Heorhii Pryputen
Ukrainian marketer.
Junior One Person Army.
The One Person Army era
The “one-person agency” only became practically possible within the past year. It is a direct result of advances in generative technology and automation systems. Today a single specialist can design, deliver and distribute a volume of work that used to require an entire department. It is a new productivity paradigm built on handing routine work to algorithms.
NBER, 2025METR, 2025Sam Altman, OpenAIDario Amodei, Anthropic
One continuous cycle
The model’s main advantage is an unbroken process. Research, idea, creative, production, launch and optimization happen in one mind, so the concept is never lost along the way and never has to be explained twice. The path from an idea to a live ad campaign takes hours or days. Data from every launch goes straight back into the work and becomes the basis for the next hypothesis.
- Research
- Idea
- Creative
- Production
- Launch
- Optimization
↺ new cycle
The human at the center of the system
Artificial intelligence, subagents and complex multi-level orchestration act as a powerful engine. They speed up processes and multiply the results. Yet what makes this model viable and distinctive is the human alone. Creativity, empathy, taste and original ideas live at the center of the system. Neural networks generate variations, but it is the human mind that shapes real meaning, makes strategic decisions and sets the direction.
Technology is infrastructure. Creativity is the foundation.
Junior status
The Junior label is not about years of experience. It is about distance.
Every skill on this page is a profession in its own right, one that people devote years to. One Person Army demands mastering them all at once: design and video editing, Python and algorithms, advanced mathematics, copywriting, sales funnels, automation and AI agent orchestration. That is why Heorhii’s day runs 12–14 hours with no days off, and work and learning merged into a single process long ago.
Even at this pace, a Middle-level One Person Army remains an extremely ambitious goal. Junior is an honest marker of how much of the road still lies ahead.
Skills architecture
The full range of skills, tools and frameworks is brought together into a single ecosystem.
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- Building professional orchestrations — not only for marketingClaude Code · subagents
- Multi-agent workflows and automated pipelinesClaude Code · subagents
- Integration with external APIs
- Specialized skills for autonomous agent tasksClaude Code
- Data integration via MCP
- Process automationMake.com
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- Brand positioning and brand book
- Tone of voice (TOV) and editorial policy
- Communication strategies
- Crisis communications management
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- Finding the Big Idea for campaigns
- Creative ideas and solutions for business problems
- Creative hypotheses and visual concepts
- Scripts, storylines and storyboards
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- Advertising slogans and naming
- Ad copy for campaigns
- Dialogue for storylines, expert articles and reviews
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- Quantitative research
- AI-assisted open data analysis
- Competitive intelligence and market analysis
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- Pattern detection and retrospective analysis
- Unit economics
- Finding new growth directions and business solutions
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- KPI and monitoring systems
- Alerts on metric changes
- AI-driven analytics
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- SMM strategies
- Building organic funnels
- Content plans
- Content pillars and engagement hooks
- Integrating creative into social media
- Competitive content analysis
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- Meta Ads (Facebook / Instagram)
- Google Ads
- YouTube video ads
- TikTok Ads
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- Instagram · Facebook · YouTube · TikTok · Google
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- Video ads tailored to platform formats
- AI video generationRunway · Kling AI
- Video editingCapCut
- Compression and encoding to platform limitsFFmpeg
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- Writing music and songs for advertising
- Audio synthesis and voice-overElevenLabs
- Sound designElevenLabs
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- Building pipelines: serial production of creatives and variations for testing
- Code-generated graphics in a consistent style
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- Design systems for brands and campaigns
- Banners and ad graphics for platform formats
- Static ad creativesKrea · Kive
- Photorealistic AI models and photo shootsKive
- UGC-style visuals and static imagesKrea · Kling AI
- Subtitles and word-level timecodesWhisper
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- Technical design and data work
- Website and landing page architecture
- Design systemsClaude Design
- Analytics and interaction via MCP
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- Multi-step tasks and subagents
- Structured document generation
- Creative and analytics support
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- Google ecosystem integrationGemini
- Knowledge base, analytical guides and summariesNotebookLM
- Processing complex sources, YouTube and Markdown
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- Video, images and elementsKling AI
- Video motionRunway
- Image creation and editingKrea
- AI models and photo shootsKive
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- Python · TypeScript · Bash / CLI
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- Two-pass compression, encoding to platform size limitsFFmpeg
- Transcription and timecodes to subtitle standardsWhisper
- Code-generated graphics in a consistent style
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- UI/UX design and design systems
This system will never be finished. Every new tool and every new skill becomes part of it.
