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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/
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00:00:00 - 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 Agent
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Tool Use is a weekly conversation with AI experts brought to you by Anetic.
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Unlock the secrets of AI music generation and learn how to turn a prompt into incredible songs! Discover groundbreaking AI tools that empower you to create incredible songs from simple text prompts. From Suno, to Udio, to Riffusion, we'll show you how AI is revolutionizing music creation, making it easier than ever to produce unique tracks. Generate Custom Songs For Any Occasion In Seconds – no musical experience needed! Dive into the future of music production and start making your own AI-generated masterpieces today. This guide explores the best AI music creators and text-to-music platforms.
Get Phlo's resources
https://aietalk.com/music
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00:00:00 - Intro
00:00:46 - Phlo's Journey into AI Music & Python Automation
00:03:12 - The Evolution of AI Music Generation: ChatGPT Moment for Music?
00:08:24 - Comparing AI Music Tools: Suno vs. Udio vs. Riffusion
00:12:47 - Creative Control & Unique Features in AI Music Generation Tools
00:20:12 - Live Demo: Crafting an AI Song with Suno & Prompting Techniques
00:45:45 - Phlo's AI Music Resources, Workshop Materials & Further Learning
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Tool Use is a weekly conversation with AI experts brought to you by Anetic.
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Is traditional AI Product Management becoming obsolete? Elina Lesyk, AI consultant and host of the AI Ketchup podcast, joins Tool Use to explore how AI is fundamentally reshaping the product management workflow. We dive into the necessary technical skills for AI PMs, whether AI prototyping tools like Bolt and V0 are replacing classic methods, essential AI UX design principles, and the core skills defining effective AI product leaders. Discover common AI implementation pitfalls, strategies for gathering user feedback for AI products, and how to identify promising AI use cases without forcing the tech. Essential insights for product managers, builders, and anyone navigating the AI shift in building products.
Connect with Elina Lesyk:
AI Ketchup Podcast: https://pod.elinalesyk.com
LinkedIn: https://www.linkedin.com/in/elina-lesyk
Get your free curated AI report from Anetic Daily Intelligence
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00:00:00 - Intro
00:07:55 - How Technical Do AI Product Managers Need to Be?
00:13:14 - AI Tools & Feedback Loops for Product Managers
00:23:39 - How AI is Changing Prototyping (Bolt, V0, Low-Code)
00:25:36 - Safety & Pitfalls in AI Implementation
00:31:08 - Designing AI User Interactions & Experience
00:41:21 - Identifying Promising AI Use Cases
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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.me
Dr. Stefania Druga's Publications: https://stefania11.github.io/publications/
Watch Stefania's AI Engineer Talk: https://www.youtube.com/watch?v=ySYLsoAhXmg
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00:00:00 - intro
00:02:40 - Barriers and Perception in AI Learning
00:06:00 - AI Learning Differences: Adults vs. Kids
00:10:37 - AI Literacy for Non-Tinkerers
00:14:31 - The Impact of Anthropomorphizing AI
00:23:37 - Principles for Building Creative AI Tools
00:33:05 - Common Misconceptions in Building AI Tools
00:42:41 - Core Principle for AI Entrepreneurs: Observe Your Users
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Tool Use is a weekly conversation with AI experts brought to you by Anetic.
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Flow engineering, AI workflows, and intelligent automation strategies for developers and AI builders. In this episode of Tool Use, we explore how orchestrating multiple AI steps transforms complex systems beyond simple prompt engineering.
Learn why most AI builders focus too much on crafting perfect prompts when real-world applications demand intelligent workflows. Discover Minki Jung's practical advice on decomposing tasks, designing ergonomic prompts, and building AI systems that actually work.
Key topics covered:
- How to think about AI workflows like Henry Ford's assembly line
- The difference between prompt engineering and flow engineering
- Practical techniques for decomposing complex AI tasks
- When to use LLMs vs. traditional programming in your workflow
- How to create memory and judgment within AI systems
- Tips for testing and evaluating AI workflows
Whether you're building AI content systems, tools, assistants, or decision engines, this episode will completely change how you approach AI architecture.
Get your free curated AI report from Anetic Daily Intelligence
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00:00:00 intro
00:02:20 - What is Flow Engineering?
