Short essays and experiments on AI, platforms, and engineering practice.https://www.tomcompagno.com/en-ushttps://www.tomcompagno.com/blog/building-a-mini-ai-system-with-raspberry-pi-ai-hat-2/https://www.tomcompagno.com/blog/building-a-mini-ai-system-with-raspberry-pi-ai-hat-2/The Raspberry Pi AI HAT+ 2 positions the Raspberry Pi 5 as a practical edge-AI host for low-latency inference, sensor fusion, and compact automation. For techniFri, 27 Mar 2026 20:41:37 GMTraspberry-piedge-aiai-hat+low-latencysensor-fusioninferenceautomationhttps://www.tomcompagno.com/blog/the-8-000-surprise-and-the-slack-cringe-factor-building-a-new-era-of-micro-saas/https://www.tomcompagno.com/blog/the-8-000-surprise-and-the-slack-cringe-factor-building-a-new-era-of-micro-saas/For a long time, software development followed a predictable, slow-moving arc: idea, weeks of architecture, months of boilerplate, and finally—if the motivation held—a launch.Sat, 14 Mar 2026 19:28:58 GMTsoftware-engineeringaiinnovationautomationcodehttps://www.tomcompagno.com/blog/how-is-lean-six-sigma-affected-by-ai/https://www.tomcompagno.com/blog/how-is-lean-six-sigma-affected-by-ai/In today's rapidly evolving technological landscape, the integration of artificial intelligence (AI) into traditional business processes is not just a trend but...Thu, 12 Mar 2026 17:43:28 GMTleansix-sigmaartificial-intelligenceaitechnicalleadershiphttps://www.tomcompagno.com/blog/product-development-in-an-ai-world-18b44/https://www.tomcompagno.com/blog/product-development-in-an-ai-world-18b44/In today's rapidly evolving technological landscape, artificial intelligence (AI) has become a cornerstone of innovation in product development. For technology ...Thu, 12 Mar 2026 17:43:28 GMTproduct-developmenttechnicalleadershiparchitectureartificial-intelligenceinnovationhttps://www.tomcompagno.com/blog/saas-is-dead/https://www.tomcompagno.com/blog/saas-is-dead/In the rapidly evolving landscape of technology, the debate around the longevity and relevance of Software as a Service (SAAS) models has gained momentum. As te...Thu, 12 Mar 2026 17:43:28 GMTsaasartificial-intelligencesoftwareinnovationtechnicalleadershiphttps://www.tomcompagno.com/blog/choosing-your-runner-lm-studio-vs-ollama-vs-kobold/https://www.tomcompagno.com/blog/choosing-your-runner-lm-studio-vs-ollama-vs-kobold/In the ever-evolving landscape of artificial intelligence (AI) and machine learning (ML), the ability to efficiently load and interact with quantized model file...Fri, 06 Mar 2026 15:53:23 GMTaimachine-learningsoftwaretutoriallarge-language-modelstoolshttps://www.tomcompagno.com/blog/the-command-center-installation-and-setup/https://www.tomcompagno.com/blog/the-command-center-installation-and-setup/In an era where software development complexities are on the rise, efficient project management and codebase indexing have emerged as pivotal factors for techni...Fri, 06 Mar 2026 15:53:23 GMTclaude-codesoftware-engineeringtechnicalleadershipproject-managementhttps://www.tomcompagno.com/blog/the-guardrails-hooks-and-permission-management/https://www.tomcompagno.com/blog/the-guardrails-hooks-and-permission-management/In an era dominated by continuous integration and delivery, automating various aspects of the software development lifecycle has become an indispensable strateg...Fri, 06 Mar 2026 15:53:23 GMTautomationintegrationtechnicalleadershipsoftware-engineeringhttps://www.tomcompagno.com/blog/the-high-performers-toolkit-mcps-and-agent-teams/https://www.tomcompagno.com/blog/the-high-performers-toolkit-mcps-and-agent-teams/In an era dominated by the quest for operational efficiency and automation, technical leaders are incessantly on the lookout for tools and methodologies that ca...Fri, 06 Mar 2026 15:53:23 