AI Tinkerers - "One-Shot"

What if your database could instantly spawn unlimited parallel universes for AI agents to explore? In this exclusive AI Tinkerers One-Shot, Nikita Shamgunov, founder of Neon database and former MemSQL founder, reveals how his team is building the database architecture for the AI age.

Nikita deep dives into their innovative storage subsystem built in Rust, demonstrating how copy-on-write mechanics make it possible to create database branches in milliseconds, regardless of size.

Learn how Neon's architecture supports "disposable software" where AI agents can simultaneously explore multiple implementation paths, and why features like instant branching and automated scaling are crucial for the emerging world of autonomous development.

As the database landscape shifts to accommodate AI agents and serverless architectures, Nikita shares invaluable insights from building two successful database companies and contributing to the PostgreSQL ecosystem. His vision of infrastructure evolution for AI-first development offers a compelling glimpse into the future of software creation.

#AIInfrastructure #Databases #PostgreSQL #ServerlessComputing #AIDevelopment #SoftwareEngineering #DevTools #CloudNative

Ready to experience the future of databases? Visit neon.tech to start building with serverless Postgres, or join our global community of AI Tinkerers to connect with fellow innovators pushing the boundaries of what's possible with AI.

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[00:00] Welcome & Intro to Neon Database

[03:45] PostgreSQL's Rising Dominance in Modern Apps

[08:30] Instant Database Branching Demo

[15:20] GenAI & Database Architecture Evolution

[21:15] Agent-Driven Software Development

[27:40] Database Scaling & Serverless Architecture

[32:55] Auth Integration & Developer Experience

[38:10] Real-World Use Cases & Customer Stories

[43:25] Future of AI Infrastructure & Closing Thoughts

🚀 What if AI could build its own tools, learn from its mistakes, and continuously improve without human intervention?

Join Yohei Nakajima as he unveils Baby AGI 2 – a framework that transforms how artificial intelligence creates, stores, and leverages its own functional toolkit. In this exclusive AI Tinkerers "One-Shot" session, witness a revolutionary approach where AI doesn't just execute tasks, but dynamically generates and refines its capabilities.

Key Breakthroughs:

• Autonomous Function Generation: AI that can create, test, and optimize its own tools in real-time

• Database-Driven Learning: A flexible system where functions are stored, shared, and continuously improved

• Self-Evolving Intelligence: An agent that learns from each interaction, becoming more sophisticated with every task

Yohei, known for pioneering the original Baby AGI that sparked the global AI agents conversation, demonstrates how constraints and creative thinking can unlock unprecedented AI potential. From research automation to adaptive workflow creation, this session offers a glimpse into the future of intelligent systems.

#AIInnovation #AutonomousAgents #MachineLearning #TechFrontiers

🔥 Calling all AI Tinkerers, entrepreneurs, and tech visionaries: Are you ready to build? Join our global community of pioneers to create and share what's next. https://one-shot.aitinkerers.org

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0:00 Welcome to AI Tinkerers One-Shot

0:25 Baby AGI Origins & Evolution

2:06 Agent Frameworks: Current Landscape

7:14 Baby AGI 2: Tool-Building Approach

13:08 Database-Driven Function Storage [code walkthrough]

18:34 Function Dependency Graphs [code walkthrough]

22:01 Dynamic Function Generation Demo [code walkthrough]

30:23 Self-Building Agent Levels Explained

37:39 Vision for Autonomous AI Tools

40:12 Current AI Agent Use Cases

41:49 Future of AI Tool Development

42:05 Closing Thoughts & Agent Fund Announcement

Today, Browserbase released Stagehand, an open source standard and implementation that bridges the gap between things like Playwright, Playwright, Puppeteer or Selenium, which can control a browser but which were built primarily for testing applications, with LLMs to allow a much more expressive and fault-tolerant solution for agentic systems that control web browsers.

We sit down with Paul Klein, the CEO and Founder of Browserbase, and AI Tinkerers San Francisco organizer, as he unveils Stagehand and takes us on a tour of it's natural language interface and simple command interface -- "act," "extract," and "observe."

Paul explores the challenges of running headless browsers in production, highlighting Browserbase's role in providing a robust, scalable infrastructure and walks us through examples of Stagehand tackling the complexities of web automation.

Join AI Tinkerers "One-Shot" for this exclusive, in-depth look at the future of AI and web automation. Like and subscribe now and don't miss out on future episodes!

#AITinkerers #OneShot #Stagehand #BrowserAutomation #AI #LLM #WebAutomation #OpenSource #HeadlessBrowsers #AIIntegration #Browserbase #selenium #playwright #puppeteer

[00:00] Intro: Global Stagehand Launch

[00:49] Browserbase: The Problem

[01:55] Stagehand: Natural Language

[03:31] Live Demo: To-Do List Automation

[05:45] Stagehand Code Deep Dive

[07:52] Browserbase Observability

[15:09] Advanced Usage Scenarios

[26:25] Session Recordings & Logs

[30:09] Exciting AI Use Cases

[34:25] Conclusion: The Future of AI

@AITinkerers ​

E2B is emerging as a leader in secure sandboxes for agentic systems. Did you know they power Perplexity's code interpretation? E2B announced their $11.5M seed round today!

In this exclusive AI Tinkerers "One-Shot" episode, we dive deep into E2B, a groundbreaking open-source platform that provides a secure cloud runtime for AI agents and apps. Join Vasek Mlejnsky, Co-Founder and CEO of E2B, as he takes us under the hood and explains how agentic systems benefit from seamless and secure AI code execution.

➡ Discover how E2B's innovative sandbox environment empowers developers to run AI-generated code safely in the cloud, eliminating security risks and streamlining the deployment process.

➡ Witness a live demo of E2B integrated with Perplexity AI, showcasing its power in data analysis and visualization.

➡ Explore the potential of agentic systems and learn how E2B is paving the way for their widespread adoption.

Vasek, co-founder and CEO of E2B, shares his insights into the future of agentic systems and the critical role of secure code execution. Don't miss this opportunity to gain exclusive knowledge and accelerate your AI projects.

#AITinkerers #OneShot #AICodeExecution #AIAgents #E2B #OpenSource #AIInnovation #SecureAICloud #PerplexityAI #AgenticSystems #DataVisualization #SoftwareEngineering #TechEntrepreneurs #AIDevelopment #AISecurity

Subscribe now to join the global community of AI Tinkerers and stay ahead of the curve!

[00:00] Intro to E2B & Agentic Systems

[00:36] What is E2B? Open Source Power

[01:23] E2B Architecture & Repositories

[02:29] Perplexity Integration Demo

[03:31] Building with E2B: Code Examples

[05:44] E2B Use Cases & Applications

[07:16] Securing AI Code: E2B's Approach

[09:50] E2B's Vision for the Future

[11:18] Q&A with Vasek Mlejnsky

[12:47] Outro: Building with AI Agents

https://one-shot.aitinkerers.org/

https://e2b.dev/

On Twitter:

@aitinkerers

@e2b_dev

Join Div Garg, founder of MultiOn, as we dive into fully autonomous AI agent tech and learn how we can use it in our own projects. We explore MultiOn's Chrome extension, API, and the many challenges including overcoming complex website structures and bot detection for practical applications like price analysis, scraping and more - towards a world where our relationship with computers may fundamentally change.

https://one-shot.aitinkerers.org

https://multion.ai/ - AI agents that act on your behalf ‪

@AITinkerers‬ ‪@PleasePlatforms‬ @DivGarg_ on X