00:03:41 - Workflows vs Autonomous Agents
00:06:46 - The Henry Ford Approach to Workflows
00:10:26 - How to Decompose AI Tasks (7 Steps)
00:16:38 - Choosing the Right LLM for Each Step
00:21:44 - Pro Tips for Prompt Engineering
00:27:46 - Learning AI & Avoiding Hype (Focus!)
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Tool Use is a weekly conversation with AI experts brought to you by Anetic.
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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-agents
Get your daily curated AI news from Anetic Daily Intelligence
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00:00 - Intro
00:53 - How Dexter Horthy Started Building AI Agents
07:02 - Why Human-in-the-Loop is Essential for AI Reliability
17:13 - Best Frameworks and Practices for Building AI Agents
22:22 - Model Context Protocol (MCP): Hype or Essential?
26:45 - Common Mistakes When Building AI Agents
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Tool Use is a weekly conversation with AI experts brought to you by Anetic.
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Want to build powerful A.I. apps faster than ever before?
In this episode of Tool Use, discover Mozilla.AI Blueprints—the new workflow designed to help you turn your AI concepts into fully functional apps in minutes, not weeks. Whether you're creating chatbots, productivity tools, or custom AI solutions, Mozilla.AI Blueprints simplifies the development process, enabling rapid prototyping.Learn step-by-step how Mozilla.AI Blueprints can accelerate your next AI project, reduce complexity, and help you deliver real-world applications quickly. Perfect for developers, entrepreneurs, and tech enthusiasts seeking the fastest path to practical, working AI apps.
Learn more about Blueprints:
https://blueprints.mozilla.ai/
LLM Commit Generator:
https://github.com/ToolUse/llmcommit
Get your daily curated AI news from Anetic Daily Intelligence
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00:00:00 - Introduction to Tool Use episode 33
00:02:15 - Alex Meckes' journey into AI
00:04:48 - Introduction to Mozilla AI Blueprints
00:08:00 - Getting started with Blueprints
00:11:30 - Community contributions and future blueprints
00:17:25 - Vibe coding tips and best practices
00:24:30 - Open source AI ecosystem needs
00:29:30 - Alex's favorite AI tools and blueprints
(generated by https://www.vibestamps.com/)
Subscribe for more insights on AI tools, productivity, and open source AI.
Tool Use is a weekly conversation with AI experts brought to you by Anetic.
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Discover how AI is transforming the way we interact with computers, eliminating the need for traditional keyboards and enabling hands-free computing. In this episode, we explore how voice control, innovative AI tools, and even foot pedals are redefining our digital experiences. Learn about practical AI solutions for accessibility, productivity, and more, and get insights from our guest, an independent developer actively pioneering these advancements.
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01:59 - How AI Enables Hands-Free Computing
07:34 - Using a Foot Pedal to Control Your Computer
10:20 - The Future of Voice and AR in Computing
15:29 - How AI Could Revolutionize Community and Social Interaction
31:48 - Improving Productivity and Intentionality with AI
Subscribe for more insights on AI tools, productivity, and the future of accessibility
Tool Use is a weekly conversation with AI experts brought to you by Anetic.
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This week, Mike and Ty explore the rapidly evolving AI landscape of 2025. They cover Google's impressive new image capabilities, OpenAI's computer vision API, and the rise of general agents like Manus. Join the conversation as they discuss agent-to-agent communication, the emotional connections possible with Sesame's voice AI, and how Deep Research is changing information access. Whether you're a developer, tech enthusiast, or just curious about where AI is headed, this episode gives you the insights you need to stay ahead of the curve. Discover which AI tools are making real impact and how they could transform your workflow and digital experience.Google - https://developers.googleblog.com/en/experiment-with-gemini-20-flash-native-image-generation/OpenAI - https://openai.com/index/new-tools-for-building-agents/Claude code - https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overviewManus - https://manus.im/Sesami - https://www.sesame.com/research/crossing_the_uncanny_valley_of_voiceFrancisco - https://x.com/fpinghamGet 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/FieroTy00:40 - Google's Native Image Input/Output Capabilities 06:41 - OpenAI Response API and Computer Control Features 12:26 - Manus: The First General AI Agent from China 24:06 - Claude 3.7 Sonnet and Claude Code Updates 28:58 - Sesame Voice AI: Crossing the Uncanny Valley 37:14 - Deep Research Tool Transforming AI ResearchSubscribe for more insights on AI tools, productivity, and the AI ecosystem.Tool Use is a weekly conversation with AI experts brought to you by Anetic.
