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Tool Use - AI Conversations
Tool Use - AI Conversations
Author: Mike Bird
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© Mike Bird
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The latest AI tools and strategies, featuring top builders, entrepreneurs, and researchers.
Every Tuesday, get actionable knowledge about AI services that you can use today.
- Conversations with AI builders and founders
- Practical tips for applying AI immediately
- Live demos of cutting-edge AI products
- Deep dives into open-source projects
Join us as we explore the rapidly evolving AI landscape and discover tools that transform productivity, creativity, and business.
Subscribe now and stay ahead of the AI curve
Every Tuesday, get actionable knowledge about AI services that you can use today.
- Conversations with AI builders and founders
- Practical tips for applying AI immediately
- Live demos of cutting-edge AI products
- Deep dives into open-source projects
Join us as we explore the rapidly evolving AI landscape and discover tools that transform productivity, creativity, and business.
Subscribe now and stay ahead of the AI curve
78 Episodes
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Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXUnlock the ability to build AI tools without coding experience as Justin Borge joins Tool Use to demonstrate how he built Helios, a personal management system, using only LLMs like Gemini and Claude. Justin breaks down his transition from marketer to growth engineer, sharing his exact workflows for using JSON documentation to give AI a perfect memory of his business and goals. He reveals his unique "bullying" strategy for debugging code using persona-based prompts and explains how he created a human-in-the-loop system to safely edit local files without hallucinations. This conversation covers everything from writing your first Python script to mastering meta-prompting for maximum productivity.https://www.linkedin.com/in/justinborge/ https://justinborge.comConnect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech00:00:00 - Intro 00:03:49 - Top AI Tools & JSON Workflows 00:10:06 - Transitioning from Marketing to Engineering 00:12:23 - How to Debug Code Without Coding Knowledge 00:13:56 - Persona Prompting & "Bullying" LLMs 00:18:09 - Live Demo: Helios AI Management System 00:31:29 - How to Start Building AI Tools TodaySubscribe for more insights on AI tools, productivity, and growth engineering.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXDiscover the power of the Ralph Wiggum Loop with Ryan Carson as we explore the future of AI coding agents, autonomous workflows, and building one-person companies. In this episode, we break down how to implement Jeff Huntley’s simplified bash script loop using tools like Claude Code and Amp to ship features faster than ever. Ryan shares his tactical advice on creating high-quality PRDs, defining clear acceptance criteria for agent browser testing, and moving beyond human-in-the-loop development. We also dive into advanced AI engineering strategies, including self-healing systems, MCP servers like Sentry and Fizzy, and how to use LLMs to automate business operations through CRON job insights and email marketing drips. Whether you are an AI engineer or a founder, learn how to stop writing syntax and start orchestrating a fleet of agents to amplify your delivery speed and creative joy.Follow Ryan's Work: Untangle: https://www.untangle-us.com/ Ralph Loop Repo: https://github.com/snarktank/ralph Ryan on X: https://x.com/ryancarsonConnect with ushttps://x.com/ToolUsePodcasthttps://x.com/MikeBirdTechhttps://x.com/ryancarson00:00:00 - Intro 00:01:17 - How the Ralph Wiggum Loop Works 00:02:46 - Fresh Context Windows vs. Context Rot 00:12:15 - Deterministic Harnessing and Agent Hooks 00:17:59 - Agent Browser Testing & Acceptance Criteria 00:28:13 - Automating Business and Marketing Loops00:39:09 - PR Review Bots and AI Engineering WorkflowsSubscribe for more insights on AI tools, productivity, and orchestration.