GMTmcpagenticaitechnicalhttps://www.tomcompagno.com/blog/the-new-era-of-software-engineering-in-2026-youtube/https://www.tomcompagno.com/blog/the-new-era-of-software-engineering-in-2026-youtube/Software engineering is a field that is continuously evolving, spurred by both incremental advancements and groundbreaking innovations. As we move deeper into t...Fri, 06 Mar 2026 15:53:23 GMTprocesssoftware-engineeringhttps://www.tomcompagno.com/blog/the-source-of-truth-crafting-your-claudemd/https://www.tomcompagno.com/blog/the-source-of-truth-crafting-your-claudemd/In the evolving landscape of technology projects, maintaining consistency and upholding standards across a team's development cycle has become more crucial than...Fri, 06 Mar 2026 15:53:23 GMTclaude-codestandardsmarkdownleadershiptechnicalcodehttps://www.tomcompagno.com/blog/the-terminal-takeover-what-is-claude-code/https://www.tomcompagno.com/blog/the-terminal-takeover-what-is-claude-code/In recent years, the integration of artificial intelligence (AI) into software development processes has significantly advanced. One of the most notable introdu...Fri, 06 Mar 2026 15:53:23 GMTclaude-codeanthropicaiintegrationartificial-intelligencesoftware-engineeringhttps://www.tomcompagno.com/blog/the-thinking-loop-plan-mode-vs-execution/https://www.tomcompagno.com/blog/the-thinking-loop-plan-mode-vs-execution/In the realm of software development, the bridge between concept and reality is often a battleground of efficiency, strategy, and foresight. This dynamic has le...Fri, 06 Mar 2026 15:53:23 GMTsoftware-engineeringworkflowtechnicalleadershipagentichttps://www.tomcompagno.com/blog/claude-code-outside-the-box-thinking/https://www.tomcompagno.com/blog/claude-code-outside-the-box-thinking/In the realm of software development and AI-driven solutions, innovation and the ability to think beyond conventional boundaries are pivotal. Among the multitudThu, 26 Feb 2026 15:14:11 GMTsoftware-engineeringaiartificial-intelligenceclaude-codecreativehttps://www.tomcompagno.com/blog/agentic-workflows-giving-your-ai-hands/https://www.tomcompagno.com/blog/agentic-workflows-giving-your-ai-hands/In the journey toward true digital transformation, AI has moved from a mere concept of sci-fi novels into the driver's seat of modern technological innovation. ...Sun, 22 Feb 2026 17:35:42 GMTagenticworkflown8ndigital-transformationaiartificial-intelligencehttps://www.tomcompagno.com/blog/from-chatbot-to-assistant-the-power-of-integration/https://www.tomcompagno.com/blog/from-chatbot-to-assistant-the-power-of-integration/In the realm of tech, the evolution of chatbots into smart assistants has been a game-changer. Initially, interactions with AI were limited to simple command re...Sun, 22 Feb 2026 17:35:42 GMTchatbotassistantintegrationtutoriallocaldatatechnicalhttps://www.tomcompagno.com/blog/local-rag-teaching-your-ai-about-your-life/https://www.tomcompagno.com/blog/local-rag-teaching-your-ai-about-your-life/In the rapidly advancing world of artificial intelligence, the ability to integrate personal knowledge bases into AI models for customized information retrieval...Sun, 22 Feb 2026 17:35:42 GMTtutorialragaiartificial-intelligenceinnovationdigital-transformationhttps://www.tomcompagno.com/blog/multi-modal-rag-talking-to-your-images-and-videos/https://www.tomcompagno.com/blog/multi-modal-rag-talking-to-your-images-and-videos/In an era where digital content is king, the ability to interact with media in novel ways is not just desirable but essential. The emergence of Multi-Modal Retr...Sun, 22 Feb 2026 17:35:42 GMTlarge-language-modelsmulti-modalragaitutorialdatabasehttps://www.tomcompagno.com/blog/the-first-boot-downloading-and-running-your-first-gguf/https://www.tomcompagno.com/blog/the-first-boot-downloading-and-running-your-first-gguf/Embarking