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Guides and field notes on AI agents, Claude Code, home labs and automation. New pieces every week, in English and Italian.

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LatestAgents & MCP

MCP Agent System Versioning: Managing AI Agent Lifecycle in Production

Master MCP agent versioning for solid AI agent lifecycle management in production. Learn strategies for effective version control and deployment in 2026.

5 November 2026 · 9 min read

November 2026

  1. 02 Nov Claude Code Performance Tuning: Latency & Throughput for AI Agents Master Claude Code performance tuning for AI agents. Optimize latency and throughput for your Claude Code agents in 2026 and beyond. Claude Code 8 min read

October 2026

  1. 29 Oct Prompt Engineering for Adversarial Robustness: Defending Against Attacks Master prompt engineering for adversarial robustness in 2026. Learn LLM attack defense prompts and AI security prompt engineering to build solid LLM systems. Prompt engineering 8 min read
  2. 26 Oct Proxmox Ephemeral Dev Environments: Rapid Spin-up & Teardown Master Proxmox ephemeral dev environments for rapid prototyping. Explore LXC, efficient workflows, and quick teardown for 2026 development. Proxmox & home lab 8 min read
  3. 22 Oct MCP Agents for Multi-Modal Data Fusion: Integrating Vision, Text & Audio Explore MCP agents for multi-modal data fusion, integrating vision, text, and audio for advanced AI in 2026 and beyond. Learn practical applications and implementation. Agents & MCP 8 min read
  4. 19 Oct Claude Code for Automated Documentation & User Story Generation Master Claude Code automated documentation and AI user story generation for efficient project management in 2026 and beyond. Boost productivity now. Claude Code 10 min read
  5. 12 Oct Home Assistant & LoRaWAN: Building Long-Range Sensor Networks Explore building long-range sensor networks with Home Assistant and LoRaWAN. Discover practical integration for DIY remote monitoring in 2026. Home Assistant 12 min read
  6. 08 Oct Prompt Engineering for Explainable AI (XAI) Outputs Master prompt engineering XAI in 2026 for explainable LLM outputs. Learn AI interpretability prompts to understand AI decisions. Prompt engineering 7 min read
  7. 05 Oct Proxmox Micro-Segmentation: Advanced Network Security for VMs & LXCs Master Proxmox micro-segmentation for solid VM/LXC network security in 2026. Learn advanced firewall rules and network isolation techniques. Proxmox & home lab 10 min read
  8. 01 Oct MCP Agents for Real-time Anomaly Detection Implement MCP agents for real-time anomaly detection: learn data streaming setup, alert logic, and practical AI agent patterns for production monitoring. Agents & MCP 10 min read