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXClaude Code is evolving from a terminal-based developer tool into the Everything Agent that manages your entire life. In this episode, Eric Buess returns to show us how he built a hands-free, voice-controlled AI system that handles everything from school emails and calendar scheduling to monitoring family text messages. We dive deep into advanced Claude Code strategies, including how to use the hook system to intercept model prompts and the Ralph Wickham loop to enable truly autonomous task completion. Eric explains why he moved away from static claude.md files in favor of programmatic hooks that steer the model with surgical precision. We also explore the power of adversarial sub-agents that fact-check AI claims and the Titus wake word system that lets him command his terminal from a car or Meta Ray-Ban glasses. Whether you are a developer looking to maximize the Anthropic Agent SDK or a productivity enthusiast wanting to reclaim your time, this masterclass in agentic workflows will change how you think about AI automation.Keep up with Eric: https://ericbuess.aiConnect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech https://x.com/EricBuess00:00:00 - Intro 00:02:20 - The Claude Code Hook System & Vertical Stack 00:03:08 - Why Agentic Hooks Matter for Automation 00:11:58 - Replacing claude.md with JSON Rules & Hooks 00:16:43 - Multi-Agent Workflows & Adversarial Validation 00:29:58 - Autonomous Task Loops & Self-Referential Injection 00:41:00 - Hands-Free AI: Voice-Controlled Claude CodeSubscribe for more insights on AI tools, productivity, and Agentic Workflows.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXSukh Saini, an exited founder and the creator of Engyne, joins Tool Use to break down the essential strategies for AI product distribution and personal branding. With a track record of 38 products, Sukh shares how he transitioned from a self-proclaimed horrible employee to a successful entrepreneur by mastering the business loop of building, selling, and scaling. This episode covers the vital shift from managing multiple low-revenue apps to focusing on exponential growth through high-conviction projects like Retail, which he sold after finding a unique distribution edge within the Stripe marketplace.Learn why building in public is a massive advantage for establishing trust and why marketplaces like Canva, Stripe, and the ChatGPT store are the next big frontiers for indie developers. Sukh also details his practical framework for validating demand through industry research and hypothesis-driven customer calls, ensuring you solve high-value problems before writing a single line of code. Whether you are interested in B2B SaaS, AI app stores, or building a thought leadership brand on LinkedIn, this conversation provides a tactical playbook for any builder looking to win in the AI era.Engyne: https://engyne.ai/ Sukh's LinkedIn: https://www.linkedin.com/in/sssaini/Connect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech https://x.com/thisissukh_00:00:00 - Intro 00:01:21 - How to build a winning product loop 00:04:26 - Mastering product distribution and the Stripe marketplace 00:08:12 - Why building a collection of small apps is a mistake 00:14:56 - Validating SaaS demand before writing code 00:21:56 - Tactical framework for finding customer pain points 00:27:59 - The competitive advantage of building in public 00:42:27 - Unlocking distribution through the ChatGPT app storeSubscribe for more insights on AI tools, productivity, and entrepreneurship.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXMaster your AI career in 2026 with this comprehensive guide on how to get a job in AI as a developer or non-technical professional. Mike Bird, AI and Engineering Lead at BoxOne Ventures, breaks down his personal journey from software developer to AI leader and shares insider secrets on the modern hiring process. Learn why traditional resumes are failing in the age of AI screeners and why you should embrace building in public, networking at AI Tinkerers events, and creating obnoxious resumes to stand out from thousands of bot-driven applications. Whether you are looking to become an AI engineer, a specialized AI consultant, or the AI champion at your current company, this episode provides actionable strategies on leveraging tools like Claude Code, Cursor, and more to proof-of-concept your way into the fastest-growing industry in human history. We dive deep into the technical skills required for 2026, including managing fleets of AI agents and mastering security audits, while also addressing career pivots for those in their 40s or 50s.Connect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech00:00:00 - Intro00:01:02 - Career Pivot Strategy: From Dev to AI Lead00:03:35 - Beat AI Screeners: The Case for the "Obnoxious" Resume00:10:43 - 2026 AI Engineer Interview: Technical Screens & Vibe Checks00:16:08 - AI Consulting vs Productizing: Knowledge Arbitrage Tips00:20:08 - Build in Public: How to Increase Your AI Luck Surface Area00:25:30 - Non-Technical Strategy: Becoming an AI Champion00:30:32 - Realistically how long it takes to transition into AI00:36:26 - Is it too late to learn AI if you are 40+ or 50+?Subscribe for more insights on AI tools, productivity, and entrepreneurship.