on the journey of exploring Generative AI and its capabilities is an exciting endeavor. With the rapid advancements in AI technology, tools like the G...Sun, 22 Feb 2026 17:35:42 GMTgenerativeaiartificial-intelligencetutorialmachine-learningpromptlarge-language-modelshttps://www.tomcompagno.com/blog/the-vector-vault-understanding-local-databases/https://www.tomcompagno.com/blog/the-vector-vault-understanding-local-databases/In the realm of data management and retrieval, innovative methods are constantly developed to handle the exponential growth of information. Among these, certain...Sun, 22 Feb 2026 17:35:42 GMTvectordatabasedatatoolsaiartificial-intelligencelocaltutorialhttps://www.tomcompagno.com/blog/poisoned-wells-training-data-flaws/https://www.tomcompagno.com/blog/poisoned-wells-training-data-flaws/In an era of technological sophistication, where artificial intelligence (AI) and machine learning (ML) stand at the forefront of innovation, the integrity and ...Sun, 22 Feb 2026 16:04:50 GMTbiastrainingdatamachine-learningtechnicalleadershiphttps://www.tomcompagno.com/blog/quantization-fitting-a-giant-in-a-small-box/https://www.tomcompagno.com/blog/quantization-fitting-a-giant-in-a-small-box/In the world of artificial intelligence (AI) and machine learning, models are growing rapidly in complexity and size. These large models often require extensive...Sun, 22 Feb 2026 16:04:50 GMTaioptimizationartificial-intelligencetutorialmachine-learninghardwarehttps://www.tomcompagno.com/blog/the-ai-conscience-safety-ethics-and-society/https://www.tomcompagno.com/blog/the-ai-conscience-safety-ethics-and-society/In an era where artificial intelligence (AI) influences almost every facet of our lives—from how we work, shop, and entertain ourselves to how we make key decis...Sun, 22 Feb 2026 16:04:50 GMTethicssafetytechnicalinnovationaiartificial-intelligencehttps://www.tomcompagno.com/blog/the-bias-audit-stress-testing-the-code/https://www.tomcompagno.com/blog/the-bias-audit-stress-testing-the-code/In the rapidly advancing field of artificial intelligence (AI) and machine learning, bias in algorithms poses significant ethical, social, and legal challenges....Sun, 22 Feb 2026 16:04:50 GMTbiasethicsmachine-learningaimathmaticalfairnessartificial-intelligencehttps://www.tomcompagno.com/blog/the-digital-persona-generative-ai/https://www.tomcompagno.com/blog/the-digital-persona-generative-ai/In the rapidly evolving landscape of technology, generative artificial intelligence (AI) is emerging as a transformative force, reshaping the way businesses creSun, 22 Feb 2026 16:04:50 GMTtechnicalleadershiphttps://www.tomcompagno.com/blog/the-guardrails-rlhf-human-feedback/https://www.tomcompagno.com/blog/the-guardrails-rlhf-human-feedback/In an era where artificial intelligence (AI) has become an integral part of many industries, ensuring the safety, accuracy, and human-like interaction of AI sys...Sun, 22 Feb 2026 16:04:50 GMTsafetyethicshumantechnicalleadershipaitraininghttps://www.tomcompagno.com/blog/the-hardware-check-can-your-pc-handle-it/https://www.tomcompagno.com/blog/the-hardware-check-can-your-pc-handle-it/In the realm of AI, particularly when local Large Language Models (LLM) come into the picture, the harmony of hardware components becomes not just beneficial, b...Sun, 22 Feb 2026 16:04:50 GMThardwarelarge-language-modelsvramaistorageramartificial-intelligencearchitecturehttps://www.tomcompagno.com/blog/the-language-masters-large-language-models-llms/https://www.tomcompagno.com/blog/the-language-masters-large-language-models-llms/In the rapidly evolving tech landscape, technology leaders and executives are constantly on the lookout for innovations