September 2026

  1. 28 Sept Claude Code Git Hooks Automation: Pre-Commit Checks & Reviews Master Claude Code Git hooks automation for pre-commit checks and AI-powered code reviews. Streamline your AI dev workflow today! Claude Code 9 min read
  2. 24 Sept Home Assistant Multi-Wake Word Voice Control: Mastering Local AI & Custom Triggers Configure multiple wake words in Home Assistant using local AI, set up custom voice commands, and keep all voice processing on your own hardware. Home Assistant 6 min read
  3. 24 Sept Proxmox for Developer Workstations: Reproducible Environments Master your Proxmox dev environment for reproducible VMs and LXC containers. Boost productivity with isolated, versioned setups. Proxmox & home lab 11 min read
  4. 22 Sept Optimizing MCP Multi-Agent Performance: Throughput & Latency Optimize MCP multi-agent performance with concrete strategies for increasing throughput, reducing latency, and scaling AI agent systems reliably. Agents & MCP 9 min read
  5. 22 Sept Unlock Claude Code Custom Interpreters & Execution Env Discover how to extend Claude Code's capabilities by building a Claude Code custom interpreter and tailored AI code execution environments. Dive into practical steps for advanced AI workflows. Claude Code 9 min read
  6. 21 Sept Home Assistant Appliance Monitoring: Prevent Failures Discover how Home Assistant appliance monitoring enables predictive maintenance, preventing costly failures. Learn actionable strategies now. Home Assistant 8 min read
  7. 17 Sept MCP Agent Dynamic Tool Learning & Skill Acquisition Explore MCP agent dynamic tool learning. Discover how AI agents master new tools and skills for adaptive, efficient automation. Agents & MCP 9 min read
  8. 17 Sept Prompt Engineering for Legal Content: Mastering LLM Legal Compliance Prompting & Ethics Build LLM prompts for legal content that meet compliance requirements, covering ethical guidelines, governance strategies, and workflow examples. Prompt engineering 6 min read
  9. 17 Sept Proxmox LXC for Local AI Development: Private LLM Workflows Learn to configure Proxmox LXC containers for local AI development, with isolated environments for running private LLM workflows and self-hosted models. Proxmox & home lab 9 min read
  10. 15 Sept Claude Code Serverless Function Generation: Automating AWS Lambda & Azure Learn how Claude Code generates serverless functions for AWS Lambda and Azure Functions, automates deployment steps, and handles security configurations. Claude Code 9 min read
  11. 14 Sept Advanced Prompt Deconstruction: Reverse Engineering LLM Outputs Master LLM output reverse engineering. Learn advanced techniques to deconstruct LLM prompts and debug outputs for superior AI performance. Prompt engineering 7 min read
  12. 10 Sept Boosting AI Agent Trust Score & Reliability in Collaborative Workflows Learn how to design AI agent trust score systems in multi-agent workflows, with practical MCP patterns for measuring and enforcing reliability. Agents & MCP 7 min read
  13. 10 Sept Claude Code OpenAPI Validation & AI Testing Master Claude Code OpenAPI validation and AI testing. Learn how AI-generated API spec testing accelerates quality with Claude Code. Claude Code 8 min read
  14. 10 Sept Proxmox Jetson LXC: Low-Power AI Edge Inference with TPUs Configure Proxmox LXC containers to run NVIDIA Jetson and Google Coral TPU workloads for low-power AI edge inference in a home lab. Proxmox & home lab 9 min read
  15. 08 Sept Home Assistant Water Leak Sensor Automation & Smart Shutoff Master Home Assistant water leak sensor automation for advanced flood prevention. Implement smart water shutoff and DIY solutions for ultimate home protection. Home Assistant 9 min read
  16. 08 Sept Mastering AI Video Prompt Engineering & 3D Asset Generation in Real-Time Learn AI video prompt engineering techniques and how to generate real-time 3D assets, with practical guidance for game and interactive media developers. Prompt engineering 9 min read
  17. 07 Sept Proxmox LXC WikiJS Setup: Your Self-Hosted Knowledge Base Guide Deploy WikiJS and BookStack in Proxmox LXC containers to build a self-hosted knowledge base, with step-by-step configuration and storage setup. Proxmox & home lab 10 min read
  18. 03 Sept Advanced Claude Code Security Vulnerability Scanning See how Claude Code performs security vulnerability scanning across your codebase, catching critical flaws early in the SDLC. Claude Code 6 min read
  19. 03 Sept Optimizing DAO Governance with MCP Agents Apply MCP agents to DAO governance: deployment patterns, automated decision workflows, and strategies for improving participation and efficiency. Agents & MCP 10 min read
  20. 01 Sept Mastering Prompt Engineering for Synthetic Data Generation: LLM Training Apply prompt engineering techniques to generate synthetic datasets for LLM training, covering data diversity, quality control, and bias reduction. Prompt engineering 6 min read
  21. 01 Sept Running Docker & Podman Workloads on Proxmox LXCs: Best Practices Master best practices for running Docker on Proxmox LXC and Podman workloads within containers. Optimize performance, security, and resource management for your home lab or production deployments. Proxmox & home lab 6 min read