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXIn this 2025 year-end wrap-up, we dive deep into the massive shifts in the AI landscape, from the surprise release of GPT-5.2 to the rise of open source models like DeepSeek. Mike Bird and Richardson Dackam reflect on a year defined by accelerating iteration cycles, the growing energy bottleneck for data centers, and the emergence of reasoning models that have changed how we approach complex tasks. We also look ahead to 2026, predicting the evolution of browser agents, the integration of AI in physical robotics, and why the next frontier of artificial general intelligence might actually be found in biological simulation. Whether you are interested in fine-tuning open models, the future of AI-generated content, or how programmable payments through crypto will enable the agentic future, this episode covers the essential trends every AI builder needs to know.Check out Richardson's workhttps://www.nshipyard.com/Connect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech https://x.com/RichardsonDx00:00:00 - Intro00:00:26 - Frontier Model Race: Gemini 3 vs GPT-5.200:07:27 - Open Source AI and the DeepSeek Market Shock00:12:06 - The Future of AI Interfacing: Voice & Multimodality00:30:39 - Browser Agents and Agentic Tools for 202600:41:58 - Physical AI: The Humanoid Robot Revolution00:48:20 - The Next Frontier: Why Biology is the Bottleneck for AGISubscribe for more insights on AI tools, productivity, and automation.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXDiscover how to master your executive function and reclaim your schedule with AI. In Episode 71 of Tool Use, Sam Julien (Director of Developer Relations and Experience at Writer) joins Mike Bird to explore how AI acts as the ultimate equalizer for productivity and mental clarity. We dive deep into practical strategies for reducing the time tax of administrative drudgery, using AI voice-to-text for brain dumping, and leveraging models as rubber duck brainstorming partners. Whether you are navigating new parenthood, managing a fast-paced career, or looking to avoid burnout, this conversation covers the micro-skills that lead to massive quality-of-life improvements. From using local Whisper models for privacy to the role of AI in creative work, learn how to stop the brain rot and start using technology to find your flow.Learn more about Sam Julien: http://www.samjulien.com/https://www.linkedin.com/in/samjulien/Connect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech https://x.com/samjulien00:00:00 - Intro 00:01:21 - Validating AI Engineering: Moving from Hype to Reality 00:02:14 - Mastering Executive Function with AI Voice Dictation 00:06:53 - AI as a Brainstorming Partner and Rubber Duck 00:15:36 - Solving the ROI Challenge: Context Engineering vs. Drudgery 00:18:43 - Leveraging AI to Prevent Burnout and Admin Fatigue 00:26:14 - Navigating AI Monoculture and Preserving Human ConnectionSubscribe for more insights on AI tools, productivity, and executive function.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXDiscover the future of front-end development with Cluso, an AI-powered web inspector and browser designed for "vibe coding." In this episode, Jason Kneen returns to demonstrate how to build bespoke AI tools that go beyond simple transcription. We dive deep into implementing voice control with context-aware agents, mastering the Model Context Protocol (MCP) for tool integration, and building fast orchestration layers to route requests between local models and cloud agents like Claude and Gemini. Whether you are interested in Electron app development, context splicing, or multi-view mobile testing, this conversation covers how top builders are creating their own workflows.Cluso: https://cluso.app/Connect with ushttps://x.com/ToolUsePodcasthttps://x.com/MikeBirdTechhttps://x.com/jasonkneen00:00:00 - Intro00:07:54 - Building Voice Control for AI Agents00:15:20 - Leveraging MCP for Better Tooling00:19:42 - Fast Orchestration & Model Routing00:25:06 - Multi-Model Agent Architecture00:31:13 - Cluso Demo & WorkflowSubscribe for more insights on AI tools, productivity, and modern software development.