DevReady PodcastWhy Most AI Tools Fail And How to Actually Use Them in Your Business

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.

Topics Covered
  • Building AI-powered tools for business owners
  • Origins and evolution of the AI image generator
  • Lessons from launching and relaunching a crypto project
  • Bridging the gap between AI hype and practical implementation
  • Misuse and overuse of AI agents in business workflows
  • Challenges and risks of using AI coding tools (vibe coding)
  • Security vulnerabilities in AI-generated applications
  • Importance of strategy and frameworks in AI adoption
  • Role of DevReady in supporting structured AI-enabled development
Important Time Stamps
  • The Future of Personalised Content? Your Face, AI-Enhanced (0:07 – 5:18)
  • Relaunch, Rebuild, Repeat: Resilience in Web3 & AI (5:19 – 7:31)
  • Don’t Replace People. Empower Them with AI (7:32 – 14:41)
  • AI Hype vs. Reality: Why Most ‘Agents’ Are Overkill (14:42 – 18:08)
  • The Drift Is Real: Why AI Coding Isn’t Plug-and-Play (Yet) (18:09 – 23:02)
  • AI Can Code Fast. But Can It Code Secure? (23:03 -28:16)
  • Before You Vibe Code, Get DevReady (28:17 – 30:39)
  • Stop Collecting AI Tools. Start Building with Purpose. (30:40 – 35:20)

Gavin Reddrop | LinkedIn

Gavin Reddrop | Website

Airtok AI | Website

Buy Gavin’s Book | AI Tactix for Small Business

https://aeriontech.wpenginepowered.com/wp-content/uploads/2021/03/Aerion-Logo-Vector-1_583-1.png
Connect with us

Subscribe to our newsletter today to receive updates on the latest news, releases and special offers. We respect your privacy. Your information is safe.

©2025 Aerion Technologies. All rights reserved | Terms of Service | Privacy Policy