Andrey Starchenko's profile on Product Hunt

About

Founder, System Architect & Lead Developer of Trend-Analytic. I specialize in designing and engineering complex analytical platforms, multimodal AI architectures, and automated content pipelines. Currently focused on deep YouTube intelligence, vector-driven knowledge synthesis, and programmatic video production engines. My broader architectural focus includes developing advanced analytical systems — from business process defragmentation and technical specification (PRD) analysis to structured knowledge extraction. I build deep tools that solve real business challenges without surface-level vanity metrics. Always open to connecting with fellow architects, engineers, and tech founders!

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Tastemaker

Gone streaking

Forums

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3h ago

Tab-by-Tab (File-by-File) Coding vs. Multi-Agent Systems in Real Production

Developing with AI agents and orchestrating multiple sub-agents is widely celebrated as the next evolutionary leap in software engineering. But is it really a leap forward?

I see true evolution in qualitative shifts approaches that deliver fundamentally better outcomes. An AI agent is essentially the same underlying LLM with the exact same core constraints. What actually changes if multiple models write code in parallel?

At best, we get raw speed by splitting a project into subsystems where each agent operates in its own narrow vector space. But in real-world production, subsystems are never truly isolated. Agents, just like base models, cannot hold a holistic mental model of the entire architecture, no matter how detailed your system prompts are. This inevitably leads to silent bugs, broken dependencies, and architectural drift.

When an agent works across multiple files, it suffers from rapid context degradation. Each successive edit accumulates dirty context from past steps. In a complex system, the probability of a critical failure compounds exponentially. Unsupervised autonomous coding quickly devolves into endless audit loops, explosive generation spikes, and massive token burn. Development costs can easily 10x without strict human supervision. What feels fast initially creates a mountain of hidden debt.

p/runevr

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6h ago

📢 What social media do you use as a maker?

I m not really a person who likes sharing my everyday life online =)
That s one of the reasons I m really happy to be part of the Product Hunt community.

I like being able to stay in touch with like-minded people and have everyday conversations about things we re building, learning, and interested in.
But I understand that social media is a big part of today s lifestyle, and it s absolutely great that it gives people a way to connect, share, and find each other.

So, I m curious:

Do you have social media as a maker?

p/runevr

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13d ago

🎨 Do solo makers need a UI/UX designer?

For solo makers, wearing every hat is almost unavoidable - developer, marketer, support, product and often designer too.

AI makes this even easier now. You can generate UI pretty quickly, but a lot of products end up relying on consistent, polished AI-generated solutions rather than something truly unique or thoughtfully designed for their specific product.

So I m curious:

Do you design the UI/UX yourself when building solo?