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Production AI Systems 2026: How to Build a RAG + AI Agents Platform That Actually Works
A practical engineering guide to production RAG, AI agents, tool calling, structured outputs, MCP, security, observability, and evals.
Dvurechensky
Personal technology ecosystem
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Ecosystems and categories help jump into the right direction quickly.
EcosystemTest DvurechenskyTest tasks completed for organizations for free on various technologies.
EcosystemUnifierUnifier - a distributed system for managing voluntarily connected agents and their unification into logical clusters. The purpose of the system is to create a unified digital space for the control, automation, and interaction of devices.
EcosystemDvurechenskyPersonal brand hub, products, experiments, infrastructure. reverse engineering and engineering directions.EcosystemDvurechensky TemplatesProject templates and starter kits for development.EcosystemDvurechensky ToolsTools, utilities, and engineering repositories.EcosystemDvurechensky DocsCollection of knowledge portals, documentation, and references.
EcosystemMentiozProduct and education platform with learning services.
EcosystemLizeriumTools, portals, and developments around data, localization, and applications. A collection that was born during the creation of the game Freelancer Lizerium in C++ and Unity version of the game.Semantic navigation
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Categories connect projects, materials, and external resources into a readable structure.
lizeriumCategoryLizerium serversServers raised for the operation of the Lizerium infrastructurelizeriumCategoryLizerium frameworksFrameworks created within the development of the ecosystemdvurechensky-templatesCategoryProject templatesTemplate projects for quick designdvurechensky-test-tasksCategoryTest assignmentsTest tasks completed along the waydvurechenskyCategoryServersServers created in the process of ecosystem expansiondvurechensky-docsCategorySitesKnowledge portals created online based on projects.Blog and syncs
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Launch
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RutubeVideoReal-Time Sound Visualization | Unifier Experiments
In this video, I test my own sound visualization system for the Unifier project. The experiment aims to transform audio, speech, and AI agent signals into real-time visual effects. Patent...
YouTubeVideoSound to Visual Effects Transformation | Unifier Experiment
In this video, I test my own real-time sound visualization system developed for the Unifier project. Patent: https://github.com/Dvurechensky/Dvurechensky/blob/main/Media/files/Unifier.Pat...
ReleaseGitHub
v1.0.5
This release includes updated NuGet packages and new builds for Visual Studio 2022.
ReleaseGitHub
v1.0.4
Lizerium.Localization.Toolkit v1.0.4 includes updated NuGet packages and new VSIX for Visual Studio 2022.
ReleaseGitHub
v1.0.3
Lizerium.Localization.Toolkit v1.0.3 release for .resx localization workflow: GUI editor, sample apps, and VSIX extension.
ReleaseGitHub
v1.0.2
Lizerium.Localization.Toolkit v1.0.2 is a release for the .resx localization workflow, including a GUI editor, sample applications, and a Visual Studio VSIX.