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Exploring how companies are applying AI in practice.
See the slides at: contraption.co/archetypes-of-llm-apps/
In this presentation, Philip from Contraption Company discusses how startups are leveraging AI, specifically Large Language Models (LLMs), to innovate across various industries. The presentation, originally given to an innovation group at a large insurance company, covers foundational technologies like chat, embeddings, and semantic search, and progresses to basic applications such as code generation, SQL generation, and data labeling. Advanced applications like retrieval-augmented generation (RAG), agents, and swarms are also explored. The aim is to help businesses understand how to apply LLMs effectively, improving efficiency and decision-making in their operations.
00:00 Introduction and Overview
00:28 Archetypes of LLM Applications
02:16 Foundational Building Block Technologies
11:41 Basic Applications of LLMs
19:34 Advanced Applications of LLMs
24:59 Conclusion and Future Outlook
Recording of this essay: www.contraption.co/having-a-tj/
Audio recording of this essay: www.contraption.co/distribution-vs-innovation/
In this episode of the Contraption Company Podcast, Philip interviews Taylor Crane, founder of FractionalJobs.io, about the growing trend of fractional work. They discuss Taylor's journey from his previous venture, Clubs Poker, to his current focus on the fractional space, highlighting the benefits and learnings along the way. The conversation explores the definition of fractional work, its advantages, and its impact on productivity and knowledge work. They also delve into the implications for junior workers, the future structuring of tech companies, and the evolving nature of work in a post-pandemic world. Taylor shares insights on how companies can access high-quality talent through fractional roles and the broader potential of fractional work as part of the future of employment.See full notes on: www.contraption.co/is-fractional-work-the-future/00:00 Introduction to the Podcast00:31 Lessons from Clubs Poker03:51 Defining Fractional Work05:52 The Rise of Fractional Jobs08:26 Challenges and Opportunities in Fractional Work17:13 Future of Work and Fractional Careers28:27 Second Order Consequences of Fractional Work34:05 The Appeal of Fractional Work for Employees and Companies34:32 Tax Benefits and Financial Advantages of Fractional Work35:39 The Future of Work: Core Teams vs. Fabrication Layers38:56 Remote Work and Fractional Work: A New Paradigm44:01 The Flexibility and Autonomy of Fractional Work47:10 Challenges and Opportunities in Hiring Fractional Workers55:34 The Vision for the Future of Fractional Work01:01:33 Conclusion and Final Thoughts
Philip Thomas interviews Ayush Newatia in London about his book, 'The Rails and Hotwire Codex'. They discuss Ayush's journey of writing and self-publishing the technical resource, the challenges of learning and teaching advanced Ruby on Rails concepts, and the shift towards a full-stack framework, including mobile applications.00:00 Introduction and Guest Background01:48 Discussing 'The Rails and Hotwire Codex'04:06 Ayush's Journey into Mobile Development07:19 Transition to Ruby on Rails19:50 Hybrid Mobile Apps with Turbo Native27:19 Writing and Publishing the Book36:32 Struggles with Native Code and Progressive Web Apps37:56 Writing the Book: Challenges and Timeline41:11 Motivation and Deadlines42:09 Learning and Teaching Through Writing47:43 The Writing Process and Tools59:30 Editing and Self-Publishing01:01:23 Reflections on the Book's Success01:02:55 Future Plans and Final Thoughts
Audio version of this essay:contraption.co/the-next-iteration-of-contraption-company/
In this episode of the Contraption Company Podcast, host Philip Thomas sits down with Ben Weiss, an entrepreneur who transitioned from founding Zcruit, a software company for college football recruiting, to working in creator businesses. They discuss the nuances of running software versus creator businesses, the journey of growing and selling Zcruit, Ben's experience enhancing operations at Meat Mafia, and his insights into consulting for creators through Velcro. Philip and Ben delve into the importance of product-market fit, the dynamic of selling and marketing in the digital age, and the evolving landscape of content creation and management. Throughout the conversation, they highlight strategies for leveraging content across platforms, the impact of creators on software businesses, and the potential for collaboration between the two realms.Show notes + links: contraption.co/essays/creator-vs-software-businesses/Join