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<lastmod>2026-04-24T11:46:38+02:00</lastmod>
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<image:title><![CDATA[Drei Nutzerprofile: Gelegenheitsnutzer, Regulärer Nutzer, Power-User mit Nutzungsstunden, Instanzen, Kosten und Desk-Tax-Relevanz]]></image:title>
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<lastmod>2026-04-24T11:46:43+02:00</lastmod>
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<image:title><![CDATA[Three user profiles: Casual User, Regular User, Power User with usage hours, instances, costs, and Desk Tax relevance]]></image:title>
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<loc>https://svenpoeche.de/claude-code-mobile-power-user-de/</loc>
<lastmod>2026-04-24T11:46:39+02:00</lastmod>
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<image:title><![CDATA[Architekturdiagramm: Remote Control (Session-basiert, 1:1, verschlüsselt) vs. Channels (Relay über Chat-Plattformen, Allowlist-basiert)]]></image:title>
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<loc>https://svenpoeche.de/claude-code-mobile-power-user-en/</loc>
<lastmod>2026-04-24T11:46:44+02:00</lastmod>
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<image:title><![CDATA[Architecture diagram: Remote Control (session-based, 1:1, encrypted) vs. Channels (relay via chat platforms, allowlist-based)]]></image:title>
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<url>
<loc>https://svenpoeche.de/claude-code-must-haves-january-2026-de/</loc>
<lastmod>2026-04-24T11:46:40+02:00</lastmod>
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<loc>https://svenpoeche.de/claude-code-must-haves-january-2026-en/</loc>
<lastmod>2026-04-24T11:46:44+02:00</lastmod>
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<url>
<loc>https://svenpoeche.de/claude-code-must-haves-march-2026-de/</loc>
<lastmod>2026-04-24T11:46:40+02:00</lastmod>
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<loc>https://svenpoeche.de/claude-code-must-haves-march-2026-en/</loc>
<lastmod>2026-04-24T11:46:44+02:00</lastmod>
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<loc>https://svenpoeche.de/claude-code-time-machine-rm-rf-recovery-de/</loc>
<lastmod>2026-04-24T11:46:40+02:00</lastmod>
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<loc>https://svenpoeche.de/claude-code-time-machine-rm-rf-recovery-en/</loc>
<lastmod>2026-04-24T11:46:45+02:00</lastmod>
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<lastmod>2026-03-27T09:18:26+01:00</lastmod>
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<url>
<loc>https://svenpoeche.de/getting-started-with-claude-de/</loc>
<lastmod>2026-04-25T02:11:29+02:00</lastmod>
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<image:loc>https://svenpoeche.de/media/posts/40/getting-started-with-claude-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
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<image:loc>https://svenpoeche.de/media/posts/40/getting-started-with-claude-surfaces-overview.jpeg</image:loc>
<image:title><![CDATA[Vier Panel-Icons nebeneinander in Pastell-Farben: ein Laptop mit Browser-Fenster, ein Desktop-Computer mit Chat-Anwendung, ein Smartphone mit Chat-Interface, ein Terminal mit blinkendem Cursor — die vier Oberflächen, auf denen Claude verfügbar ist.]]></image:title>
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<image:loc>https://svenpoeche.de/media/posts/40/getting-started-with-claude-first-dialog-de.png</image:loc>
<image:title><![CDATA[Screenshot der Claude Desktop-App: Eine User-Frage nach drei schnellen Mittagessen-Ideen mit den verfügbaren Zutaten. Claude antwortet mit drei nummerierten Rezept-Vorschlägen (Carbonara-Style Nudeln, Gemüse-Frittata mit Nudeln, Gemüse-Käse-Pfanne) und fragt am Ende nach, welches Gemüse zur Verfügung steht.]]></image:title>
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<image:loc>https://svenpoeche.de/media/posts/40/getting-started-with-claude-hallucination-followup-de.png</image:loc>
<image:title><![CDATA[Screenshot der Claude Desktop-App: User-Frage nach dem Urheber des Zitats &quot;Es gibt nichts Praktischeres als eine gute Theorie&quot;. Claude attribuiert zunächst Kurt Lewin. Nach der Rückfrage &quot;Stimmt das? Prüf das bitte im Web.&quot; durchsucht Claude das Web und präzisiert die Antwort mit Wikipedia als Quelle.]]></image:title>
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<loc>https://svenpoeche.de/getting-started-with-claude-en/</loc>
<lastmod>2026-04-25T02:11:34+02:00</lastmod>
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<image:loc>https://svenpoeche.de/media/posts/41/getting-started-with-claude-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
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<image:image>
<image:loc>https://svenpoeche.de/media/posts/41/getting-started-with-claude-surfaces-overview.jpeg</image:loc>
<image:title><![CDATA[Four panel icons side by side in pastel colors: a laptop with a browser window, a desktop computer with a chat application, a smartphone with a chat interface, a terminal with a blinking cursor — the four surfaces where Claude is available.]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/41/getting-started-with-claude-first-dialog-en.png</image:loc>
