Tool Use - AI Conversations

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.

This week, we explore why keeping humans in the loop is crucial for AI agent success. Discover how "outer loop agents" can transform unreliable 80% accuracy into enterprise-grade solutions through strategic human checkpoints.Our guest, Dexter Horthy explains how human-in-the-loop systems enable AI to handle high-stakes tasks like infrastructure management, supply chain operations, and critical business decisions that would otherwise be too risky. Learn about the practical frameworks for implementing human oversight that major companies are already using to deploy AI safely and effectively.If you're building AI agents or automations and struggling with reliability issues, this episode reveals the missing piece in your system design. Find out why the future of AI isn't about complete autonomy, but intelligent collaboration between humans and machines.Check out HumanLayer:https://www.humanlayer.dev/12 Factor Agents:https://github.com/humanlayer/12-factor-agentsGet your daily curated AI news from Anetic Daily Intelligence Sign up at: https://www.anetic.coGet FREE AI tools pip install tool-use-ai Connect with us https://x.com/ToolUseAI https://x.com/MikeBirdTech https://x.com/FieroTyhttps://x.com/dexhorthy00:00 - Intro00:53 - How Dexter Horthy Started Building AI Agents07:02 - Why Human-in-the-Loop is Essential for AI Reliability17:13 - Best Frameworks and Practices for Building AI Agents22:22 - Model Context Protocol (MCP): Hype or Essential?26:45 - Common Mistakes When Building AI AgentsSubscribe for more insights on AI tools, productivity, and AI Agents.Tool Use is a weekly conversation with AI experts brought to you by Anetic.

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.

Viabhav Gupta, co-creator of BAML, dives into the future of AI application development. He explains how BAML revolutionizes programming by managing unreliable models with structured outputs. Gupta shares expert tips on prompt engineering to ensure clarity and effectiveness. Listeners gain insights into overcoming serialization challenges and the importance of real-time feedback in coding. He also shares reflections on the entrepreneurial landscape in AI, emphasizing team culture and passion in navigating tech ventures.

Dive into a treasure trove of invaluable AI tools that can elevate your tech game. Discover practical demonstrations that showcase real-world applications, ensuring you stay ahead in the fast-evolving AI landscape. Engage with expert insights while becoming part of a dynamic community eager to share knowledge. Tune in for fresh, actionable tips that make AI accessible and relevant!

In this discussion, Adam Cohen Hillel, an AI builder and hardware hacker, shares insights on the importance of launching projects before they're perfect. He emphasizes how early shipping fosters learning through public feedback. Adam highlights the challenges of transitioning from software to hardware, the value of community engagement in innovation, and the dynamic culture of hacker houses. He also addresses the limitations of current AI tools and offers practical advice for aspiring tech creators on networking and building connections.

In this conversation, Sarah Allali, Founder and CEO of Lobby AI, discusses how AI is revolutionizing email management. She reveals how intelligent assistants can handle inbox tasks like drafting responses and setting up meetings, freeing up valuable time. The chat also covers the importance of user experience and personalization in AI tools, and how email prioritization can be improved through behavioral analysis. Sarah shares insights for aspiring AI founders, emphasizing the need to solve real-world problems.

Dive into the world of AI agents with insightful discussions on their evolving definitions and practical applications. Explore the challenges businesses face in AI adoption, from data readiness to employee resistance. Discover why single-purpose agents are often more effective than complex systems. Gain insights into cultural readiness and the leadership shift required for successful implementation. Hear predictions for the future of AI and practical advice on staying informed in this fast-paced landscape.