Videos

Microsoft 365 Copilot is evolving into a central hub for business productivity through the use of plugins that connect the AI to external data sources and specialized software. This video covers the practical application of these plugins, specifically showing how Copilot can access Dynamics 365 data to automate the high-stakes task of creating a Quarterly Business Review (QBR). By bridging the gap between raw CRM data and presentation software, Copilot eliminates the need for manual data entry a...

The video 'Context is the new Code' by Patrick Debois provides an in-depth exploration of the Context Development Lifecycle (CDLC), a framework designed to bring traditional software engineering discipline to the management of AI agents. Debois posits that as AI agents take over more coding tasks, the developer's primary job shifts from writing code to managing the context—prompts, documentation, and data—that fuels these agents. The talk outlines a structured approach to generating, evaluating,...

Vercel Workflows is a powerful tool designed to simplify the creation of complex, multi-step, and long-running software processes within a serverless environment. This video introduces the General Availability (GA) of Vercel Workflows, demonstrating how it eliminates the need for developers to manually manage infrastructure like message queues, retry logic, or state databases. By providing a durable execution environment, Vercel allows developers to write straightforward code that can pause for ...

This video covers how to significantly improve the accuracy and efficiency of Claude Code using a configuration file inspired by Andrej Karpathy's observations on AI coding mistakes. By implementing a specific `claude.md` file, users can guide the AI to avoid common pitfalls such as making wrong assumptions, bloated code generation, and intrusive refactoring. The guide demonstrates how these principles lead to more reliable, production-ready code while reducing the total number of tokens consume...

This video serves as a comprehensive guide to ClaudeClaw, an advanced AI agent ecosystem built on top of Anthropic's Claude Code and the Agent SDK. It explores how to create a multi-agent command center that handles voice interaction, task delegation, and cross-agent memory, allowing users to run a team of specialized AI bots through a single, customized dashboard. ## Key Takeaways * **Agent SDK Utilization:** The system is built using Anthropic's free Agent SDK to run remote Claude Code termin...

This video covers the critical transition from prompt engineering to full-scale agentic engineering, specifically focusing on the concept of the 'Agent Harness' as the primary product in the AI age. It details how to build hierarchical multi-agent teams using tools like Claude Code and the Pi-extension to solve entire problem classes, such as automated UI generation and security monitoring. Viewers will learn how to design systems where an orchestrator delegates specialized tasks to lead and wor...

## Introduction to Superpowers **Superpowers** is an open-source agile framework designed for software development using AI agents. It is built on a set of composable **skills** and initial instructions that guide an agent through a robust development lifecycle rather than jumping straight into code generation. ## Core Comparison: Superpowers vs. GSD vs. Speckit While many frameworks offer task delegation, the video highlights why Superpowers is unique: - **Subagents**: Like GSD, it can delegat...

## Introduction to Self-Evolving Software (00:00) - The video starts by asserting that **all software will soon be self-evolving software**. - Introduces a new paper: "Meta-Harness: End-to-End Optimization of Model Harnesses" from Stanford, MIT, and KRAFTON. ## Understanding AI Harnesses (00:26) - Explains a **harness** as traditional code wrapped around a model (like Claude, GPT-4, Gemini) that dictates how it operates. - Harnesses allow models to: store memories, search through text, write/ex...