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXDiscover how non-technical founders are building valid MVPs using vibe coding and Cursor, and why you need to move beyond simple AI wrappers. We sit down with Mike Leslie, CEO of Revela, to discuss the critical strategies for de-risking your business from big AI labs like OpenAI and Anthropic. Learn when to transition to in-house open-source models, how to fine-tune small language models (SLMs) for specific use cases, and the best methods for structured data collection to build a defensible IP moat.https://revela.io/ https://www.linkedin.com/in/mike-leslie-8b48a9141/Connect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech https://x.com/MikeLeslieML00:00:00 - Intro 00:04:14 - Advice for Non-Technical Founders: The "Vibe Coding" Revolution 00:13:07 - Hiring Strategy: Agency vs. In-House Tech Team 00:15:22 - Why You Must Move AI In-House: Small Language Models (SLMs) & Control 00:21:20 - How to Build a Data Moat: Structured Collection & Fine-Tuning 00:29:28 - The Trap of Thin Wrappers: The Cursor vs. Anthropic Cautionary TaleSubscribe for more insights on AI tools, productivity, and AI engineering.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXBuilding AI agents is the current trend, but are you doing it correctly? Sam Bhagwat, founder of Mastra, joins Tool Use to breakdown the principles of building reliable AI agents. We discuss why you should use a TypeScript agent framework like Mastra, how to engineer production-grade prompts, and the best patterns for tool calling. Sam explains advanced concepts like observational memory, dynamic agents, and the "lethal trifecta" of security risks. Whether you are building coding agents or enterprise workflows, this episode covers the essential primitives for success.Mastra: https://mastra.ai/ Get the Book: https://mastra.ai/bookConnect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech https://x.com/calcsam00:00:00 - Intro 00:01:19 - When to use an AI Agent Framework 00:06:05 - Principles for designing Agent Tools 00:11:01 - Human-in-the-loop Architectures 00:17:19 - Working Memory vs Long-term Memory 00:32:03 - The "Lethal Trifecta" of Security RisksSubscribe for more insights on AI tools, productivity, and AI Agents.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXTurn your Obsidian vault into a fully automated operating system using Claude Code and AI agents. In this episode of Tool Use, physicist and AI explorer Artem Zhutov reveals how to leverage coding agents for non-coding workflows to optimize your productivity.Discover how to build a dynamic "second brain" that acts as a personal coach, automates daily planning, and streamlines job searches—all while keeping your data local. Artem breaks down his unique setup where Claude Code interacts directly with his Obsidian files, running Python scripts and custom slash commands to create reliable, affordable, and powerful automations. From "just-in-time" context loading to instant voice note transcription with WhisperFlow, this conversation covers the cutting edge of personal knowledge management (PKM) and local AI assistance.Artem:Website: https://artemxtech.github.io/ YouTube: https://www.youtube.com/@ArtemXTech Connect with us https://x.com/ToolUsePodcasthttps://x.com/MikeBirdTechhttps://x.com/ArtemXTech00:00:00 - Intro 00:05:25 - How to Identify & Plan AI Workflows 00:11:36 - Building a "Second Brain" Morning Routine 00:17:48 - Automating Job Searches with Claude Code 00:22:03 - Managing Context with Claude.md Helper Files 00:31:55 - Making AI Agents Reliable with Deterministic Scripts 00:43:27 - How to Start Building Coding Agent WorkflowsSubscribe for more insights on AI tools, productivity, and automation.