that can offer a competitive edge. Among...Sun, 22 Feb 2026 16:04:50 GMTgenerativelarge-language-modelsaiinnovationtechnicalleadershiphttps://www.tomcompagno.com/blog/the-mirror-problem-algorithmic-bias/https://www.tomcompagno.com/blog/the-mirror-problem-algorithmic-bias/In an era where artificial intelligence (AI) systems increasingly make decisions that affect every aspect of our lives, from job applications to loan approvals,...Sun, 22 Feb 2026 16:04:50 GMTethicsdatafairnessmachine-learningtechnicalleadershipbiashttps://www.tomcompagno.com/blog/the-proxy-trap-hidden-variables/https://www.tomcompagno.com/blog/the-proxy-trap-hidden-variables/In an age where artificial intelligence (AI) increasingly makes decisions that affect our daily lives, from credit approvals to job recommendations, ensuring th...Sun, 22 Feb 2026 16:04:50 GMTbiasethicsdataartificial-intelligenceaiproxyvariableshttps://www.tomcompagno.com/blog/the-training-phase-pre-training-fine-tuning/https://www.tomcompagno.com/blog/the-training-phase-pre-training-fine-tuning/In the rapidly evolving landscape of artificial intelligence, Large Language Models (LLMs) have come to the forefront as tools of immense power and versatility....Sun, 22 Feb 2026 16:04:50 GMTlarge-language-modelsaitrainingdigital-transformationautomationfine-tuninghttps://www.tomcompagno.com/blog/the-vram-bottleneck-why-the-gpu-is-king/https://www.tomcompagno.com/blog/the-vram-bottleneck-why-the-gpu-is-king/In the realm of artificial intelligence (AI) and machine learning (ML), the hardware on which models run is just as critical as the algorithms themselves. Among...Sun, 22 Feb 2026 16:04:50 GMTvramgpuartificial-intelligenceaimachine-learninglarge-language-modelshardwarehttps://www.tomcompagno.com/blog/why-go-local-the-case-for-private-ai/https://www.tomcompagno.com/blog/why-go-local-the-case-for-private-ai/The rising tide of artificial intelligence (AI) applications has revolutionized how we approach problem-solving, data analysis, and automation in our daily liveSun, 22 Feb 2026 16:04:50 GMTprivatedatalocalcosttutorialcloudailarge-language-modelshttps://www.tomcompagno.com/blog/4-emerging-software-engineering-trends-for-the-next-year/https://www.tomcompagno.com/blog/4-emerging-software-engineering-trends-for-the-next-year/The landscape of software engineering continues to evolve at a rapid pace, with new methodologies, technologies, and concepts emerging to address the complexiti...Sat, 21 Feb 2026 19:24:08 GMTsoftware-engineeringleadershiptechnicalhttps://www.tomcompagno.com/blog/how-advancements-in-technology-have-impacted-leadership/https://www.tomcompagno.com/blog/how-advancements-in-technology-have-impacted-leadership/In the rapidly evolving landscape of modern technology, leadership within technical domains has undergone a profound transformation. This evolution is not merel...Sat, 21 Feb 2026 19:24:08 GMTleadershiphttps://www.tomcompagno.com/blog/new-robert-half-research-reveals-severity-of-the-technology-/https://www.tomcompagno.com/blog/new-robert-half-research-reveals-severity-of-the-technology-/In an era where technology is at the forefront of business evolution, the gap in skilled technology professionals continues to widen, posing significant challen...Sat, 21 Feb 2026 19:24:08 GMTleadershiptechnicalartificial-intelligencehttps://www.tomcompagno.com/blog/sd-times-software-development-news/https://www.tomcompagno.com/blog/sd-times-software-development-news/Software engineering is a constantly evolving field where yesterday's innovations become today's fundamentals. Keeping pace with these advancements is critical ...Sat, 21 Feb 2026 19:24:08 GMTsoftware-engineeringstartupci-cdhttps://www.tomcompagno.com/blog/the-architecture-neural-networks/https://www.tomcompagno.com/blog/the-architecture-neural-networks/In