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Get your daily curated AI news from Anetic Daily Intelligence
Sign up at: www.anetic.co
Struggling with inconsistent results from your AI apps? In this episode, learn how to build AI applications that deliver reliable, predictable, and trustworthy outputs every single time. We're joined by Viabhav Gupta, co-creator of BAML.
We dive deep into powerful techniques like structured outputs and effective prompt engineering—key practices used by top developers and industry experts. Gain insights into practical strategies and proven frameworks that will ensure your AI apps are consistent, efficient, and user-friendly.
Whether you're an experienced developer, entrepreneur, or just getting started with AI, this video will equip you with essential tips and best practices to elevate your AI projects to the next level.
Topics covered:
- Ensuring consistent AI results
- Mastering structured outputs
- Advanced prompt engineering techniques
- Practical methods to boost AI reliability
Learn more about BAML
https://www.boundaryml.com/
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2:27 - What is BAML?
16:17 - Implementing BAML in existing projects
28:42 - Prompt Engineering Tips
Subscribe for more insights on AI tools, productivity, and best practices around AI.
Tool Use is a weekly conversation with AI experts brought to you by Anetic.
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Tool Use delivers weekly expert conversations, practical demos, and AI tools. We highlight tools you'll actually use, keeping you ahead of the curve. Follow now for fresh AI insights
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Ever wonder why the most successful AI builders launch their projects before they're perfect? In this episode of Tool Use, we're joined by Adam Cohen Hillel—AI builder, hardware hacker, and community-driven creator—to explore the real reasons top creators ship early, the hidden pitfalls of hardware projects, and the incredible value of building openly. Discover practical insights on overcoming perfectionism, accelerating your learning through public feedback, and actually finishing the AI projects you've always dreamed of.
Get your daily curated AI news from Anetic Daily Intelligence
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00:40 - Adam's journey into AI
06:03 - What drives people's curiosity to build
15:37 - Adam's workflow and tools
32:53 - Security tips for developers
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Tool Use is a weekly conversation with AI experts brought to you by Anetic.
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https://anetic.co
Tired of wasting hours managing your inbox? In this episode of Tool Use, we explore how AI is revolutionizing email management with Sarah Allali, founder of Lobby AI. Discover how intelligent email agents can automatically process your messages, prepare meeting invitations, draft responses, and prioritize your communications without you ever opening your inbox. Learn the future of work orchestration as Sarah explains how AI assistants analyze your habits, understand your priorities, and handle the busy work of email management so you can focus on what truly matters.
Check out Lobby AI:
https://thelobby.ai
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03:59 - What makes AI email processing truly valuable
07:44 - How the system prioritizes important emails
12:17 - Knowledge work that can be delegated to AI
14:55 - Creating premium AI experiences
22:10 - Lobby AI demo
Tool Use is a weekly conversation about helpful AI tools you can use today, brought to you by Anetic.
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This week we're joined by Nathaniel Whittlemore (NLW), founder and CEO of Superintelligent and host of the AI Daily Brief podcast, for an in-depth discussion on the current state of AI agents. We explore the evolving definition of AI agents, why getting caught up in technical definitions may be missing the point, and examine real-world use cases and limitations of AI agents in business today. NLW shares insights on why most companies are still best suited for single-purpose, specific agents rather than complex multi-agent systems, and discusses the challenges of AI adoption, from data readiness to employee resistance.
The conversation explores how companies are shifting from buying to building their own AI solutions, the cultural and leadership challenges of implementing AI agents, and predictions for AI agent development in 2025 and beyond. NLW also provides practical advice for staying up-to-date in the rapidly evolving AI landscape.