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXAI Agents, RAG hype, and the "Impossible Triangle" of LLM Infrastructure take center stage in this deep dive with Swyx (Shawn Wang). As the co-founder of AI Engineer and a team member at Cognition, Swyx breaks down why vertical agents are the golden opportunity for developers right now. We explore the decline of standalone vector databases, the rise of MCP vs. Computer Use, and why your prompts shouldn't live in your codebase. Whether you are building AI tools or trying to scale them, this conversation covers the essential shift from "vibe coding" to serious engineering using AI Gateways and proper evaluations.Swyx's Website: https://www.swyx.io/ Read the Impossible Triangle of LLM Infra: https://www.swyx.io/impossible-triangle Latent Space: https://www.latent.space/Connect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech https://x.com/swyx00:00:00 - Intro 00:04:03 - Why Agentic Browsers Haven't Stuck Yet 00:05:33 - Voice vs Slack: The God Interface 00:11:24 - Why MCP Won & The Reality of Integrations 00:18:27 - The Vector Database Hype Cycle 00:20:37 - Why You Should Build Vertical AI Agents 00:30:03 - Stop Putting Prompts in Your CodebaseSubscribe for more insights on AI tools, productivity, and agentic workflows.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXExplore AI risk mitigation, prompt injection dangers, and AI safety in this deep dive with AI engineering consultant Kyle Clark. We discuss the critical role of human-in-the-loop systems, safe AI implementation strategies for businesses, and the hidden dangers of AI web browsers and context rot. Kyle shares expert insights on leveraging AI tools like Claude Code, managing subagents, the pitfalls of MCP servers, and the build vs. buy debate for AI models. Learn how to use AI safely in your personal life and what companies must do to prepare for an AI transformation, including data governance and permissions management.Keep up with Kyle Clark https://www.linkedin.com/in/kyle-clark-tech/Simon Willison's "The Lethal Trifecta" https://simonwillison.net/2025/Jun/16/the-lethal-trifecta/Connect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech00:00:00 - Intro00:00:49 - The New Plane of AI Risk & Prompt Injection00:10:30 - How Businesses Can Implement AI Safely00:13:21 - Human in the Loop & Claude Code00:17:18 - Using Subagents as a Mitigation00:31:03 - The Build vs. Buy Debate for AI Models00:36:06 - What is Context Rot (And Why It Matters)Subscribe for more insights on AI tools, productivity, and AI safety.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXMaster n8n workflow automation in this complete guide. If you're tired of manual tasks, n8n (an open-source Zapier alternative) might be the solution. Richardson Dackam, founder and AI builder, joins Mike to explore how developers can save time using n8n. We dive into powerful use cases like email management, social media automation, and prototyping. Learn how to integrate AI models (OpenAI, Anthropic, Gemini), run custom code scripts, use webhooks, connect to databases, and implement human-in-the-loop validation. Richardson also shares common pitfalls, observability strategies, and the difference between self-hosting and the cloud.Learn more from Richardson: https://richdackam.comhttps://www.nshipyard.comConnect with us https://x.com/ToolUsePodcasthttps://x.com/MikeBirdTechhttps://x.com/RichardsonDx00:00:00 - Intro 00:00:32 - What is n8n? (Open-Source Automation) 00:02:23 - Common n8n Use Cases (Email, Social Media) 00:03:36 - Automating Email: AI Tone & Human in the Loop 00:07:02 - Observability, Logging, and Error Handling 00:22:00 - Using Custom Code & JavaScript Nodes 00:29:50 - n8n Cloud vs. Self-Hosting (Features & Security) 00:37:01 - How to Get Started with n8n (Beginner's Roadmap)Subscribe for more insights on AI tools, productivity, and automation.Tool Use is a weekly conversation with the top AI experts.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXIs your RAG (Retrieval-Augmented Generation) pipeline optimized, or is it even necessary? We all know context is king for LLMs, but large context windows might not be the answer. On Episode 63 of Tool Use, we deep dive into RAG with Apurva Misra, founder of Sentick. We explore the entire RAG workflow, from creating and optimizing embeddings to choosing the right vector DB (like Postgres with PG Vector). Apurva explains the critical role of re-rankers , the power of hybrid search (combining semantic and keyword search) , and when to consider agentic RAG. We also cover the essential steps for taking your RAG system to production, including data quality, feedback loops , and safety guardrails.Connect with Apurva Misra: LinkedIn: https://www.linkedin.com/in/misraapurva/ Consulting: https://www.sentick.com/ Website: https://apurvamisra.com/Connect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech00:00:00 - Intro 00:01:18 - What is RAG (Retrieval-Augmented Generation)? 