Agents Hour

Mastra

The AI Agents show that discusses hot topics in the world of AI, talks with guests building AI agents and applications, and shows the actual code of how AI applications are being built today. Hosted by Shane Thomas and Abhi Aiyer from Mastra. Watch the livestream on Youtube and X on Monday at 12PM pacific time. Watch the video versions on Spotify or YouTube.

  1. قبل ٢٠ ساعة

    How to Orchestrate Coding Agents with Conductor, with Charlie Holtz

    Shane and Abhi welcome Charlie Holtz from Conductor to AI Agents Hour. Charlie shares how frustration with managing multiple Claude Code instances led to building Conductor. They discuss Conductor's July 2025 launch as the first agent orchestration Mac app, early design choices, and its impact on the market. Charlie outlines a future in which agents run 10x longer and require less supervision, along with new tools such as Kanban boards and a CEO dashboard. The conversation covers multi-agent coordination, designing for both humans and AI, and the importance of user feedback. Watch a live demo showcasing Conductor's parallel agents, code review, GitHub integration, and continuous deployment with GitHub Actions and Vercel. They also explore ways to keep users within the app while allowing flexibility, code-editing strategies, and upcoming remote workstation support. AI Agents Hour is a weekly livestream hosted by Mastra CPO Shane Thomas and CTO Abhi Aiyer. Airing Mondays at 12PM Pacific on YouTube and X, the show covers breaking AI news, agent development techniques, and features interviews with industry experts building AI applications today. 🧰 RESOURCES MENTIONED https://www.conductor.build/ 📚 MASTRA RESOURCES Mastra: https://mastra.ai Learn Mastra in the world's first MCP-Based Course: https://mastra.ai/course Principles of Building AI Agents (Book): https://mastra.ai/book Patterns for Building AI Agents (New Book): https://mastra.ai/blog/patterns-book https://docs.google.com/forms/d/e/1FAIpQLSduJjc515f6RZJqtkR2ByqJZrB0iP8B7SUKnjjZE9IajH_I8w/viewform MASTRA? Mastra is an open-source TypeScript framework designed for building and shipping AI-powered applications and agents with minimal friction. It supports the full lifecycle of agent development—from prototype to production. You can integrate it with frontend and backend stacks (e.g., React, Next.js, Node) or run agents as standalone services. If you’re a JavaScript or TypeScript developer looking to build an agentic or AI-powered product without starting from first principles, Mastra provides the scaffolding, tools, and integrations to accelerate that process. 00:00 Origin Story of Conductor 01:07 Launch and Early Positioning in the Orchestration Space 01:50 The Future 02:46 Autonomous Work and Multi-Agent Coordination 03:39 Designing for Both Humans and AI 04:03 User Education and Feedback Loop 04:48 Live Demo 06:17 Multi-Tasking and Workspace Management 07:31 Code Review and Pull Requests 09:21 Integration and Continuous Deployment Features 10:00 Keeping Users Within the Application 10:35 Editing Code: Directly or with AI? 11:44 Current Integrations and Future Plans

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  2. قبل ٣ أيام

    AI NEWS - Something Big is Happening: Gemini 3.1 Pro, GPT-5.3-Spark, and Anthropic $30B fundraise