Updated: October 2026
Competencies as a text list
- AI agent orchestration
- Building professional orchestrations — not only for marketing Claude Code · subagents
- Multi-agent workflows and automated pipelines Claude Code · subagents
- Integration with external APIs
- Specialized skills for autonomous agent tasks Claude Code
- Data integration via MCP
- Process automation Make.com
- Brand and creative
- Brand strategy and communications
- Brand positioning and brand book
- Tone of voice (TOV) and editorial policy
- Communication strategies
- Crisis communications management
- Creative ideas
- Finding the Big Idea for campaigns
- Creative ideas and solutions for business problems
- Creative hypotheses and visual concepts
- Scripts, storylines and storyboards
- Copywriting
- Advertising slogans and naming
- Ad copy for campaigns
- Dialogue for storylines, expert articles and reviews
- Brand strategy and communications
- Strategy and analytics
- Research
- Quantitative research
- AI-assisted open data analysis
- Competitive intelligence and market analysis
- Strategic analysis
- Pattern detection and retrospective analysis
- Unit economics
- Finding new growth directions and business solutions
- Analytics systems
- KPI and monitoring systems
- Alerts on metric changes
- AI-driven analytics
- Research
- Distribution and traffic
- SMM and organic content
- SMM strategies
- Building organic funnels
- Content plans
- Content pillars and engagement hooks
- Integrating creative into social media
- Competitive content analysis
- Paid media
- Meta Ads (Facebook / Instagram)
- Google Ads
- YouTube video ads
- TikTok Ads
- Channels
- Instagram · Facebook · YouTube · TikTok · Google
- SMM and organic content
- Production
- Video
- Video ads tailored to platform formats
- AI video generation Runway · Kling AI
- Video editing CapCut
- Compression and encoding to platform limits FFmpeg
- Sound and music
- Writing music and songs for advertising
- Audio synthesis and voice-over ElevenLabs
- Sound design ElevenLabs
- Creative pipelines
- Building pipelines: serial production of creatives and variations for testing
- Code-generated graphics in a consistent style
- Visuals
- Design systems for brands and campaigns
- Banners and ad graphics for platform formats
- Static ad creatives Krea · Kive
- Photorealistic AI models and photo shoots Kive
- UGC-style visuals and static images Krea · Kling AI
- Subtitles and word-level timecodes Whisper
- Video
- AI infrastructure
- Claude / Anthropic
- Technical design and data work
- Website and landing page architecture
- Design systems Claude Design
- Analytics and interaction via MCP
- ChatGPT / OpenAI
- Multi-step tasks and subagents
- Structured document generation
- Creative and analytics support
- Gemini and NotebookLM
- Google ecosystem integration Gemini
- Knowledge base, analytical guides and summaries NotebookLM
- Processing complex sources, YouTube and Markdown
- Visual AI models
- Video, images and elements Kling AI
- Video motion Runway
- Image creation and editing Krea
- AI models and photo shoots Kive
- Claude / Anthropic
- Development and engineering
- Languages
- Python · TypeScript · Bash / CLI
- Media engineering
- Two-pass compression, encoding to platform size limits FFmpeg
- Transcription and timecodes to subtitle standards Whisper
- Code-generated graphics in a consistent style
- Languages
- Currently learning
- UI/UX design and design systems