00:03:41 - Is RAG Dead? Large Context Windows vs. RAG 00:06:40 - The RAG Workflow: Embeddings, Chunking & Vector DBs 00:28:00 - Do You Need a Re-Ranker? 00:41:24 - Production RAG: Safety, Guardrails & EfficiencySubscribe for more insights on AI tools, productivity, and RAG.Tool Use is a weekly conversation with the top AI experts, brought to you by ToolHive.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXUnlock the power of AI for personalization at scale in your business. While many focus on AI for efficiency, the real game-changer is creating magical, more human digital experiences for your customers. We're joined by Lee Russell, founder of Minimum Viable Launch and an AI expert with over a decade of experience, to discuss how you can leverage AI to be both "high tech and high touch," transforming your marketing, sales, and product delivery.Discover the concept of "context engines" and learn why gathering qualitative customer data is your new competitive moat in the age of AI. We explore the tools you need to build this infrastructure, from powerful automation platforms like n8n to the magic of vector databases for chatting with your unstructured data. Lee also shares his strategies for avoiding generic "AI slop" and creating truly unique, high-quality outputs that will make your customer experience remarkable.Learn more from Lee Russell: https://www.minimalviablelaunch.io/Connect with us https://x.com/ToolUsePodcast https://x.com/MikeBirdTech 00:00 - Intro 01:27 - "High Tech, High Touch": Personalization at Scale Explained 07:55 - The Best Data for AI Personalization 12:03 - How to Avoid Creating "AI Slop" 21:15 - AI Tools for Building Custom Agents (n8n & Vector DBs) 30:37 - How to Start Learning and Escape "Tutorial Hell"Subscribe for more insights on AI tools, productivity, and personalization.Tool Use is a weekly conversation with the top AI experts, brought to you by ToolHive.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXStruggling to cut through the AI hype to find real operational efficiency for your business? In this episode, we're joined by Csongor Barabasi, CEO of Bonsai Labs, an AI value creation partner for private equity firms. Csongor shares his expert framework for deploying AI agents to achieve massive productivity gains.Learn the practical steps to progress from a simple AI co-pilot to a fully autonomous AI agent , and discover how to create a 'golden data set' and feedback loops to make your systems smarter over time. We cover the critical build vs. buy debate , strategies for process automation , data security considerations , calculating ROI for AI projects , and enabling non-technical teams to build custom workflows. This is your ultimate guide to using AI for tangible business results.Csongor is the founder/CEO of Bonsai Labs, a specialized AI transformation and value creation firm working with Private Equity portfolio companies. With engineering excellence at it's core, the they deliver AI workflow automations and build custom AI products with tangible impact within weeks.Bonsai Labs: https://bonsai-labs.comCsongor: https://linkedin.com/in/barabasicsongorConnect with ushttps://x.com/ToolUsePodcasthttps://x.com/MikeBirdTech https://x.com/barabasicsongor00:00:00 - Intro00:02:40 - The Framework: Co-Pilot to Fully Autonomous Agent00:11:26 - AI Solutions: The Build vs. Buy Debate00:16:03 - AI for Non-Technical Teams00:27:40 - How to Document a Process for Automation00:31:36 - How to Measure the ROI of AISubscribe for more insights on AI tools, productivity, and process automation.Tool Use is a weekly conversation with the top AI experts, brought to you by ToolHive.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXCoding agents are revolutionizing software development, but are you getting the most out of them? Many AI coding tools struggle with complex, long-running tasks, often getting lost in the middle of a project. In this episode of Tool Use, we sit down with Kiran, one of the core contributors to Slate, a research-driven coding agent built for the toughest production-level challenges. Kiran shares a deep dive into how to properly set up your dev environment to maximize the performance of any coding agent. We discuss the critical role of feedback loops, clear development pipelines, and consistent codebase patterns in getting correct, reliable code from LLMs. You'll learn why models are great at following patterns but terrible at creating them, and how to structure your