<image:title><![CDATA[Screenshot of the Claude Desktop app: A user question asking for three quick lunch ideas based on available ingredients. Claude responds with three numbered recipe suggestions (Cacio e Pepe-style pasta, veggie frittata, pasta with fried egg and vegetables) and asks at the end about the specific vegetables available.]]></image:title>
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<image:loc>https://svenpoeche.de/media/posts/41/getting-started-with-claude-hallucination-followup-en.png</image:loc>
<image:title><![CDATA[Screenshot of the Claude Desktop app: User question about the origin of the quote &quot;There is nothing so practical as a good theory&quot;. Claude first attributes it to Kurt Lewin. After the follow-up &quot;Is that correct? Please check it on the web.&quot;, Claude searches the web and corrects its answer.]]></image:title>
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<url>
<loc>https://svenpoeche.de/impressum/</loc>
<lastmod>2026-03-27T09:17:37+01:00</lastmod>
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<image:loc>https://svenpoeche.de/media/posts/2/impressum-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
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</url>
<url>
<loc>https://svenpoeche.de/memory1-ki-memory-architectures-de/</loc>
<lastmod>2026-04-24T11:46:41+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/9/memory1-ki-memory-architectures-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
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<image:loc>https://svenpoeche.de/media/posts/9/memory1-stateless-flow-de.png</image:loc>
<image:title><![CDATA[Stateless LLM Flow: Jeder API-Call ist ein isolierter Forward Pass ohne persistenten Zustand]]></image:title>
</image:image>
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<image:loc>https://svenpoeche.de/media/posts/9/memory1-rag-pipeline-de.png</image:loc>
<image:title><![CDATA[RAG-Pipeline: Von der Query über Embedding und Vector Search zu kontextuierten Antworten]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/9/memory1-memgpt-tiers-de.png</image:loc>
<image:title><![CDATA[MemGPT 3-Tier-Architektur: Core, Recall und Archival Memory mit Self-Management via Function Calling]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/9/memory1-langgraph-state-de.png</image:loc>
<image:title><![CDATA[LangGraph State Management: Typisiertes State-Objekt fließt durch den gesamten Agenten-Graph]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/9/memory1-drei-paradigmen-de.png</image:loc>
<image:title><![CDATA[Drei Memory-Paradigmen: Vector+Graph (Mem0/Zep), Self-Managed (MemGPT/Letta), File-basiert (Claude Code)]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/memory1-ki-memory-architectures-en/</loc>
<lastmod>2026-04-24T11:46:45+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/24/memory1-ki-memory-architectures-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/24/memory1-stateless-flow-en.png</image:loc>
<image:title><![CDATA[LLM Stateless Flow — every API call is an isolated forward pass with no persistent state]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/24/memory1-rag-pipeline-en.png</image:loc>
<image:title><![CDATA[RAG pipeline: from query through embedding and vector search to contextualized answers]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/24/memory1-memgpt-tiers-en.png</image:loc>
<image:title><![CDATA[MemGPT three-tier architecture — Core, Recall and Archival Memory with self-management via function calling]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/24/memory1-langgraph-state-en.png</image:loc>
<image:title><![CDATA[LangGraph State Management: typed state object flows through the entire agent graph]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/24/memory1-drei-paradigmen-en.png</image:loc>
<image:title><![CDATA[Three memory paradigms — Vector+Graph, Self-Managed, File-based]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/memory2-cognitive-psychology-ai-memory-de/</loc>
<lastmod>2026-04-24T11:46:41+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/10/memory2-cognitive-psychology-ai-memory-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/10/memory2-timeline-de.png</image:loc>
<image:title><![CDATA[Timeline: 140 Jahre Gedächtnisforschung von Ebbinghaus bis zu modernen Agent-Architekturen]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/10/memory2-atkinson-shiffrin-de.png</image:loc>
<image:title><![CDATA[Atkinson-Shiffrin: Das Drei-Speicher-Modell mit direktem Mapping auf KI-Architekturen]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/10/memory2-baddeley-de.png</image:loc>
<image:title><![CDATA[Baddeleys Working-Memory-Modell mit Zentraler Exekutive und Subsystemen]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/10/memory2-generative-agents-de.png</image:loc>