the Contraption Company newsletter: contraption.co/essays00:00 Introduction to the podcast and guest00:25 From software to creator businesses: Ben Weiss's journey01:43 Deep dive into ZCruit: Building and selling a software company02:33 Transition to creator business: Operations at Meat Mafia07:09 Exploring the creator business model and value capture09:27 Operational challenges and solutions in creator businesses14:15 Advice for creators and software brands on media strategy21:58 Reflections on the shift from software to creator space23:41 The allure of the creator economy23:56 Transitioning from founder to creator24:47 The changing prestige of working in tech vs. creator world25:38 The power of attention in the information economy26:02 Creators vs. Hollywood: The battle for eyeballs26:52 Choosing between software and creator careers27:57 The value of content creation and audience building28:40 Breaking into industries through content29:31 Marketing strategies for software startups in the creator age39:39 Leveraging creators for software product growth46:20 Final thoughts on software and creator business models
Aaron is the co-founder of realnice, a simple personal website builder. realnice competes with my product, Postcard, which is also a personal website builder. So, I thought it would be fun to sit down with a competitor and talk shop.Show notes + links: contraption.co/essays/talking-shop-aaron-cohn-realnice/Join the Contraption Company newsletter: contraption.co/essaysTimestamps:00:00 Introduction and Welcome00:32 The First Guest: Aaron Cohn01:10 The Competitive History01:59 The Shift to Craft Software03:27 The Challenges of Building a Personal Website03:29 The Journey to Indie Software03:50 The Birth of Personal Website Builders04:41 The Struggles with Marketplaces05:22 The Evolution of Website Builders06:41 The Importance of Simplicity in Software11:03 About Postcard, Philip's product12:09 The Power of Personal Email Updates14:14 About realnice, Aaron's product23:03 The Power of No-Code Tools27:22 The Power of Bubble: A Developer's Superpower27:34 The Indie Maker's Journey: From Scarcity to Abundance27:46 The Pieter Levels Approach: Launching Multiple Apps27:50 Craft Software: The Art of High Conviction Development28:10 The Rise of Craft Businesses: A Case Study of Glass.photo29:09 The Indie Hacker's Dilemma: Money vs. Passion29:44 The Artistic Element in Software Development30:21 The Power of Distinctiveness in Craft Software32:38 The Challenges of Building Personal Website Builders36:09 The Future of Personal Website Builders: New Features and Ideas37:15 The Importance of Design in Product Development38:47 The Real Competition: Battling the Status Quo39:19 The Power of Collaboration in Business39:33 Conclusion: The Contraption Company Podcast
Presentation about what software developers teach us about the future of collaborationOriginally given at Almost Perfect in Tokyo on 3 Feb 2024. Links:Written version of talkPDF of accompanying slidesContraption CompanyGet future content via emailBookletFRCTNLThe focus of the talk is on the significant shifts that modern-day work practices are undergoing. It highlights emerging trends in software engineering that indicate the future of knowledge work: smaller and remote teams, less structured workweeks, and written asynchronous collaboration. Philip also addresses new issues arising from these changes such as loneliness, isolation, and disengagement with low-quality leisure activities. Additionally, the talk examines the efficient use of open-source software tools like GitHub and Bitcoin, and companies like Airbnb that successfully implement structured centralized decision-making. 00:00 Introduction to the Creative Residence in Tokyo00:34 Exploring the Concept of Gallery Presentation00:49 The Influence of Craftspeople 01:27 The Evolution of Work and Technology02:11 The Shift to Information Age and the New Scarcity02:40 The Impact of Industrialization on Work03:06 The Role of Technology in Changing the Nature of Work03:22 The Struggles of Adapting to the Information Age04:12 The Restoration of Craft and Autonomy in Software Development04:30 About Philip06:43 Exploring the Trends in Software Development06:56 The Rise of Smaller Remote Companies08:33 The Impact of Remote Work on Economies and Governments09:47 The Efficiency and Impact of Small Teams in Software Development13:56 The Emergence of Fractional Work17:46 The Shift to Written Asynchronous Collaboration19:24 The Role of Open Source Tools in Collaboration21:53 The Future of Work and Communication24:53 Conclusion and Final Thoughts












