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Dennis Stanoev

@dennisstanoev.bsky.social

A software engineer & product builder who loves tinkering with fresh ideas and applying new tech in meaningful ways. engineer @ investment bank -> founding engineer @ startup -> cto co-founder @ fintech -> founder @ software development studio

Posts Replies Media

Dennis Stanoev @dennisstanoev.bsky.social · 20/11/2025

AI isn't a single technology. It’s a spectrum and not all of it belongs in your product. The right side of the spectrum sells the dream. The left side delivers results.

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Dennis Stanoev @dennisstanoev.bsky.social · 19/11/2025

You don't need massive frameworks to build helpful AI agents. Tool calls can get you off the ground quickly for minimal cost and effort. Start simple and go from there. Add advanced patterns and specific frameworks only when they serve a purpose or enable a new use-case.

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Dennis Stanoev @dennisstanoev.bsky.social · 18/11/2025

Parallel agentic development is amazing but you need to be clear on the fundamental software architecture you're building towards. Otherwise you're at the mercy of the model's training data.

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Dennis Stanoev @dennisstanoev.bsky.social · 18/11/2025

What they're missing is a clear, concise and practical outline of the software design patterns and principles used in the project. Key information about the different module/service layers, their roles, boundaries and communication patterns.

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Dennis Stanoev @dennisstanoev.bsky.social · 18/11/2025

Most readmes and agent rule files I see only only mention coding styles, library preferences and syntax/language-specific rules. The kinds of things that won't stop agents from gradually degrading your codebase.

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