August 2026

  1. 31 Aug Fine-Tuning LLM for MCP Agents: Unlocking Specialized Performance Master fine-tuning LLM for MCP agents. Learn to create custom, domain-specific AI agents for improved accuracy and specialized performance. Agents & MCP 9 min read
  2. 27 Aug Automated Prompt Evaluation & Monitoring for Production LLMs Master automated prompt evaluation and monitoring for production LLMs. Ensure quality, performance, and reliability with advanced strategies. Prompt engineering 9 min read
  3. 27 Aug Claude Code for Automated API Design & OpenAPI Spec Gen: A Developer's Guide Use Claude Code to design REST APIs and generate OpenAPI specs automatically, improving documentation quality and speeding up API development. Claude Code 9 min read
  4. 27 Aug Home Assistant Physical Security: Access Control & Smart Alarms Set up Home Assistant to manage physical security: configure smart locks, integrate access control systems, and build a custom HA alarm workflow. Home Assistant 8 min read
  5. 25 Aug Claude Code Advanced Error Handling & Self-Correction: Building Resilient AI Workflows Master error handling and self-correction techniques in Claude Code to build AI workflows that detect, report, and recover from failures automatically. Claude Code 10 min read
  6. 25 Aug Mastering MCP Multi-Agent State Management & Context Learn how to manage persistent state and synchronize context across MCP multi-agent systems to keep agents coherent across sessions. Agents & MCP 8 min read
  7. 20 Aug Proxmox Home Lab Energy Optimization: Monitor & Reduce Costs Master Proxmox energy optimization in your home lab. Learn to monitor Proxmox power consumption, implement efficiency strategies, and reduce electricity costs with practical tips and Grafana energy monitoring. Proxmox & home lab 10 min read
  8. 20 Aug Secure MCP Agent Communication: A Dev Guide Master secure MCP agent communication with this developer's guide. Learn about authentication, encryption, and best practices for distributed AI security. Agents & MCP 8 min read
  9. 18 Aug Claude Code Custom LLM Integration: Specialized AI Workflows Explore Claude Code custom LLM integration for specialized AI workflows. Learn to fine-tune models, integrate local LLMs, and orchestrate complex solutions. Claude Code 8 min read
  10. 18 Aug Home Assistant Local Whisper & TTS: The Ultimate Privacy Voice Assistant Set up Home Assistant with local Whisper speech recognition and local TTS to run a fully offline voice assistant without cloud dependencies. Home Assistant 9 min read
  11. 17 Aug Debugging Advanced Prompt Failures: A Practical LLM Guide Master LLM prompt failures with this practical guide. Learn advanced debugging techniques for prompt errors and Chain of Thought issues. Prompt engineering 11 min read
  12. 13 Aug Claude Code Testing Strategy: Ensuring AI-Generated Code Quality A practical guide to testing AI-generated code with Claude Code: coverage strategies, test patterns, and techniques for verifying output correctness. Claude Code 9 min read
  13. 13 Aug Proxmox OVN Networking: Advanced SDN for Home Lab Mastery Install and configure Proxmox OVN networking to build software-defined networks for VMs and LXC, including VLAN isolation and network automation. Proxmox & home lab 10 min read
  14. 13 Aug Real-time Human Feedback for MCP Agents: Continuous Learning & Adaptive AI Discover how real-time MCP agent human feedback drives continuous learning and powers adaptive AI agents. Learn practical strategies for implementation and best practices. Agents & MCP 9 min read
  15. 11 Aug Claude Code for IaC Generation: Terraform & Pulumi Automation See how Claude Code generates Terraform and Pulumi code, automates IaC workflows, and reduces manual configuration work in cloud infrastructure projects. Claude Code 8 min read
  16. 11 Aug MCP Agents for Financial Analysis: Market Insights & Trading Build MCP agents for financial analysis, covering market data retrieval, automated research pipelines, and deploying AI trading agents. Agents & MCP 8 min read
  17. 10 Aug Proxmox Immutable Cloud Backup: Your Ransomware Protection Guide Master Proxmox immutable cloud backup. Learn how to protect your home lab from ransomware with S3 and Backblaze B2, ensuring data safety. Proxmox & home lab 9 min read
  18. 06 Aug Home Assistant & Open-Source PLCs: Industrial Automation DIY Revolution Connect open-source PLCs and ESP32 boards to Home Assistant to build DIY industrial automation, with step-by-step wiring and integration guides. Home Assistant 9 min read
  19. 06 Aug Prompt Engineering SLMs: On-Device Efficiency & Accuracy Master Prompt Engineering for SLMs. Discover techniques for on-device efficiency and accuracy in small language models. Prompt engineering 8 min read
  20. 04 Aug Claude Code Bash Script Generation: Automate DevOps Tasks Learn how Claude Code generates bash scripts for common DevOps tasks, from file automation to deployment pipelines and Linux system management. Claude Code 8 min read
  21. 04 Aug Real-Time MCP Edge AI Agents: Mastering Local Decision Making Deploy real-time MCP edge AI agents for local decision making, with guidance on configuring multi-agent systems and optimizing inference at the edge. Agents & MCP 8 min read

