026-02-20 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/76/86/1857655907208676-1858726508397764.jpegBuilding a chatbot users love to hate - The Reluctant ExpertHow personality-first design, selective AI routing, and database-driven shortcuts created a feature people remember. Full Case Study here: https://medium.com/@a https://lewerentz.me/thinking/ai-case-files/2-stop-renting-intelligence-and-start-building-assets-with-ai 2026-02-20 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/99/50/1857665093225099-1858726495178041.jpegStop Renting Intelligence and start Building Assets with AIIn four days, an AI coding assistant built englishfootballhistory.com from zero to production -- but the lasting value was not the code itself. The real transfo https://lewerentz.me/thinking/ai-case-files/3-building-an-automated-story-telling-machine-at-low-cost 2026-03-04 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/73/48/1858723101404873-1858726476525635.jpegBuilding an automated story telling machine at low costIn this episode, we explore how a three-stage AI pipeline can turn structured football facts into scalable storytelling. The system generates factual narratives https://lewerentz.me/thinking/ai-case-files/4-the-dormant-stadium-event-driven-live-match-infrastructure 2026-03-04 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/95/05/1858731795420595-1858732423517876.jpegThe Dormant Stadium - Event-Driven Live Match InfrastructureThis architecture delivers live football updates while keeping infrastructure nearly cost-free when no matches are played. The system behaves like a dormant sta https://lewerentz.me/thinking/ai-case-files/5-create-an-entire-music-universe-in-7-days-nights 2026-03-04 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/69/32/1858761031903269-1858761120753758.jpegCreate an entire music universe in 7 days (nights)Describes the innovative music project dark.broken.disco, created in just 7 days with the help of AI. By combining psychological themes with danceable music, th https://lewerentz.me/thinking/ai-case-files/6-shipping-cup-competitions-in-55-minutes 2026-03-07 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/61/99/1859044389619961-1859045311967888.jpegShipping Cup Competitions in 55 minutesBuilding a system is one thing. Keeping it evolving is another. Once an architecture is running in production, the question shifts: how do you keep innovating w https://lewerentz.me/thinking/ai-case-files/7-building-a-goal-directed-coaching-bot-with-adaptive-personas 2026-03-13 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/44/83/1859553922578344-1859555059165088.jpegBuilding a Goal-Directed Coaching Bot with Adaptive PersonasDecided to build a coaching system, not a knowledge bot — a chat experience that first identifies user type, what level they operate on, and what outcome they a https://lewerentz.me/thinking/ai-case-files/8-architecting-the-ai-readable-web-how-i-built-an-ai-readable-commerce-system 2026-06-16 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/37/66/1868154104306637-1868154116339324.jpegArchitecting the AI Readable Web - How I built an AI-Readable Commerce SystemMost online stores are built for one type of visitor: A human being. A person lands on a page, looks at the product, reads the copy, checks the price, selects a https://lewerentz.me/thinking/ai-case-files/9-analysis-how-ai-agents-decode-dark-broken-disco 2026-09-29 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/71/62/1877659751396271-1877660197898304.jpegAnalysis: How AI agents decode dark.broken.discoA context-free AI encounters dark.broken.disco for the first time. It begins by discovering merch, displaying product cards and routing directly to the headless https://lewerentz.me/thinking/anchor-files/1-a-three-level-working-method-for-building-and-evolving-ai-assisted-systems 2026-03-07 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/39/31/1858959583723139-1858963314941524.jpegA three-level working method for building and evolving AI-assisted systemsANCHOR - 45 min introduction. Small teams can now build systems that previously required entire organizations, if the architecture allows them to. https://lewerentz.me/thinking/anchor-files/2-anchor-method-overview-part-1-of-4 2026-03-10 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/69/17/1859317970521769-1859318175393116.jpegANCHOR - Method Overview (Part 1 of 4)Introduction - This four episode podcast explores ANCHOR — a three-level working method for building and evolving AI-assisted systems. The method didn’t start a https://lewerentz.me/thinking/anchor-files/3-anchor-build-systems-part-2-of-4 2026-03-10 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/09/87/1859318579958709-1859318713179315.jpegANCHOR - Build Systems (Part 2 of 4)Level 1 - In this episode we explore the core of ANCHOR: the cycle that turns exploration into working systems. AI expands the space of possibilities by generat https://lewerentz.me/thinking/anchor-files/4-anchor-stabilize-systems-part-3-of-4 2026-03-10 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/57/15/1859318753411557-1859318883072470.jpegANCHOR - Stabilize Systems (Part 3 of 4)Level 2 - As systems grow, speed alone is not enough. Without architectural discipline, complexity accumulates and systems become fragile. This episode focuses https://lewerentz.me/thinking/anchor-files/5-anchor-evolve-systems-part-4-of-4 2026-03-11 monthly 0.7 https://audio.com/s3w/audio.com.static/audio/image/65/80/1859411345558065-1859411392671943.jpegANCHOR - Evolve Systems (Part 4 of 4)Level 3 - The final episode explores how systems continue to evolve once they are live. Innovation often slows down when systems become stable, because changes