In this episode of the DevReady Podcast, host Anthony Sapountzis is joined once again by Gavin Reddrop, Founder of Airtok AI and a seasoned entrepreneur helping businesses navigate the AI revolution. With a background spanning digital marketing, startup acceleration, and tech innovation, Gavin is now focused on demystifying AI for service-based businesses. He shares his latest ventures in AI, including a platform aimed at helping business owners understand and implement AI, and an image generator...
In this episode of the DevReady Podcast, host Anthony Sapountzis is joined once again by Gavin Reddrop, Founder of Airtok AI and a seasoned entrepreneur helping businesses navigate the AI revolution. With a background spanning digital marketing, startup acceleration, and tech innovation, Gavin is now focused on demystifying AI for service-based businesses. He shares his latest ventures in AI, including a platform aimed at helping business owners understand and implement AI, and an image generator that leverages LoRA models to create high-quality, personalised visuals. The conversation touches on how businesses can avoid being swept up by the hype and instead focus on strategic, value-driven adoption of AI technologies.
Gavin recounts the evolution of his image generation tool, which began as a community-driven crypto project integrated with Telegram. Originally built to offer automated, knowledge-based responses for crypto communities, the platform soon expanded into meme and image generation tailored for gaming and professional use. Despite setbacks like a liquidity hack, Gavin and his team relaunched the platform successfully, now with over 400 projects using the technology. This experience highlighted not only the resilience required to build in the volatile crypto space, but also the versatility and staying power of well-built AI infrastructure.
The episode moves into a broader discussion about the realities of AI adoption in business. Gavin outlines how many business owners remain unsure of how to implement AI meaningfully, often overwhelmed by technical jargon or seduced by shiny tools that underdeliver. Together, Gavin and Anthony explore the false promises of AI agents that lack consistency, and how businesses with well-defined processes are in a much better position to leverage automation effectively. They stress the importance of using AI to enhance human connection and operational clarity, not replace it blindly.
Anthony and Gavin also reflect on their experiences with “vibe coding” tools, AI-assisted code generators that, while promising in theory, often introduce subtle errors that snowball into bigger issues. They discuss the common “drift” phenomenon, where repeated AI prompts gradually stray from the original objective. Security risks, such as hardcoded API keys or exposed credentials, also highlight the dangers of relying solely on AI for production-ready apps. Both agree that while AI is incredibly useful for rapid prototyping and layout generation, critical aspects like stability, security, and final-mile polish still require human expertise.
Closing the episode, they explore how frameworks like DevReady are reshaping how businesses can safely and efficiently integrate AI. Gavin praises the approach of combining AI tooling with a solid strategic foundation thus empowering founders to be part of the build process while ensuring developers can deliver production-grade results. With AI tools evolving rapidly and new products launching constantly, they argue for the need to stay adaptable without losing sight of structure. Ultimately, success in the AI age won’t come from chasing every shiny new app, but from having a clear plan, the right guidance, and a stack that evolves with your business, not against it.
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