July 2026

  1. 30 Jul Proxmox Ceph Storage: Scalable & Highly Available Home Lab Build a Proxmox Ceph storage cluster for your home lab: covers installation, configuration, and tuning for highly available, scalable data storage. Proxmox & home lab 10 min read
  2. 28 Jul Build a Secure Proxmox VPN Server for Home Lab Access Set up a WireGuard or OpenVPN VPN server on Proxmox to get secure remote access to your home lab VMs and LXC containers from any network. Proxmox & home lab 6 min read
  3. 28 Jul Designing Robust MCP Inter-Agent Communication Protocols Master the design of efficient and secure MCP inter-agent communication protocols. This guide covers standards, scalability, and practical implementation for multi-agent systems. Agents & MCP 9 min read
  4. 27 Jul Claude Code Data Cleaning & Transformation: Your AI Assistant Master Claude Code data cleaning and AI data transformation. Learn to automate ETL, data prep, and boost efficiency with practical Claude Code examples. Claude Code 9 min read
  5. 23 Jul Mastering Home Assistant Local Network Security Monitoring Set up Home Assistant network security monitoring with local IDS, intrusion detection, and automated alerts to protect your smart home. Home Assistant 8 min read
  6. 23 Jul MCP Agent Persistent Storage Architectures for Production Compare persistent storage architectures for MCP agents in production: databases, memory patterns, and scaling trade-offs explained with examples. Agents & MCP 10 min read
  7. 21 Jul Home Assistant Predictive Energy Control with Local ML Train local machine learning models in Home Assistant to forecast energy usage, automate appliance scheduling, and reduce electricity costs. Home Assistant 10 min read
  8. 21 Jul Mastering Claude Code for Custom Linting & Code Quality Checks Define custom linting rules with Claude Code, automate code review steps, and integrate AI-driven quality checks into your development workflow. Claude Code 8 min read
  9. 20 Jul Proxmox GPU Passthrough for Frigate & Local AI Vision Set up Proxmox GPU passthrough for Frigate to run local AI vision and object detection, with step-by-step configuration for smart home environments. Proxmox & home lab 12 min read
  10. 16 Jul Claude Code Local Development: Integrating with VS Code & Docker Master efficient Claude Code local development. Learn to integrate Claude Code with VS Code and Docker for a streamlined, isolated AI coding assistant environment, boosting productivity and code quality. Claude Code 6 min read
  11. 16 Jul Dynamic Prompt Generation for AI Agents: Adaptive LLM Workflows Explore dynamic prompt generation techniques for AI agents. Master adaptive LLM workflows, contextual prompt engineering, and prompt chaining for enhanced automation. Prompt engineering 9 min read
  12. 16 Jul Proxmox Media Server LXC: Plex & Jellyfin Setup Guide Master your Proxmox media server LXC setup. This guide details Plex and Jellyfin container deployment for your home lab. Proxmox & home lab 10 min read
  13. 14 Jul Home Assistant AppDaemon: Python Scripting for Advanced Automations Learn to write Python automations with Home Assistant AppDaemon, from installation and setup to building complex event-driven smart home scripts. Home Assistant 11 min read
  14. 13 Jul LLM Self-Correction Prompting: Enhance AI Accuracy & Output Master LLM self-correction prompting to significantly boost generative AI accuracy and output quality. Explore advanced techniques for prompt refinement. Prompt engineering 8 min read
  15. 13 Jul Long-Term Memory for MCP Agents: Architecting Persistent AI Explore MCP agent long-term memory. Learn to architect persistent AI agents with advanced memory management and context engineering. Agents & MCP 9 min read
  16. 09 Jul Claude Code Custom Tool Creation: Beyond Basic API Calls Master Claude Code custom tool creation. This guide goes beyond basic API calls, showing tech-savvy developers how to build powerful, intelligent tools for advanced Claude function calling and external API integration. Enhance your AI agent capabilities. Claude Code 9 min read
  17. 09 Jul Home Assistant Secure Remote Access: VPN & Cloudflare Tunnel Compare VPN and Cloudflare Tunnel options for Home Assistant secure remote access, with setup steps and security considerations for each method. Home Assistant 10 min read
  18. 09 Jul Proxmox Disaster Recovery: Bare-Metal Restore & VM Replication Set up Proxmox disaster recovery with bare-metal restore procedures, VM replication configuration, and backup strategies for home lab data protection. Proxmox & home lab 9 min read
  19. 07 Jul Proxmox Firewall Rules: Advanced Security & Proxmox Internal Firewall for VMs/LXC Configure Proxmox internal firewall rules for VMs and LXC containers: covers guest isolation, network segmentation, and security best practices. Proxmox & home lab 10 min read
  20. 07 Jul Seamless Integration: Home Assistant Matter Bridge for Non-Native Devices Add non-native and legacy devices to your Matter smart home network using the Home Assistant Matter bridge, with pairing steps and compatibility notes. Home Assistant 9 min read
  21. 06 Jul AI Agent Web Scraping: Real-time Data Collection with MCP Master AI agent web scraping for real-time data. Learn how MCP enables automated data extraction and agentic data collection for unparalleled insights. Agents & MCP 9 min read
  22. 02 Jul Mastering Home Assistant Local Voice Control with Rhasspy & OpenWakeWord Configure Home Assistant local voice control with Rhasspy and OpenWakeWord to process all commands on-device, keeping your data private. Home Assistant 9 min read
  23. 02 Jul Prompt Engineering DALL-E 4 & Midjourney: Master Visual AI Master prompt engineering for DALL-E 4 and Midjourney: learn techniques for controlling style, composition, and detail in AI image generation. Prompt engineering 8 min read