Check out Superintelligent
https://besuper.ai/
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00:49 - Definition of AI agents and their practical use cases
13:50 - Hallucinations in AI and impact on business adoption
18:19 - Common mistakes businesses make when implementing AI
25:01 - Cultural readiness for AI adoption
35:59 - Future of work: Everyone becoming managers of AI agents
Tool Use is a weekly conversation about helpful AI tools you can use today, brought to you by Anetic.
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In this episode, we dive deep into the world of open source AI with Victor Miller from LLM360. Learn why open source data is crucial for training better AI models (and how it's shaping the future of robotics). Victor shares insights on TXT360 (a 15 trillion token dataset) and explains why data quality matters more than ever in AI development.Key topics covered:- Why open source matters in AI development- The relationship between data quality and model performance- The future of robotics as an AI application layer- How to get started building with open source AI- Practical advice for newcomers to AI developmentVictor also discusses recent developments in open source models, including DeepSeek, Sky T1, and S1, and shares his perspective on the future of AI applications in robotics and beyond.Get FREE AI tools pip install tool-use-ai Connect with us https://x.com/ToolUseAI https://x.com/MikeBirdTech https://x.com/FieroTy02:22 - What makes a good LLM training dataset 06:00 - The importance of open source in AI development 14:12 - MetaGene model for virus detection and public health 24:24 - Challenges and future of home roboticsTool Use is a weekly conversation about helpful AI tools you can use today, brought to you by Anetic.
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This week we learn how to build production-ready RAG systems from Graphlit CEO Kirk Marple. Kirk shares crucial insights about knowledge graphs, reranking, and scaling RAG beyond basic implementations. Essential viewing for developers working with AI and large language models.Check out Graphlithttps://www.graphlit.com/Get FREE AI tools pip install tool-use-aiConnect with ushttps://x.com/ToolUseAI https://x.com/MikeBirdTech
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https://x.com/KirkMarple
02:47 Comprehensive RAG Explanation07:27 Chunking Strategies in RAG26:12 Knowledge Graphs in RAG37:32 Future Challenges and Complex RetrievalNeed help implementing AI in your business? We're here to help! Send us a message
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In this episode, we return to our demo roots with something special - an open source meeting transcriber and audio processor that runs 100% locally. We're tired of paying monthly subscriptions for basic tools, so we built WhisperBox.Please consider supporting the channel and purchasing the GUI version of Whisperboxhttps://tooluse.gumroad.com/l/whisperboxGet Whisperbox for freeCode: https://github.com/ToolUse/whisperboxInstall: pip install whisperbox Get FREE AI tools pip install tool-use-aiConnect with ushttps://x.com/ToolUseAI https://x.com/MikeBirdTechhttps://x.com/FieroTy01:15 - Anetic announcement04:44 - Whisperbox08:52 - Demos23:22 - AI News Discussion
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AI education is changing forever. Hai Nghiem shows us Cats with Bats, an innovative platform that makes learning AI engineering faster and more intuitive. Watch how advanced features like code extraction, AI-powered video navigation, and agent instructions are transforming how developers learn AI engineering. From his experience running AI Tinkerers Ottawa to building educational tools, Hai shares insights on the future of AI education and engineering.Check out Cats with Batshttps://www.catswithbats.com/Get FREE AI tools pip install tool-use-aiConnect with ushttps://x.com/ToolUseAI https://x.com/MikeBirdTechhttps://x.com/FieroTyhttps://x.com/haithehumanhttps://www.linkedin.com/in/haiphunghiem/
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Teams of A.I. agents are the future. Aaron teaches us about Mosaia, a platform for building teams of AI agents without any code.Check out Mosaiahttps://www.mosaia.io/Get FREE AI tools pip install tool-use-aiConnect with ushttps://x.com/ToolUseAIhttps://x.com/MikeBirdTechhttps://x.com/FieroTyhttps://x.com/aaronwongellis
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Graham Neubig, the Chief Scientist and Co-Founder of All Hands AI joins us to talk about OpenHands and the future of coding agentsLinkshttps://www.all-hands.dev/
https://github.com/All-Hands-AI/OpenHands
https://discord.gg/p2jcTRBTB8Get the toolspip install tool-use-aiConnect with ushttps://x.com/ToolUseAI
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https://x.com/gneubig
- Visa fler