the realm of artificial intelligence (AI), neural networks have taken center stage as a fundamental architecture that mirrors the complexity and functionalit...Sat, 21 Feb 2026 19:24:08 GMTneural-networksartificial-intelligenceaiarchitectureleadershiptechnicalhttps://www.tomcompagno.com/blog/the-engine-room-machine-learning-ml/https://www.tomcompagno.com/blog/the-engine-room-machine-learning-ml/In an era dominated by rapid technological advancements, machine learning (ML) emerges as a pivotal engine powering a myriad of transformative solutions across ...Sat, 21 Feb 2026 19:24:08 GMTmachine-learningtechnicalleadershipinnovationartificial-intelligenceaidata-sciencehttps://www.tomcompagno.com/blog/the-exciting-future-of-software-development-14-software-trends-/https://www.tomcompagno.com/blog/the-exciting-future-of-software-development-14-software-trends-/Software development is undergoing a seismic shift, driven by advancements in artificial intelligence (AI), software engineering practices, technical leadership...Sat, 21 Feb 2026 19:24:08 GMTleadershipdigital-transformationhttps://www.tomcompagno.com/blog/the-mechanics-attention-tokens/https://www.tomcompagno.com/blog/the-mechanics-attention-tokens/In the rapidly evolving landscape of technology leadership, understanding the underpinnings of advanced machine learning models is becoming increasingly critica...Sat, 21 Feb 2026 19:24:08 GMTtransformernatural-language-processingmachine-learningtokenizationtechnicalleadershipattention-mechanismhttps://www.tomcompagno.com/blog/the-secret-sauce-the-transformer-model/https://www.tomcompagno.com/blog/the-secret-sauce-the-transformer-model/In the ever-evolving landscape of technology, particularly in the realm of artificial intelligence (AI), a groundbreaking innovation known as the Transformer moSat, 21 Feb 2026 19:24:08 GMTtransformerneural-networksmachine-learningnatural-language-processingdigital-transformationtechnicalhttps://www.tomcompagno.com/blog/the-world-of-artificial-intelligence/https://www.tomcompagno.com/blog/the-world-of-artificial-intelligence/The realm of Artificial Intelligence (AI) is rapidly expanding, shaping the future of industries, revolutionizing how we interact with technology, and alteringSat, 21 Feb 2026 19:24:08 GMTtechnicalartificial-intelligenceleadershipaiethicsmachine-learninghttps://www.tomcompagno.com/blog/5-ways-finance-teams-can-turn-ai-hype-into-a-2026-/https://www.tomcompagno.com/blog/5-ways-finance-teams-can-turn-ai-hype-into-a-2026-/The exponential growth in Artificial Intelligence (AI) technologies presents a unique inflection point for finance teams.Sat, 14 Feb 2026 18:17:39 GMThttps://www.tomcompagno.com/blog/ai-in-devops-top-use-cases-you-need-to-know-smartdev/https://www.tomcompagno.com/blog/ai-in-devops-top-use-cases-you-need-to-know-smartdev/In the swift evolution of technology, the integration of Artificial Intelligence (AI) into DevOps has emerged as a transformative force, revolutionizing how devSat, 14 Feb 2026 18:17:39 GMThttps://www.tomcompagno.com/blog/morning-bid-ai-scatters-the-tech-herd-reuters/https://www.tomcompagno.com/blog/morning-bid-ai-scatters-the-tech-herd-reuters/In today's rapidly evolving technological landscape, Artificial Intelligence (AI) stands at the forefront, not just as an innovation but as a defining force tha...Sat, 14 Feb 2026 18:17:39 GMThttps://www.tomcompagno.com/blog/rust-2025-400k-salaries-go-ai-why-its-not-everywhere-yet/https://www.tomcompagno.com/blog/rust-2025-400k-salaries-go-ai-why-its-not-everywhere-yet/The technology landscape is evolving at an unprecedented pace, and programming languages sit at the core of this transformation.Sat, 14 Feb 2026 18:17:39 GMT