June 2026

  1. 30 Jun Building Self-Healing MCP Agents: Resilient AI Systems Learn design patterns for self-healing MCP agents, including fault-tolerant structures and automated error recovery strategies for AI systems. Agents & MCP 10 min read
  2. 30 Jun Proxmox with TrueNAS Scale: Advanced Storage for Home Labs Connect Proxmox to TrueNAS Scale for scalable home lab storage, covering ZFS pool configuration, NFS/iSCSI sharing, and performance optimization. Proxmox & home lab 9 min read
  3. 29 Jun Secure Claude Code API Keys & Team Management Master Claude Code API security. Learn best practices for key management, access control, and team collaboration to protect your AI projects. Claude Code 8 min read
  4. 25 Jun Prompt Injection Defense: Securing Your LLM Applications Defend LLM applications against prompt injection: learn attack patterns, detection methods, and mitigation techniques to keep your AI systems secure. Prompt engineering 7 min read
  5. 25 Jun Proxmox Low Power Server: Build Your Efficient 24/7 Home Lab Discover how to build a Proxmox low power server for an energy-saving 24/7 home lab. Optimize your homelab for efficiency and cost. Proxmox & home lab 9 min read
  6. 23 Jun Debugging Claude Code: Essential Strategies for AI-Generated Code Master debugging Claude Code with practical strategies for AI-generated code. Learn to troubleshoot AI code errors, optimize your AI developer workflow, and enhance code reliability. Claude Code 7 min read
  7. 23 Jun Human-AI Agent Collaboration: Designing Effective Workflows Learn to design workflows where humans and AI agents divide tasks, with patterns for handoffs, oversight levels, and effective team composition. Agents & MCP 8 min read
  8. 22 Jun Home Assistant InfluxDB & Grafana: Smart Home Data Logging Set up InfluxDB and Grafana with Home Assistant to log sensor data, build time-series dashboards, and analyze smart home trends. Home Assistant 9 min read
  9. 18 Jun Deploying Serverless AI Agents with MCP on AWS Lambda Learn how to deploy scalable Serverless AI agents using MCP on AWS Lambda. Master multi-agent deployment for advanced AI cloud functions. Agents & MCP 8 min read
  10. 18 Jun Prompt Versioning with Git: Best Practices for LLM Dev Master prompt versioning with Git for LLM development. Learn best practices for structured repositories, CI/CD integration, and advanced prompt management workflows. Prompt engineering 8 min read
  11. 18 Jun Proxmox K3s Cluster: Lightweight Kubernetes for Home Labs Master the deployment of a Proxmox K3s cluster in your home lab. This guide covers setting up efficient container orchestration with self-hosted K3s on Proxmox VMs. Proxmox & home lab 9 min read
  12. 16 Jun Claude Code for React Devs: UI Components & State Management Learn how Claude Code helps React developers build UI components, manage state, and speed up day-to-day coding tasks in modern React applications. Claude Code 7 min read
  13. 15 Jun Multimodal Prompt Engineering: Beyond Text for Advanced LLMs Master multimodal prompt engineering. Explore visual prompting, image-to-text, and advanced AI techniques for next-gen LLMs. Prompt engineering 9 min read
  14. 11 Jun Accelerate Mobile App Development with Claude Code Learn how to use Claude Code to speed up Flutter and React Native development, from scaffolding components to debugging and testing. Claude Code 8 min read
  15. 11 Jun Ethical AI Agent Governance for MCP Systems: Best Practices Best practices for governing AI agents in MCP systems, covering bias mitigation, transparency requirements, and responsible multi-agent deployment. Agents & MCP 7 min read
  16. 11 Jun Securing Internet-Facing Proxmox Services: Advanced Proxmox Internet Security Guide Harden internet-facing Proxmox services using firewall rules, 2FA, network segmentation, and monitoring to secure your home lab perimeter. Proxmox & home lab 8 min read
  17. 08 Jun Home Assistant Automation with Dynamic Energy Tariffs How to automate Home Assistant appliances based on real-time energy prices, with step-by-step configuration for dynamic tariff integrations. Home Assistant 9 min read
  18. 04 Jun Adaptive MCP Agents: Continuous Learning & Self-Improvement Explore building adaptive MCP agents. Learn how continuous learning and self-improvement drive dynamic agent behavior for complex tasks. Agents & MCP 10 min read
  19. 04 Jun Mastering Prompt Version Control & Management for Production LLMs Explore essential strategies for prompt version control and management in production LLMs. Learn to implement prompt as code, track changes, and optimize your LLM prompt lifecycle effectively. Prompt engineering 8 min read
  20. 04 Jun Proxmox NFS Storage & iSCSI Integration for VMs/LXC Integrate NFS shares and iSCSI targets as external storage in Proxmox for VMs and LXC containers, covering setup steps and performance best practices. Proxmox & home lab 10 min read
  21. 02 Jun Mastering Claude Code Refactoring & Automated Test Generation Explore how Claude Code refactoring and automated test generation are transforming software development. Enhance code quality, reduce tech debt, and accelerate your dev cycles with AI. Claude Code 7 min read
  22. 01 Jun Claude Code Custom Data Sources: Integrate APIs & Databases Connect Claude Code to custom APIs and databases so the AI can query live data and generate context-aware code against your specific schemas. Claude Code 8 min read