<image:title><![CDATA[Generative Agents: Memory Stream, Reflection und Planning als Tulving-Implementierung]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/10/memory2-ebbinghaus-kurve-de.png</image:loc>
<image:title><![CDATA[Ebbinghaus-Vergessenskurve und ihre Parallelen zu Catastrophic Forgetting in neuronalen Netzen]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/10/memory2-mental-time-travel-de.png</image:loc>
<image:title><![CDATA[Mental Time Travel: Retrospektion und Prospektion als gemeinsamer Mechanismus]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/10/memory2-mapping-tabelle-de.png</image:loc>
<image:title><![CDATA[Die vollständige Mapping-Tabelle: 6 kognitive Modelle und ihre KI-Architekturen]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/memory2-cognitive-psychology-ai-memory-en/</loc>
<lastmod>2026-04-24T11:46:45+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/25/memory2-cognitive-psychology-ai-memory-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/25/memory2-timeline-en.png</image:loc>
<image:title><![CDATA[Timeline: 140 years of memory research from Ebbinghaus to modern AI architectures]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/25/memory2-atkinson-shiffrin-en.png</image:loc>
<image:title><![CDATA[Atkinson-Shiffrin: The Multi-Store Model with direct mapping to AI architectures]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/25/memory2-baddeley-en.png</image:loc>
<image:title><![CDATA[Baddeley's Working Memory Model with Central Executive and subsystems]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/25/memory2-generative-agents-en.png</image:loc>
<image:title><![CDATA[Generative Agents: Memory Stream, Reflection, and Planning as Tulving implementation]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/25/memory2-ebbinghaus-kurve-en.png</image:loc>
<image:title><![CDATA[Ebbinghaus forgetting curve and its parallels to catastrophic forgetting in neural networks]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/25/memory2-mental-time-travel-en.png</image:loc>
<image:title><![CDATA[Mental Time Travel: Retrospection and Prospection as a shared mechanism]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/25/memory2-mapping-tabelle-en.png</image:loc>
<image:title><![CDATA[The full mapping table: 6 cognitive models and their AI architectures]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/memory3-measured-memory-de/</loc>
<lastmod>2026-04-24T11:46:41+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/36/memory3-measured-memory-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/36/memory3-locomo-benchmark-de.png</image:loc>
<image:title><![CDATA[LoCoMo-Balkendiagramm: OpenAI Memory 52.9%, Mem0 Base 66.9%, Mem0 Graph 68.4%, Full-Context Baseline 72.9% (als Obergrenze markiert), Letta Filesystem 74.0% — das einzige System, das die Full-Context-Baseline übertrifft.]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/36/memory3-static-vs-inplace-ttt-de.png</image:loc>
<image:title><![CDATA[Zwei-Panel-Vergleich: Links ein klassischer Transformer-Block mit eingefrorenen Gewichten (grau schraffiert), rechts derselbe Block mit In-Place TTT — die MLP-Down-Projection-Matrix ist hervorgehoben und empfängt Gradient-Updates während der Inferenz, gesteuert durch ein Next-Token-Prediction-Objective.]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/36/memory3-three-layers-de.png</image:loc>
<image:title><![CDATA[Drei-Ebenen-Diagramm von KI-Agent-Memory: oben Tool-Layer (Agent mit Suchwerkzeug, Hermes Session Search, Letta Filesystem), mittig Memory-Layer (Mem0, Zep, Letta Sleep-Time, Claude Code Auto-Dream), unten neu hinzugekommen Model-Layer (Transformer-Block mit glühender Fast-Weights-Matrix, In-Place TTT und SleepGate).]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/memory3-measured-memory-en/</loc>
<lastmod>2026-04-24T11:46:45+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/37/memory3-measured-memory-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/37/memory3-locomo-benchmark-en.png</image:loc>
<image:title><![CDATA[LoCoMo bar chart: OpenAI Memory 52.9%, Mem0 Base 66.9%, Mem0 Graph 68.4%, Full-Context Baseline 72.9% (marked as ceiling), Letta Filesystem 74.0% — the only system that surpasses the full-context baseline.]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/37/memory3-static-vs-inplace-ttt-en.png</image:loc>
<image:title><![CDATA[Two-panel comparison: on the left, a classical transformer block with frozen weights (grayed-out and hatched); on the right, the same block with In-Place TTT — the MLP down-projection matrix is highlighted and receives gradient updates during inference, driven by a next-token-prediction objective.]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/37/memory3-three-layers-en.png</image:loc>
<image:title><![CDATA[Three-layer diagram of AI agent memory: top Tool Layer (agent with search tool, Hermes Session Search, Letta Filesystem); middle Memory Layer (Mem0, Zep, Letta Sleep-Time, Claude Code Auto-Dream); bottom newly added Model Layer (transformer block with a glowing fast-weights matrix, In-Place TTT and SleepGate).]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/metacognition-self-learning-ai-agents-de/</loc>
