https://dmitryshteyn.com/blog Articles on AI, digital health, and performance marketing from Dmitry Shteyn. en-US Fri, 21 Aug 2026 20:46:30 GMT https://dmitryshteyn.com/blog/architecting-state-management-multi-agent-workflows https://dmitryshteyn.com/blog/architecting-state-management-multi-agent-workflows Fri, 21 Aug 2026 20:24:01 GMT Discover how decoupling logic from memory and treating agents as stateless microservices prevents context loss and scales enterprise automation. noreply@dmitryshteyn.com (Dmitry Shteyn) Agentic AI Enterprise Architecture Operations Data Infrastructure https://dmitryshteyn.com/blog/automated-competitive-intelligence-data-pipelines https://dmitryshteyn.com/blog/automated-competitive-intelligence-data-pipelines Wed, 05 Aug 2026 14:00:03 GMT Learn how to replace brittle web scrapers with agentic data pipelines that turn competitor website changes into immediate revenue counter strategies. noreply@dmitryshteyn.com (Dmitry Shteyn) Competitive Intelligence Data Pipelines Revenue Operations AI Architecture https://dmitryshteyn.com/blog/auditable-automation-pipelines-legal-operations https://dmitryshteyn.com/blog/auditable-automation-pipelines-legal-operations Mon, 03 Aug 2026 14:00:03 GMT How operators can architect structured data extraction frameworks to handle high volume compliance and contract discovery safely. noreply@dmitryshteyn.com (Dmitry Shteyn) Legal Tech Operations Data Pipelines AI Architecture https://dmitryshteyn.com/blog/first-party-data-pipelines-media-architecture https://dmitryshteyn.com/blog/first-party-data-pipelines-media-architecture Sat, 01 Aug 2026 14:00:05 GMT When internal ad platforms lose transaction visibility, customer acquisition costs spike. Here is how to engineer scalable server side conversion pipelines. noreply@dmitryshteyn.com (Dmitry Shteyn) Marketing Operations Data Engineering Paid Media Infrastructure https://dmitryshteyn.com/blog/deploying-in-location-media-operations https://dmitryshteyn.com/blog/deploying-in-location-media-operations Thu, 30 Jul 2026 14:00:01 GMT Scaling physical screen networks requires bridging programmatic ad servers with highly localized hardware environments to ensure flawless media execution. noreply@dmitryshteyn.com (Dmitry Shteyn) https://dmitryshteyn.com/blog/architecting-telehealth-operations-geographic-scale https://dmitryshteyn.com/blog/architecting-telehealth-operations-geographic-scale Tue, 28 Jul 2026 14:00:02 GMT Scaling a digital health platform requires treating patient care like a high availability routing problem constrained by strict state regulations. noreply@dmitryshteyn.com (Dmitry Shteyn) Telehealth Digital Health Operations Healthcare Tech https://dmitryshteyn.com/blog/b2b-channel-operations-partner-ecosystems https://dmitryshteyn.com/blog/b2b-channel-operations-partner-ecosystems Sun, 26 Jul 2026 14:00:04 GMT Most B2B channel programs devolve into dormant lists. Here is how rigorous operators build internal structures to drive predictable indirect revenue. noreply@dmitryshteyn.com (Dmitry Shteyn) Channel Sales B2B Ecosystems Revenue Operations SaaS https://dmitryshteyn.com/blog/ai-future-of-work-2026 https://dmitryshteyn.com/blog/ai-future-of-work-2026 Sat, 04 Jul 2026 14:00:03 GMT The debate about whether AI will eliminate jobs or create them has been running for at least a decade. In 2026, the answer is clearly both, but not symmetrically, not at the same pace, and not for the same people. noreply@dmitryshteyn.com (Dmitry Shteyn) AI Future of Work Workforce 2026 https://dmitryshteyn.com/blog/open-source-ai-2026 https://dmitryshteyn.com/blog/open-source-ai-2026 Fri, 03 Jul 2026 14:00:02 GMT For most of the generative AI era, the choice between open source and proprietary AI was not really a choice. Closed models from OpenAI, Anthropic, and Google were dramatically more capable than any open-weight alternative. Organizations that needed serious AI capability used... noreply@dmitryshteyn.com (Dmitry Shteyn) Open Source AI LLMs Enterprise 2026 https://dmitryshteyn.com/blog/ai-cybersecurity-2026 https://dmitryshteyn.com/blog/ai-cybersecurity-2026 Thu, 02 Jul 2026 14:00:02 GMT Cybersecurity has always been an arms race. Attackers find new methods, defenders build countermeasures, attackers adapt. In 2026, AI has accelerated every part of that cycle simultaneously, but it has not done so symmetrically. Attackers have adopted AI faster than many defen... noreply@dmitryshteyn.com (Dmitry Shteyn) AI Cybersecurity Deepfakes 2026 https://dmitryshteyn.com/blog/ai-in-healthcare-2026 https://dmitryshteyn.com/blog/ai-in-healthcare-2026 Wed, 01 Jul 2026 14:00:03 GMT For much of the last decade, AI in healthcare was a story about promise. Research papers showed AI matching radiologists at reading scans. Startups demoed clinical decision support tools. Health systems ran pilots. Very little reached patients at scale. noreply@dmitryshteyn.com (Dmitry Shteyn) AI Healthcare Clinical 2026 https://dmitryshteyn.com/blog/ai-reasoning-models-2026 https://dmitryshteyn.com/blog/ai-reasoning-models-2026 Tue, 30 Jun 2026 14:00:02 GMT From 2022 to 2024, the dominant AI paradigm was fast response. Models like GPT-4 and Claude 3 were trained to generate answers quickly, pattern-matching against vast training corpora to produce fluent, contextually appropriate text in seconds. That capability was genuinely tra... noreply@dmitryshteyn.com (Dmitry Shteyn) AI Reasoning Models LLMs 2026 https://dmitryshteyn.com/blog/multimodal-ai-2026 https://dmitryshteyn.com/blog/multimodal-ai-2026 Mon, 29 Jun 2026 14:00:02 GMT For the first three years of the generative AI era, most business applications were built around text. Language models generated copy, summarized documents, answered questions, and wrote code. Images were a separate capability. Video was another. Audio was another still. Organ... noreply@dmitryshteyn.com (Dmitry Shteyn) Multimodal AI Video AI Generative AI 2026 https://dmitryshteyn.com/blog/ai-agents-enterprise-scale-2026 https://dmitryshteyn.com/blog/ai-agents-enterprise-scale-2026 Sun, 28 Jun 2026 14:00:03 GMT A year ago, most enterprise conversations about AI agents centered on potential. In 2026, that conversation has shifted decisively toward execution. According to Gartner, 72% of organizations have at least one AI workload in production as of Q1 2026, up from 55% in 2024. Gartn... noreply@dmitryshteyn.com (Dmitry Shteyn) AI Agents Enterprise Agentic AI 2026 https://dmitryshteyn.com/blog/ai-automation-2026 https://dmitryshteyn.com/blog/ai-automation-2026 Sat, 27 Jun 2026 14:00:03 GMT Business automation is not a new idea. Rule-based robotic process automation has existed for decades, and workflow tools have been part of enterprise tech stacks since the 1990s. But in 2026, AI has fundamentally changed what automation can do, and how quickly it can be deployed. noreply@dmitryshteyn.com (Dmitry Shteyn) AI Automation Enterprise ROI 2026 https://dmitryshteyn.com/blog/ai-in-coding-2026 https://dmitryshteyn.com/blog/ai-in-coding-2026 Fri, 26 Jun 2026 14:00:03 GMT Ask any working software engineer in 2026 whether they use AI coding tools and you will almost certainly get a yes. According to recent survey data, 84% of developers either use or plan to use AI tools this year, up from 76% in 2024. More than half report using AI daily as par... noreply@dmitryshteyn.com (Dmitry Shteyn) AI Software Development Developer Tools 2026 https://dmitryshteyn.com/blog/ai-industry-overview-2026 https://dmitryshteyn.com/blog/ai-industry-overview-2026 Thu, 25 Jun 2026 04:03:07 GMT The artificial intelligence industry in 2026 is no longer a story about potential. It is a story about scale. AI has crossed the threshold from isolated experimentation into embedded infrastructure, as foundational to modern organizations as cloud computing was a decade ago. T... noreply@dmitryshteyn.com (Dmitry Shteyn) AI Industry Trends Market Analysis 2026