AlexNix
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AI-firstecosystem.
ЗДЕСЬ — an independent research lab and product ecosystem at the intersection of generative AI, new media and production. Gen-AI at the core: generative content pipelines, AI-powered creative tools, news and event platforms.
Prompt architectures×new media.
Research-first approach to generative AI — prompt architectures, agentic systems, generative creative. Ex-AI Lead (ЗДЕСЬ, Biolutions Inc., MosAIc Media). Worked with ORIS, Adidas, Levi's, Mercedes-Benz, МТС, Sber, Katy Perry, Martin Garrix. Now — independent research in ЗДЕСЬ, collaborating with teams worldwide.
Bridging three layers: business logic, user experience, and AI capabilities — translating them into system architecture. Writing about prompt architectures, agentic systems and applied AI in production.
Agent File Memory as Organisational Asset — When Markdown Notes Become a Corporate Record
Context Before Action — Why an Agent Must Read the Chat Before It Speaks Into It
Incident-Driven Configuration — Growing an Agent's Rules by Precedent, Not by Design
Persona Through Prohibitions — Engineering an AI Identity by What It May Never Do
The Scope-Creep Ledger — How an AI Agent Recovers Money That a Human Producer Cannot See
Tiered Agent Autonomy — Routine Acts Auto, Decisions Through Approval
Applied (non-academic) AI research — written in spare time. Prompt architectures, agentic systems and new applications in operations and creative.
An Autonomous AI Agent in Digital Production — Architecture, Cases, and Lessons
A case study of a single autonomous AI agent operating as a producer-coordinator inside a digital production studio over March–May 2026. Three concurrent projects, 3000+ messages in the largest, 95 hiring candidates processed, one critical mistake, the architectural decisions that worked, and the ones that didn't.
Hyperfocus Engineering
A prompt architecture for on-demand executive function in ADHD / neurodivergent operators. Six composable skills built from ten executive-function primitives, auto-triggered by behavioral signal detection rather than slash invocation.
Agentic Generation of Music-Processor Templates
Letting an LLM design and apply concrete multi-effects patches to a hardware guitar processor from plain-English prompts. A three-day hardware-in-the-loop study: no training, no dataset, ~20 musically coherent patches validated on metal.
A.O.C. — A Prompt Framework for Generative Image Models
Anchor · Optics · Chemistry. A structured prompt framework that reduces every visual decision a shot requires to three orthogonal axes corresponding to the three independently-controllable stages of real photographic production.
Deliberate Omission
When silence in a prompt is the feature. For multi-channel generation, saying more in text actively degrades output when the text and the other channels describe the same dimensions.
A Generative-AI Video Production Pipeline
From client brief to finished shot, stage by stage. The thesis: generative AI video at production quality is a constraint-propagation pipeline, not a generation model. Six stages, three consistency mechanisms, a dependency graph that lets the work parallelise.