Blood, Sweat & Tokens

Ample

What happens when two builders stop talking about AI and start building with it? Taylor MacDonald runs Ample, a digital agency. Sean Davis builds developer tools at Netlify. Together they're documenting a real experiment: can you delete your content management system entirely and replace it with AI agents, natural language, and a thin data layer? Blood, Sweat, and Tokens is a weekly podcast recorded the way builders actually work — organically, with real deadlines and real prototypes. Taylor and Sean code between episodes, then come back to talk through what shipped, what failed, and what they're trying next. Every conversation ends with a commitment: "What are we building this week?" Season 1, "Delete Your CMS," takes aim at the most expensive, least-loved layer of the web stack. CMS implementations can eat 50% or more of total project cost, and most teams barely use the admin interface they paid for. Taylor and Sean think natural language can replace all of it — the forms, the workflows, the upgrade cycles — and they're building the proof.  New episodes every week. No scripts, no slides, no safety net.

Episodes

  1. May 29

    S01 E04 - The Friction Paradox: Why Less Control Means More Tolerance

    The conversation covers a range of topics related to content management, AI, and product development. It delves into the challenges of multi-agent workflows, the total cost of ownership for CMS, the importance of control and feedback in content management, and the role of immediate feedback and communication in content management. The discussion also explores the sustainability of inference models, educational debt in CMS implementation, and the future of UI and communication surfaces. The conversation delves into the challenges of content management systems, the impact of voice assistants and natural language interfaces, the exploration of voice assistant tools and models, and the future of content management systems. It highlights the importance of reducing friction, the use of voice assistants to reduce anxiety, and the potential evolution of content management systems. Takeaways Multi-agent workflowsTotal cost of ownership for CMSControl and feedback in content managementImmediate feedback and communication in content management Empowering users with less friction can increase their tolerance for delays and improve outcomes.The use of voice assistants and natural language interfaces can reduce anxiety and improve communication. Chapters 00:00 Importance of Control and Feedback in Content Management30:26 Friction in Content Management Systems43:19 Exploring Voice Assistant Tools and Models51:00 The Future of Content Management Systems

    55 min
  2. May 26

    S01 E03 - The Cognitive Tax: How Information Overload Inflates Your TCO

    The conversation explores the concept of total cost of ownership in software development projects, focusing on the challenges and costs associated with CMS implementation. It delves into the impact of AI on reducing friction and improving the success rate of technology projects. The discussion also touches on the development of prototypes and the potential for AI tools to revolutionize the development process. The conversation delves into the challenges of information overload and communication fragmentation in the digital age, leading to the exploration of solutions for streamlining and enhancing user experience in content management and previewing. The discussion also touches on the evolution of technology and its impact on information management. Takeaways Total cost of ownership in software development projects is a significant concern, with a focus on CMS implementation costs.AI tools have the potential to reduce friction and improve the success rate of technology projects.Prototypes and AI tools are shaping the future of software development, offering new possibilities for innovation and efficiency. Information overload and communication fragmentation are significant challenges in the digital age.Natural language solutions and user experience enhancements are key to addressing content management and previewing challenges. Chapters 00:00 Exploring Total Cost of Ownership in Software Development10:55 Revolutionizing Development with Prototypes and AI Tools30:48 The Impact of Information Overload36:06 Enhancing User Experience in Content Management and Previewing

    53 min
  3. May 26

    S01 E02 - The Desensitization Dilemma: Security vs. Seamless Experience

    In this episode, Taylor MacDonald and Sean C. Davis discuss the impact of natural language processing on content management systems and user experience. They explore the problem with traditional content management systems, the potential of natural language processing to eliminate friction, and the ideal state for content management in both greenfield applications and established systems. The conversation delves into the concept of desensitization and abstraction layers, highlighting the transformative potential of natural language processing in AI. The conversation delves into the development of UI components, data storage and management, security and risk mitigation, agent governance and control, and deterministic systems with AI instruction. The discussion emphasizes the impact of natural language on interactions and explores strategies for mitigating security risks in autonomous agent systems. Takeaways Natural language processing in AI can eliminate friction in content management systems and improve user experience.The use of natural language processing can revolutionize the way we interact with systems and devices. UI components as isolated blocksData mapping to database rows Chapters 00:00 Introduction to Blood, Sweat, and Tokens09:24 The Impact of Natural Language Processing26:54 The Ideal State for Content Management34:00 Security and Risk Mitigation50:13 Deterministic Systems and AI Instruction

    51 min

Ratings & Reviews

5
out of 5
2 Ratings

About

What happens when two builders stop talking about AI and start building with it? Taylor MacDonald runs Ample, a digital agency. Sean Davis builds developer tools at Netlify. Together they're documenting a real experiment: can you delete your content management system entirely and replace it with AI agents, natural language, and a thin data layer? Blood, Sweat, and Tokens is a weekly podcast recorded the way builders actually work — organically, with real deadlines and real prototypes. Taylor and Sean code between episodes, then come back to talk through what shipped, what failed, and what they're trying next. Every conversation ends with a commitment: "What are we building this week?" Season 1, "Delete Your CMS," takes aim at the most expensive, least-loved layer of the web stack. CMS implementations can eat 50% or more of total project cost, and most teams barely use the admin interface they paid for. Taylor and Sean think natural language can replace all of it — the forms, the workflows, the upgrade cycles — and they're building the proof.  New episodes every week. No scripts, no slides, no safety net.