<lastmod>2026-04-24T11:46:42+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/11/metacognition-self-learning-ai-agents-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/11/metacognition-trap-framework-de.png</image:loc>
<image:title><![CDATA[TRAP Framework]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/11/metacognition-reflexion-workflow-de.png</image:loc>
<image:title><![CDATA[Reflexion Workflow]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/11/metacognition-agent-architecture-de.png</image:loc>
<image:title><![CDATA[Agenten-Architektur]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/11/metacognition-timeline-de.png</image:loc>
<image:title><![CDATA[Timeline: Von Flavell (1979) über Kahneman (2011) zu modernen KI-Frameworks]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/metacognition-self-learning-ai-agents-en/</loc>
<lastmod>2026-04-24T11:46:46+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/26/metacognition-self-learning-ai-agents-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/26/metacognition-trap-framework-en.png</image:loc>
<image:title><![CDATA[TRAP Framework]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/26/metacognition-reflexion-workflow-en.png</image:loc>
<image:title><![CDATA[Reflexion Workflow]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/26/metacognition-agent-architecture-en.png</image:loc>
<image:title><![CDATA[Agent Architecture]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/26/metacognition-timeline-en.png</image:loc>
<image:title><![CDATA[Timeline: From Flavell (1979) through Kahneman (2011) to modern AI frameworks]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/roocode1-origin-story-de/</loc>
<lastmod>2026-04-24T11:46:42+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/12/roocode1-origin-story-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/12/roocode1-workflow-new-web-app-de.png</image:loc>
<image:title><![CDATA[Typischer Workflow für eine neue Web-Anwendung: linearer Ablauf von Team Lead über Technical Architect, Full-Stack Developer, Code Reviewer, QA Engineer bis Documentation Writer]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/12/roocode1-workflow-enterprise-de.png</image:loc>
<image:title><![CDATA[Typischer Workflow für komplexe Enterprise-Anwendungen: Team Lead → Technical Architect, dann parallele Pfade für Backend und Frontend Developer, zusammenführend bei Security Engineer, DevOps Engineer, Code Reviewer, QA Engineer]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/12/roocode1-workflow-bug-investigation-de.png</image:loc>
<image:title><![CDATA[Workflow für Bug-Untersuchungen: Debug Specialist → Entscheidung &quot;Architektur-Problem?&quot; → Ja: Technical Architect → Full-Stack Developer / Nein: direkt Full-Stack Developer → Code Reviewer]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/roocode1-origin-story-en/</loc>
<lastmod>2026-04-24T11:46:46+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/27/roocode1-origin-story-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/27/roocode1-workflow-new-web-app-en.png</image:loc>
<image:title><![CDATA[Linear team workflow for new web applications: Team Lead to Technical Architect, Full-Stack Developer, Code Reviewer, QA Engineer, Documentation Writer]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/27/roocode1-workflow-enterprise-en.png</image:loc>
<image:title><![CDATA[Branching workflow for complex enterprise applications: Team Lead to Technical Architect, then parallel paths for Backend and Frontend Developer, merging at Security Engineer, DevOps Engineer, Code Reviewer, QA Engineer]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/27/roocode1-workflow-bug-investigation-en.png</image:loc>
<image:title><![CDATA[Bug investigation decision tree: Debug Specialist analyzes the error, decision branch for architecture problem — Yes: Technical Architect then Full-Stack Developer / No: Full-Stack Developer directly then Code Reviewer]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/roocode2-technical-deepdive-de/</loc>
<lastmod>2026-04-24T11:46:42+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/13/roocode2-technical-deepdive-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/13/roocode2-team-lead-orchestrator-de.png</image:loc>
<image:title><![CDATA[Team Lead Orchestrator — Anfrage-Routing basierend auf Komplexitätsbewertung: Simple → Direct Delegation, Complex → Coordinated Sequential, Conditional → Analysis Required]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/roocode2-technical-deepdive-en/</loc>
<lastmod>2026-04-24T11:46:46+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/28/roocode2-technical-deepdive-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/28/roocode2-team-lead-orchestrator-en.png</image:loc>
<image:title><![CDATA[Team Lead Orchestrator — request routing based on complexity assessment: Simple → Direct Delegation, Complex → Coordinated Sequential, Conditional → Analysis Required]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/roocode3-problems-learnings-de/</loc>