    It's time for another AI News roundup with Shane and Abhi! This week was absolutely massive. Matt Shumer's viral article about AI automation, which describes his own job being automated in real time, has reached 84 million views. Anthropic raised $30 billion at a $380B valuation (one of the largest private raises in tech history). Claude Sonnet 4.6 launched with a 1M token context window. And the Chinese model tsunami is real: Qwen 3.5, GLM 5.0, MiniMax M2.5 (nearly Opus-level at 1/8 the cost), and DeepSeek v4 rumors. We also cover Google's Gemini 3.1 Pro, WebMCP native browser support in Chrome 146, OpenAI's agent workflow tips, Peter Steinberger joining OpenAI, Lyria 3 music generation, Kimi Claw integration, and the explosion of agent platforms (Oz, Browserbase Functions, and a former GitHub CEO raising $60M for "version control for agents"). Plus: Real production stats from Ramp (57% of merged PRs from background agents), Letta's context repositories, and why Mastra's Observational Memory is becoming the reference implementation for agent memory. 🧰 RESOURCES MENTIONED Matt Shumer's article: https://x.com/mattshumer_/status/2021256989876109403 Anthropic $30B raise: https://x.com/anthropicai/status/2022023155423002867 Claude Sonnet 4.6: https://x.com/claudeai/status/2023817132581208353 OpenAI agent tips: https://x.com/openaidevs/status/2021725246244671606 Gemini 3.1 Pro: https://x.com/OfficialLoganK/status/2024516665740833156 WebMCP in Chrome 146: https://x.com/chromiumdev/status/2022363079976034455 Ramp production stats: https://x.com/rahulgs/status/2020984194038628832 AI Agents Hour is a weekly livestream hosted by Mastra CPO Shane Thomas and CTO Abhi Aiyer. Airing Mondays at 12PM Pacific on YouTube and X, the show covers breaking AI news, agent development techniques, and features interviews with industry experts building AI applications today. 📚 MASTRA RESOURCES Mastra: https://mastra.ai Learn Mastra in the world's first MCP-Based Course: https://mastra.ai/course Principles of Building AI Agents (Book): https://mastra.ai/book Patterns for Building AI Agents (New Book): https://mastra.ai/blog/patterns-book https://docs.google.com/forms/d/e/1FAIpQLSduJjc515f6RZJqtkR2ByqJZrB0iP8B7SUKnjjZE9IajH_I8w/viewform MASTRA? Mastra is an open-source TypeScript framework designed for building and shipping AI-powered applications and agents with minimal friction. It supports the full lifecycle of agent development—from prototype to production. You can integrate it with frontend and backend stacks (e.g., React, Next.js, Node) or run agents as standalone services. If you’re a JavaScript or TypeScript developer looking to build an agentic or AI-powered product without starting from first principles, Mastra provides the scaffolding, tools, and integrations to accelerate that process. CHAPTERS 00:00 – Intro 00:17 – Something Big Is Happening 02:34 – Anthropic's $30B Funding Round 03:14 – Claude Sonnet 4.6 Release 04:19 – GPT-5.3-Spark 06:42 – OpenAI's Tips for Long-Running Agent Workflows 07:20 – Peter Steinberger (OpenClaw) Joins OpenAI  09:06 – Google Gemini 3.1 Pro Launch 10:21 – WebMCP in Chrome 146: Native Agent Support 12:39 – Lyria 3: AI Music Generation 14:00 – Qwen 3.5 14:16 – GLM 5.0 & MiniMax M2.5 Released 15:48 – DeepSeek v4 Rumors: 10-40x Lower Inference Costs 16:15 – Kimi Claw 17:01 – Oz: Orchestrate Agents in the Cloud 17:10 – Browserbase Functions: Lambda with a Browser 17:41 – Intent 17:41 – Former GitHub CEO's $60M seed round 20:11 – Lab 20:43 – Ramp's 57% PR Stat 20:52 – Letta Context Repositories & Memory Subagents 21:10 – More Observational Memory 22:20 – Markdown from any website 22:34 – Tavily joins Nebius 22:53 – Ghost, the first database designed for agents 23:21 – Outro

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  3. قبل ٤ أيام

    Observational Memory: The Human-Inspired Memory System for AI Agents, with Tyler Barnes

    Tyler Barnes, founding engineer at Mastra, introduces Observational Memory. It is a new memory system for AI agents that achieves state-of-the-art results on LongMemEval with a completely stable context window. Unlike semantic recall (which uses RAG and invalidates prompt caching), Observational Memory compresses conversations into dense observations while maintaining a stable, fully cacheable context. The result: 94.87% accuracy on LongMemEval with GPT-5 mini. This is the highest score recorded by any memory system to date. In this conversation, Tyler explains how the system works, why it outperforms raw context, and how you can integrate it into your agents in under 20 minutes. We also dive into the research, the benchmarks, and what's next for Observational Memory. 🧰 RESOURCES MENTIONED Observational Memory Launch Blog: https://mastra.ai/blog/observational-memory Full Research Breakdown: https://mastra.ai/research/observational-memory Tyler Barnes on X: https://x.com/tylbar Tyler's Announcement Post (Feb 9 ): https://x.com/tylbar/status/2020924183979397512 📚 MASTRA RESOURCES Mastra: https://mastra.ai Learn Mastra in the world's first MCP-Based Course: https://mastra.ai/course Principles of Building AI Agents (Book): https://mastra.ai/book Patterns for Building AI Agents (New Book): https://mastra.ai/blog/patterns-book https://docs.google.com/forms/d/e/1FAIpQLSduJjc515f6RZJqtkR2ByqJZrB0iP8B7SUKnjjZE9IajH_I8w/viewform MASTRA? Mastra is an open-source TypeScript framework designed for building and shipping AI-powered applications and agents with minimal friction. It supports the full lifecycle of agent development—from prototype to production. You can integrate it with frontend and backend stacks (e.g., React, Next.js, Node) or run agents as standalone services. If you’re a JavaScript or TypeScript developer looking to build an agentic or AI-powered product without starting from first principles, Mastra provides the scaffolding, tools, and integrations to accelerate that process. 00:00 – Intro 00:26 – The Origin Story 01:14 – Previous Memory Systems: Semantic Recall vs Working Memory 02:23 – How Observational Memory Works 03:52 – Human-Inspired Memory System 06:11 – Buffered Observations 06:32 – Research & Benchmarks 10:34 – Live Demo 13:57 – No More Compaction Hell 15:08 – Performance & Cost Benefits 16:42 – Shipped Code vs Research Papers 17:33 – Future Roadmap & Next Ideas