May 2026

  1. 28 May Ethical AI Agents: Bias Mitigation & Responsible Development In, building ethical AI agents is paramount. Discover practical strategies for AI agent bias prevention and responsible AI development, ensuring fairness and transparency. Agents & MCP 7 min read
  2. 28 May Home Assistant Local AI Vision: Frigate Integration & Object Detection Integrate Frigate with Home Assistant to run local object detection, build a privacy-first NVR, and trigger automations from camera events. Home Assistant 8 min read
  3. 26 May Proxmox High Availability Cluster: Build a Resilient Home Lab Set up a Proxmox High Availability cluster with shared storage and automatic VM failover to keep your home lab running through node failures. Proxmox & home lab 9 min read
  4. 21 May Vibe Coding: What It Means & How to Do It Right Understand what vibe coding means, how to apply it in practice, and which AI tools help you build a productive development flow for your projects. Agents & MCP 6 min read
  5. 20 May Proxmox Home Lab Cost Analysis: Cloud vs Self-Host Debating a Proxmox home lab? This guide breaks down the true proxmox cost, comparing self-hosting against cloud alternatives, including ROI and hidden expenses. Proxmox & home lab 9 min read
  6. 19 May Mastering Proxmox Automation with Ansible: A Practical Guide Use Ansible to automate Proxmox VM and LXC deployment, configure storage and networking, and manage your virtualization infrastructure as code. Proxmox & home lab 7 min read
  7. 18 May ESPHome DIY Sensors: A Developer's Practical Guide How to build, configure, and integrate ESP32 and ESP8266 DIY sensors using ESPHome, with Home Assistant setup and practical automation examples. Home Assistant 7 min read
  8. 17 May Claude Code for Beginners: Unleashing AI Power Without Deep Coding A practical guide for non-developers on using Claude Code to automate tasks, generate content, and analyze data without deep programming knowledge. Claude Code 7 min read
  9. 16 May Chain of Thought vs Few-Shot Prompting: When to Use Which Master the art of prompt engineering by understanding chain of thought prompting and few-shot techniques. Learn when to apply each for optimal LLM performance. Prompt engineering 8 min read
  10. 11 May Advanced RAG Prompt Engineering: Grounding LLMs for Production Master advanced RAG prompt engineering to ground LLMs, reduce hallucinations, and build reliable AI production systems. Prompt engineering 7 min read
  11. 07 May Claude Code CI/CD Integration: Automate Your Dev Workflow Connect Claude Code to your CI/CD pipeline to automate code reviews, testing gates, and deployment steps across your development workflow. Claude Code 9 min read