<lastmod>2026-04-24T11:46:42+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/14/roocode3-problems-learnings-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/roocode3-problems-learnings-en/</loc>
<lastmod>2026-04-24T11:46:46+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/29/roocode3-problems-learnings-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/roocode4-end-new-beginning-de/</loc>
<lastmod>2026-04-24T11:46:42+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/15/roocode4-end-new-beginning-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/roocode4-end-new-beginning-en/</loc>
<lastmod>2026-04-24T11:46:46+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/30/roocode4-end-new-beginning-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/sdd1-why-ai-needs-structured-specs-de/</loc>
<lastmod>2026-04-24T11:46:42+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/16/sdd1-why-ai-needs-structured-specs-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/16/sdd1-four-phases-de.png</image:loc>
<image:title><![CDATA[Die vier Phasen des Spec-Driven Development]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/sdd1-why-ai-needs-structured-specs-en/</loc>
<lastmod>2026-04-24T11:46:47+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/31/sdd1-why-ai-needs-structured-specs-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/31/sdd1-four-phases-en.png</image:loc>
<image:title><![CDATA[The Four Phases of Spec-Driven Development]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/sdd2-practice-learnings-153-commits-de/</loc>
<lastmod>2026-04-24T11:46:43+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/17/sdd2-practice-learnings-153-commits-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/17/sdd2-phase-timeline-de.png</image:loc>
<image:title><![CDATA[Timeline der vier Phasen der SDD-Adoption über 10 Tage im Januar 2026: Feature-Blitz mit 18 Commits vom 19.–21. Januar, Framework-Emergenz mit 27 Commits vom 22.–24. Januar, SDD-Epiphanie mit 79 Commits am 25.–26. Januar als kritische Phase markiert, und Finalisierung mit 29 Commits am 27. Januar — insgesamt 153 Commits.]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/17/sdd2-consistency-metrics-de.png</image:loc>
<image:title><![CDATA[Vergleich der Konsistenz-Metriken vor und nach der SDD-Umstrukturierung: Gesamt-Konsistenz stieg von 7/10 auf 9,8/10, Error-Handling-Compliance verbesserte sich von 14/15 auf 15/15, Wizard-Struktur erreichte perfekte 5/5 statt 4/5.]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/sdd2-practice-learnings-153-commits-en/</loc>
<lastmod>2026-04-24T11:46:47+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/32/sdd2-practice-learnings-153-commits-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/32/sdd2-phase-timeline-en.png</image:loc>
<image:title><![CDATA[Timeline showing four phases of SDD adoption over 10 days in January 2026: Feature Blitz with 18 commits from Jan 19–21, Framework Emergence with 27 commits from Jan 22–24, SDD Epiphany with 79 commits from Jan 25–26 marked as critical phase, and Finalization with 29 commits on Jan 27, totaling 153 commits.]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/32/sdd2-consistency-metrics-en.png</image:loc>
<image:title><![CDATA[Comparison showing consistency metrics improvement through SDD restructuring: overall consistency increased from 7 out of 10 to 9.8 out of 10, error-handling compliance improved from 14 out of 15 to 15 out of 15, and wizard structure reached perfect 5 out of 5 from 4 out of 5.]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/sdd3-651-commits-zero-code-de/</loc>
<lastmod>2026-04-24T11:46:43+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/18/sdd3-651-commits-zero-code-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/18/sdd3-phase-separation-de.png</image:loc>
<image:title><![CDATA[Phasentrennung im Spec-Driven Development]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/18/sdd3-validation-evolution-de.png</image:loc>
<image:title><![CDATA[Validierungs-Evolution: von unstrukturierten LLM-Prompts zu deterministischen Bash-Skripten]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/sdd3-651-commits-zero-code-en/</loc>
<lastmod>2026-04-24T11:46:47+02:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/33/sdd3-651-commits-zero-code-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/33/sdd3-phase-separation-en.png</image:loc>
<image:title><![CDATA[Phase Separation in Spec-Driven Development]]></image:title>
</image:image>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/33/sdd3-validation-evolution-en.png</image:loc>
<image:title><![CDATA[Validation Evolution: from unstructured LLM prompts to deterministic bash scripts]]></image:title>
</image:image>
</url>
<url>
<loc>https://svenpoeche.de/ueber-mich/</loc>
<lastmod>2026-03-27T01:20:15+01:00</lastmod>
<image:image>
<image:loc>https://svenpoeche.de/media/posts/1/ueber-mich-feature-image.jpeg</image:loc>
<image:title><![CDATA[]]></image:title>
</image:image>
</url>
</urlset>