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  4. ١١ فبراير

    AI NEWS - Model Wars: Opus 4.6 vs GPT-5.3-Codex + Seedance 2.0 Redefines AI Video

    Shane and Abhi cover top AI stories. This week was absolutely massive! Anthropic aired Super Bowl ads mocking OpenAI's decision to put ads in ChatGPT, Opus 4.6, and GPT-5.3-Codex launched within 15 minutes of each other, and then ClawHub dropped a bombshell: 11.9% of the entire marketplace is malware. We cover everything: Anthropic's competitive jabs, the model war benchmarks, Claude's 1M token context, OpenAI's Frontier platform, the security crisis that's reshaping how people think about agent marketplaces, Kimi K2.5's domination on OpenRouter, ElevenLabs' $500M raise at $11B valuation, and the explosion of AI video generation tools. Plus: Perplexity's Model Council, Roblox 4D generation, Mistral's Voxtral Transcribe 2, and why Swyx finally admits evals actually help. AI Agents Hour is a weekly livestream hosted by Mastra CPO Shane Thomas and CTO Abhi Aiyer. Airing Mondays at 12PM Pacific on YouTube and X, the show covers breaking AI news, agent development techniques, and features interviews with industry experts building AI applications today. 🧰 RESOURCES MENTIONED Anthropic Super Bowl ads: https://x.com/tomwarren/status/2019039874771550516 Opus 4.6 launch: https://x.com/claudeai/status/2019467372609040752 GPT-5.3-Codex launch: https://x.com/sama/status/2019474754529321247 ClawHub malware report: https://x.com/aakashgupta/status/2019885557221061026 Kimi K2.5 #1 on OpenRouter: https://x.com/openrouterai/status/2020199664746971195 ElevenLabs $500M raise: https://x.com/elevenlabsio/status/2019048384011854087 Perplexity Model Council: https://x.com/perplexity_ai/status/2019444886114824219 📚 MASTRA RESOURCES Mastra: https://mastra.ai Learn Mastra in the world's first MCP-Based Course: https://mastra.ai/course Principles of Building AI Agents (Book): https://mastra.ai/book Patterns for Building AI Agents (New Book): https://mastra.ai/blog/patterns-book https://docs.google.com/forms/d/e/1FAIpQLSduJjc515f6RZJqtkR2ByqJZrB0iP8B7SUKnjjZE9IajH_I8w/viewform   MASTRA? Mastra is an open-source TypeScript framework designed for building and shipping AI-powered applications and agents with minimal friction. It supports the full lifecycle of agent development—from prototype to production. You can integrate it with frontend and backend stacks (e.g., React, Next.js, Node) or run agents as standalone services. If you’re a JavaScript or TypeScript developer looking to build an agentic or AI-powered product without starting from first principles, Mastra provides the scaffolding, tools, and integrations to accelerate that process.

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حول

The AI Agents show that discusses hot topics in the world of AI, talks with guests building AI agents and applications, and shows the actual code of how AI applications are being built today. Hosted by Shane Thomas and Abhi Aiyer from Mastra. Watch the livestream on Youtube and X on Monday at 12PM pacific time. Watch the video versions on Spotify or YouTube.

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