April 2026

  1. 30 Apr Home Assistant Matter Thread: Your Ultimate Integration Guide Master Home Assistant Matter Thread integration. This guide covers setup, best practices, and future-proofing your smart home. Home Assistant 8 min read
  2. 29 Apr Unleashing Local AI with Home Assistant: Ollama Integration Integrate Ollama with Home Assistant to run local AI models for private, offline automations and smart home control without sending data to the cloud. Home Assistant 8 min read
  3. 28 Apr Debugging Multi-Agent AI Systems: Essential Tools & Strategies Master the art of debugging multi-agent systems. Explore essential tools and strategies for AI agent observability, tracing interactions, and troubleshooting complex AI agent workflows effectively. Agents & MCP 7 min read
  4. 28 Apr Proxmox ZFS Performance Tuning: Optimize Your Home Lab Storage Tune Proxmox ZFS storage performance by adjusting ARC and L2ARC cache sizes, enabling compression, and applying dataset settings for VMs and containers. Proxmox & home lab 10 min read
  5. 28 Apr System Prompt Best Practices for Production Apps Learn system prompt design patterns, testing methods, and deployment strategies to make your production AI applications more reliable and predictable. Prompt engineering 6 min read
  6. 27 Apr Proxmox LXC vs VM: Choosing the Right Virtualization Navigating Proxmox LXC vs VM can be tricky. This guide helps you decide between containers and virtual machines for your Proxmox setup, focusing on performance, isolation, and use cases. Proxmox & home lab 11 min read
  7. 26 Apr Proxmox GPU Passthrough for AI Workloads: Step-by-Step Guide Pass an NVIDIA GPU through to a Proxmox VM for Ollama and CUDA, or share a GPU with LXC containers: IOMMU, vfio-pci, VM settings, testing and fixes. Proxmox & home lab 8 min read
  8. 25 Apr Proxmox Backup Strategy: Complete Guide A Proxmox backup plan that survives a dead disk: vzdump jobs and retention, Proxmox Backup Server, host config, off-site copies and tested restores. Proxmox & home lab 7 min read
  9. 24 Apr Mastering Multi-Agent AI Orchestration: Practical Examples Dive into multi-agent AI orchestration with practical code examples. Learn to coordinate sophisticated agent teams for complex tasks, enhancing automation and efficiency with multi-agent AI. Agents & MCP 7 min read
  10. 23 Apr Claude Code Cost Optimization: Mastering API Usage & Token Management Learn essential strategies for Claude Code cost optimization, focusing on efficient API usage and advanced token management techniques to significantly reduce your Claude Code expenses. Claude Code 8 min read
  11. 23 Apr Home Assistant Advanced Dashboard Development: Custom Cards & Lovelace UI How to build custom Lovelace cards and advanced Home Assistant dashboards, with practical examples for creating personalized smart home interfaces. Home Assistant 8 min read
  12. 23 Apr Mastering MCP Tool Descriptions for AI Agents Write clear, precise MCP tool descriptions that AI agents can interpret correctly, with examples covering naming, parameters, and edge cases. Prompt engineering 6 min read
  13. 22 Apr Mastering MCP Hosting & Deployment: A Developer's Guide Choose the right infrastructure, configure production deployments, and apply security best practices for hosting your MCP servers. Agents & MCP 8 min read
  14. 21 Apr Mastering Home Assistant Energy Monitoring Dashboard Set up and optimize a Home Assistant energy monitoring dashboard to track consumption, spot inefficiencies, and reduce electricity costs. Home Assistant 7 min read
  15. 20 Apr Mastering Claude Code Context Window Management for Developers Learn strategies to manage the Claude Code context window efficiently, keep prompts compact, and maintain coherent AI interactions across sessions. Claude Code 7 min read
  16. 20 Apr Mastering Claude Code Plugins & Advanced Skills Learn how to install and configure Claude Code plugins and develop advanced skills that extend your AI development workflow. Claude Code 7 min read
  17. 20 Apr Roborock Saros 20 Sonic: The Tech Behind 2026's Smartest Robot Vacuum A deep technical analysis of the Roborock Saros 20 Sonic Complete — from StarSight 2.0 navigation to VibraRise 5.0 sonic mopping, AdaptiLift 3.0 chassis, and Matter smart home integration. Available in Switzerland for CHF 1'099. Smart home 6 min read
  18. 19 Apr Home Assistant Automations Guide: From Basic to Advanced Smart Home Control A complete guide to Home Assistant automations covering triggers, conditions, and actions from simple on/off rules to complex data-driven sequences. Home Assistant 8 min read
  19. 18 Apr Building Custom Slash Commands in Claude Code for Enhanced Workflow Learn to define and use custom slash commands in Claude Code, from basic definitions to integrating external tools in your development workflow. Claude Code 8 min read
  20. 17 Apr AI Agent Framework Comparison: LangChain vs CrewAI vs AutoGen Explore the definitive ai agent framework comparison: LangChain vs CrewAI vs AutoGen. Discover strengths, use cases, and choose the best framework for your next agentic project. Agents & MCP 7 min read
  21. 16 Apr Agentic Engineering: The Next Evolution in AI Development Explore agentic engineering, the paradigm shift enabling autonomous AI agents to build and deploy software. Learn practical strategies for AI agent development. Agents & MCP 7 min read
  22. 16 Apr Observability AI Agents: Monitoring & Debugging Multi-Agent Systems Master observability for AI agents. Learn essential monitoring and debugging techniques for complex multi-agent systems to ensure reliability and performance. Agents & MCP 9 min read
  23. 15 Apr Advanced Home Assistant Blueprints for Developers Learn to write advanced Home Assistant blueprints with complex YAML automation templates and third-party integrations for your smart home. Home Assistant 7 min read
  24. 14 Apr Proxmox Advanced Networking: VLANs, Firewalls & Security Configure Proxmox advanced networking: step-by-step VLAN setup, firewall rules, and network segmentation strategies for improved security and performance. Proxmox & home lab 9 min read
  25. 13 Apr AI Coding Agents Are Changing How We Ship Software A practical look at how AI coding agents fit into real developer workflows — what works, what doesn't, and how to get the most out of them. Agents & MCP 7 min read
  26. 13 Apr SEO for Personal Websites: Your Ultimate Guide Master SEO for your personal website. Learn actionable strategies for content, technical SEO, and user experience to boost your online visibility. Agents & MCP 6 min read
  27. 11 Apr Master Your Audi EV Charging with Home Assistant Automation Integrate your Audi EV and home charger with Home Assistant to automate charging schedules, track energy use, and optimize off-peak charging. Home Assistant 8 min read
  28. 10 Apr Mastering Home Assistant Solar Automation: Your Guide to Smart Energy Automate your solar and battery system with Home Assistant to maximize self-consumption, shift loads, and cut energy costs year-round. Home Assistant 7 min read
  29. 09 Apr Writing for AI Search Results: A Practical Guide Master writing for AI search results. Learn practical strategies for content creation, keyword optimization, and structuring your articles to rank higher in AI-driven search. Agents & MCP 6 min read
  30. 08 Apr Mastering Home Assistant on Proxmox LXC: Setup Guide Walk through installing Home Assistant on Proxmox LXC step by step, covering container configuration, storage, and performance tuning. Home Assistant 7 min read
  31. 07 Apr Mastering Prompt Testing & CI/CD for AI Applications Build a prompt testing pipeline and integrate it with CI/CD to catch regressions, measure quality, and keep your LLM application outputs consistent. Prompt engineering 6 min read
  32. 06 Apr Mastering Prompt Engineering Claude: Beyond GPT-Centric Strategies Discover prompt engineering techniques specific to Claude, including how Anthropic's model differs from GPT and how to write more effective prompts for it. Prompt engineering 5 min read
  33. 05 Apr MCP Servers Explained: How to Connect AI to Your Tools What are MCP servers, how they work, and how to use them with Claude Code. A practical guide with real examples for developers. Agents & MCP 6 min read
  34. 05 Apr Proxmox Home Lab: A Practical Guide to Self-Hosting Learn how to set up a Proxmox home lab for self-hosting websites, apps, and automations. From hardware to containers, a hands-on guide. Proxmox & home lab 5 min read
  35. 05 Apr Proxmox Ollama Setup: Self-Hosted AI Server for Developers Build a self-hosted AI server by installing Ollama inside a Proxmox LXC container, with configuration steps for running local language models. Proxmox & home lab 8 min read
  36. 04 Apr Context Engineering vs Prompt Engineering: The Paradigm Shift Explore how context engineering has fundamentally evolved beyond prompt engineering, focusing on dynamic knowledge integration and agentic systems. Understand the practical shifts for AI development and future-proofing your LLM applications. Agents & MCP 8 min read
  37. 02 Apr MCP Security: Essential Developer Guide A developer guide to MCP security covering authentication methods, common vulnerabilities, server hardening, and best practices for safe deployments. Agents & MCP 6 min read
  38. 01 Apr Build Your First MCP Server Step by Step Follow this step-by-step guide to build and deploy your first Model Context Protocol server, covering setup, handlers, and tool registration. Agents & MCP 7 min read

