Tool Use - AI Conversations

Manuel Odendahl, an AI engineer and community leader, shares his insights on building custom AI tools. He emphasizes leveraging existing AI services to create tailored solutions for everyday problems. Discover the transformative impact of AI on coding workflows and project management, as well as practical strategies for code analysis and documentation. The conversation also touches on the balance between creativity and technical skills in software development, advocating for a mindset that encourages innovation through AI.

Unlock the reality of AI agents in production! While the AI agent gold rush is on, many businesses and developers struggle to move beyond expectation. This episode dives deep into the three fundamental challenges of AI agents: observability, reliability, and performance. Discover actionable strategies to overcome these hurdles and deploy your AI agent to production with confidence. Learn how to effectively communicate your needs to your AI, avoid common pitfalls like context window overload, and implement effective AI agent evals and debugging processes. We explore building high-value vs. low-value agents, structuring prompts for clarity, and the future of interacting with these powerful AI tools. If you're building or considering AI agents, this conversation is packed with insights on making them truly work.Learn more about Synth: https://www.usesynth.ai/Sign up for A.I. coaching for professionals at: https://www.anetic.coGet FREE AI tools pip install tool-use-aiConnect with us https://x.com/ToolUseAIhttps://x.com/MikeBirdTechhttps://x.com/JoshPurtell00:00:00 - intro 00:04:28 - Current & Upcoming Viable AI Agent Use Cases 00:08:11 - Common Pitfalls When Building AI Agents 00:13:32 - Strategies for Debugging Bad LLM Calls 00:21:46 - Enhancing AI Agent Observability 00:33:22 - AI Tooling: Build vs Buy Decision 00:38:51 - Choosing the Right LLM for Your AgentSubscribe for more insights on AI tools, productivity, and AI agents.Tool Use is a weekly conversation with AI experts brought to you by Anetic.

Discover how AI is revolutionizing music creation by turning simple text prompts into stunning songs. Delve into the evolution of AI music tools like Suno and Udio, empowering even non-musicians to craft unique tracks effortlessly. Learn innovative prompting techniques and the significance of BPM in enhancing creativity. Explore the fusion of music genres and the impact of these advancements on traditional songwriting. The future of music production is here, and anyone can join the creative journey!

Elina Lesyk, an AI consultant and the host of the AI Ketchup podcast, dives into how AI is transforming product management. She discusses the necessary technical skills for AI product managers and whether new tools like Bolt and V0 are replacing traditional methods. Elina also highlights common pitfalls in AI implementation and the importance of effective user feedback mechanisms. Exploring AI user interactions, she reveals the shift towards voice technology and emphasizes understanding customer needs in creating successful AI products.

Master AI education and boost AI literacy with insights from Dr. Stefania Druga, Google Gemini research scientist and creator of Cognimates. Explore how to use AI to learn about AI, effective strategies for teaching AI concepts to kids and adults, and the crucial role of hands-on tinkering. We discuss overcoming learning barriers, designing AI tools that augment creativity without stifling imagination (like smart toys vs. real-world learning), the nuances of anthropomorphizing AI, and the future of multimodal AI applications in education and beyond. Learn why user observation and custom eval sets are vital for building truly useful AI tools.Learn more about Cognimates: http://cognimates.meDr. Stefania Druga's Publications: https://stefania11.github.io/publications/Watch Stefania's AI Engineer Talk: https://www.youtube.com/watch?v=ySYLsoAhXmgGet your free curated AI report from Anetic Daily IntelligenceSign up at: https://www.anetic.coGet FREE AI toolspip install tool-use-aiConnect with ushttps://x.com/ToolUseAIhttps://x.com/MikeBirdTechhttps://x.com/Stefania_druga00:00:00 - intro00:02:40 - Barriers and Perception in AI Learning00:06:00 - AI Learning Differences: Adults vs. Kids00:10:37 - AI Literacy for Non-Tinkerers00:14:31 - The Impact of Anthropomorphizing AI00:23:37 - Principles for Building Creative AI Tools00:33:05 - Common Misconceptions in Building AI Tools00:42:41 - Core Principle for AI Entrepreneurs: Observe Your UsersSubscribe for more insights on AI tools, productivity, and AI education.Tool Use is a weekly conversation with AI experts brought to you by Anetic.

Join Minki Jung, an insightful AI engineer and author of the Agile Manifesto for Flow Engineering, as she dives into the future of AI workflows. She draws fascinating parallels between Henry Ford’s assembly line and modern AI systems, emphasizing the need for structured workflows over mere prompt crafting. Discover practical techniques for breaking down complex AI tasks and learn when to leverage large language models versus traditional programming. Minki also offers tips on creating effective datasets and enhancing AI’s memory for better performance.

Dexter Horthy, Founder and CEO of Human Layer, dives deep into the importance of human oversight in AI technologies. He explains how 'outer loop agents' can drastically enhance AI reliability in critical areas like supply chain and infrastructure management. Dexter discusses frameworks that blend automation with human input, revealing common pitfalls in AI design. The conversation highlights that the future relies not on fully autonomous systems but on intelligent collaboration between humans and machines.

In this engaging discussion, Alex Meckes, a program manager at Mozilla AI, reveals the exciting potential of Mozilla AI Blueprints for rapid app development. He explains how this open-source tool allows creators to turn their AI concepts into functional applications in minutes. The conversation covers tips for coding and emphasizes the importance of community contributions. Alex also shares insights on empowering non-developers to harness AI, making technology more accessible for everyone. Tune in for a fun take on building your next AI project!

CJ Pais, an independent developer and LlamaFile maintainer, dives into the revolutionary world of hands-free computing. He discusses how AI is enabling voice control and even foot pedals for a more intuitive user experience. Topics include the impact of AI on accessibility and productivity, as well as future developments in augmented and virtual reality. CJ shares insights on enhancing community interactions through technology, highlighting the balance between innovation and personal accountability.

Dive into a discussion about the innovative AI landscape of 2025, featuring Google's cutting-edge image capabilities and OpenAI's dynamic API. Learn about the rise of general AI agents like Manus and discover the emotional connections created by Sesame's voice AI. Explore the implications of AI communication tools and the potential risks associated with voice technology. The conversation also touches on AI therapists and their role in mental health, all while comparing coding platforms for a comprehensive tech insight.