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AI Isn’t Magic: The Real Work Behind Durable Automation
In this episode of The AI Advantage, host Solomon Williams sits down with Haim Zlatokrilov, CEO and Co-Founder of autokitteh, for a candid look at the realities behind AI automation.
As AI tools flood the market, many teams assume automation is a shortcut. Haim shares why that mindset often leads to frustration - and how real success depends on clear problem definition, cost awareness, infrastructure discipline, and durable backend workflows.
Together, Solomon and Haim explore the rise of “vibe coding,” the trade-offs between no-code convenience and long-term maintainability, and the evolving expectations around what AI can truly deliver. The conversation unpacks the tension between speed and sustainability - and why managing expectations is just as important as choosing the right tools.
If you’re a developer, startup founder, or business leader trying to navigate AI without falling into the hype cycle, this episode offers grounded insights into building automation that actually lasts.
Key Takeaways :
Key Moments:
03:14 "Developer Automation Platform Origins"
07:27 "Vibe Coding Automation Platform"
11:22 "Key Framework Insights for Business"
13:30 AI: Balance Between Fear & Utility
18:54 "AI Integration and Business Strategy"
21:47 Adapting to Prompt-Based Development
24:30 "No-Code vs Automation Confusion"
26:09 Navigating AI Implementation Challenges
31:06 "Streamlining Focus in DevOps"
33:58 "Magic Wand for Future AI"
About the guest :
Haim Zlatokrilov is a thoughtful leader in AI technology and automation, known for his pragmatic approach to implementing artificial intelligence in real-world scenarios. In his journey, Haim has encountered the common misconception that AI can easily solve massive challenges - such as processing thousands of CVs - without considering the steep costs involved. Through firsthand experience, he discovered that creating advanced bots could be prohibitively expensive, especially when scaling up to tens of thousands of tasks. Recognizing this, Haim championed a more strategic approach, emphasizing the importance of thoughtful filtering and precise matching rather than relying on brute AI force. His story reflects a balanced perspective on innovation, always keeping economic feasibility and practical effectiveness at the forefront of technology adoption.
Links to connect Haim :
LinkedIn : https://www.linkedin.com/in/haim-zlatokrilov/
Website : https://autokitteh.com/
About the host :
Solomon Williams is the founder of Solonox and the host of the podcast "AI Advantage." Dedicated to helping modern leaders navigate the future of technology, Solomon cuts through the noise and hype to deliver clear, insightful conversations about AI and automation. On his podcast, he shares his expertise, sometimes solo, sometimes alongside the brightest minds in tech, offering practical advice on what it really takes to grow smarter in a rapidly evolving digital world. With "AI Advantage," Solomon invites listeners to join him on a journey to decode the technologies shaping tomorrow.
Contact Solomon:
Website: https://solonox.net/
LinkedIn: https://www.linkedin.com/in/swilliams1992/
View all episodes
By Solomon WilliamsIn this episode of The AI Advantage, host Solomon Williams sits down with Haim Zlatokrilov, CEO and Co-Founder of autokitteh, for a candid look at the realities behind AI automation.
As AI tools flood the market, many teams assume automation is a shortcut. Haim shares why that mindset often leads to frustration - and how real success depends on clear problem definition, cost awareness, infrastructure discipline, and durable backend workflows.
Together, Solomon and Haim explore the rise of “vibe coding,” the trade-offs between no-code convenience and long-term maintainability, and the evolving expectations around what AI can truly deliver. The conversation unpacks the tension between speed and sustainability - and why managing expectations is just as important as choosing the right tools.
If you’re a developer, startup founder, or business leader trying to navigate AI without falling into the hype cycle, this episode offers grounded insights into building automation that actually lasts.
Key Takeaways :
Key Moments:
03:14 "Developer Automation Platform Origins"
07:27 "Vibe Coding Automation Platform"
11:22 "Key Framework Insights for Business"
13:30 AI: Balance Between Fear & Utility
18:54 "AI Integration and Business Strategy"
21:47 Adapting to Prompt-Based Development
24:30 "No-Code vs Automation Confusion"
26:09 Navigating AI Implementation Challenges
31:06 "Streamlining Focus in DevOps"
33:58 "Magic Wand for Future AI"
About the guest :
Haim Zlatokrilov is a thoughtful leader in AI technology and automation, known for his pragmatic approach to implementing artificial intelligence in real-world scenarios. In his journey, Haim has encountered the common misconception that AI can easily solve massive challenges - such as processing thousands of CVs - without considering the steep costs involved. Through firsthand experience, he discovered that creating advanced bots could be prohibitively expensive, especially when scaling up to tens of thousands of tasks. Recognizing this, Haim championed a more strategic approach, emphasizing the importance of thoughtful filtering and precise matching rather than relying on brute AI force. His story reflects a balanced perspective on innovation, always keeping economic feasibility and practical effectiveness at the forefront of technology adoption.
Links to connect Haim :
LinkedIn : https://www.linkedin.com/in/haim-zlatokrilov/
Website : https://autokitteh.com/
About the host :
Solomon Williams is the founder of Solonox and the host of the podcast "AI Advantage." Dedicated to helping modern leaders navigate the future of technology, Solomon cuts through the noise and hype to deliver clear, insightful conversations about AI and automation. On his podcast, he shares his expertise, sometimes solo, sometimes alongside the brightest minds in tech, offering practical advice on what it really takes to grow smarter in a rapidly evolving digital world. With "AI Advantage," Solomon invites listeners to join him on a journey to decode the technologies shaping tomorrow.
Contact Solomon:
Website: https://solonox.net/
LinkedIn: https://www.linkedin.com/in/swilliams1992/