projects for AI success. We also explore what makes Slate different, including its unique approach to context management that keeps it on track during complex tasks, preventing the performance degradation common in other agents.Find Slate here:https://randomlabs.ai/Connect with us https://x.com/ToolUsePodcasthttps://x.com/MikeBirdTech00:00:00 - Intro00:00:54 - Setting Up Your Dev Environment for AI00:15:18 - Is Software Engineering Dead?00:18:20 - Why Coding Agents? The Origin of Slate00:21:52 - What Makes Slate Different?00:33:19 - The Bottleneck: LLMs vs Tooling00:44:30 - Why LLMs Get "Lost in the Middle"Subscribe for more insights on AI tools, productivity, and coding agents.Tool Use is a weekly conversation with the top AI experts, brought to you by ToolHive.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXUnlock the power of AI for your business, even if you're not a tech expert. In this episode, AI strategist Marni Wills reveals how non-technical founders can leverage AI as a new operating system to amplify their intelligence. Learn to build powerful AI workflows, create your own AI operating system, and personalize tools like ChatGPT, Claude, and Perplexity for massive business growth. Marni breaks down her exact process for using AI agents, developing custom instructions to avoid hallucinations, and building a "second brain" to automate tasks from email marketing to securing podcast interviews. This is your guide to making AI work for you, strategically, not technically.Connect with Marni Wills:LinkedIn: https://www.linkedin.com/in/marnie-wills-entrepreneurWebsite: https://businesswithaistrategist.com/Instagram: https://instagram.com/businesswithai_strategist/Digital Store: https://stan.store/business_with_ai_strategistConnect with ushttps://x.com/ToolUsePodcasthttps://x.com/MikeBirdTech00:00:00 - Intro00:02:19 - First Steps for Non-Technical Founders00:08:13 - How to Avoid AI Hallucinations00:11:04 - Building a Custom Prompt Library00:27:17 - AI Agents vs. Automation (Lindy vs. Make)00:32:48 - Creative AI Workflows You Haven't Thought OfSubscribe for more insights on AI tools, productivity, and workflows.Tool Use is a weekly conversation with the top AI experts, brought to you by ToolHive.
Join the Tool Use Discord: https://discord.gg/PnEGyXpjaXAre you ready for AI agents to browse the web? We explore the future of AI agent authentication, web security, and API design in this deep dive. As AI agents proliferate, critical questions arise: how do we handle security without giving an agent your password? How can we make websites optimized for agent consumption? We're joined by Bobbie Chen, a product manager at Stytch specializing in bot and AI agent detection, to discuss the risks and opportunities.We cover how OAuth can provide safer, scoped permissions for agents, and the emerging open standard Web Bot Auth, which allows agents to cryptographically prove their identity. Bobbie breaks down Simon Willison's "lethal trifecta" of AI security risks and discusses strategies for mitigating malicious behavior. We also touch on the future of AI SEO, how API design must evolve for a hybrid human-agent world, and the potential impact of agents on web monetization and advertising.Learn more from Bobbie Chen: Stytch supports Web Bot Auth: https://stytch.com/blog/stytch-supports-web-bot-authStytch Connected Apps (OAuth for AI agents): https://stytch.com/connected-appsStytch Fraud and Risk Prevention: stytch.com/fraudAGI Builders Meetup: https://luma.com/agibuildersIsAgent SDK for agent identification: https://IsAgent.devAdditional Resources from the episode: Simon Willison's lethal trifecta: https://simonwillison.net/2025/Jun/16/the-lethal-trifectaIETF Web Bot Auth: https://datatracker.ietf.org/doc/bofreq-nottingham-web-bot-auth/Jon Postel as "benevolent dictator" of IANA: http://memex.org/meme4-01.htmlFreestyle Cloud: https://www.freestyle.shConnect with us https://x.com/ToolUsePodcasthttps://x.com/MikeBirdTech00:00:00 - Intro00:03:25 - The Risks of AI Agents Browsing the Web00:07:14 - A Bot Registry vs. Open Protocols00:18:04 - How AI Will Change Web Monetization & Ads00:35:03 - The "Lethal Trifecta" of AI Security00:41:25 - Practical Advice for Website Owners & Agent DevsSubscribe for more insights on AI tools, productivity, and AI security.Tool Use is a weekly conversation with the top AI experts, brought to you by ToolHive.
























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