March 2026

  1. 30 Mar Claude Code vs Cursor vs Copilot: An Honest Comparison A side-by-side comparison of Claude Code, Cursor, and Copilot covering features, pricing, and real-world coding assistant performance to help you choose. Claude Code 6 min read
  2. 30 Mar Prompt Engineering for Developers: Practical Guide & Code Examples A practical prompt engineering guide for developers with code examples, testing strategies, and techniques for integrating LLMs into applications. Prompt engineering 4 min read
  3. 28 Mar Claude Code Sub-Agents: Practical Examples & Advanced Strategies Explore how Claude Code sub-agents work, with practical examples covering parallel task execution, dispatch patterns, and strategies for complex workflows. Claude Code 7 min read
  4. 27 Mar CLAUDE.md Best Practices: Crafting the Perfect AI Project File Master CLAUDE.md best practices for your AI projects. Learn how to structure, configure, and manage your Claude code setup for optimal performance and collaboration. Claude Code 6 min read
  5. 27 Mar Getting Started with Claude Code: The Ultimate Guide A comprehensive guide to installing, configuring, and using Claude Code — Anthropic's AI-powered CLI for software engineering. Claude Code 4 min read
  6. 25 Mar Claude Code Hooks: The Complete Guide to Automation & Workflow A practical guide to Claude Code Hooks: how to set up custom hooks, automate repetitive tasks, and integrate them into existing development workflows. Claude Code 7 min read