Coding agents are quickly becoming part of day-to-day engineering work, but most people still lack visibility into what these agents are actually doing. Marius will share findings from Apollo’s research into tens of thousands of real-world coding agent traces: from direct security risks like dang...

Henri Fischer discusses tech lead challenges, emphasizing the importance of defining the tech lead role and addressing time management issues through delegation. Transitioning from a driver to a support role in one-on-one meetings improves efficiency and accountability. Strategies for effective feedback, delegation, and process management include reducing fear, setting clear expectations, and ensuring clear ownership for successful project management.

Modern AI systems don’t just rely on static datasets—they depend on continuous streams of real-time data to train, update, and make decisions. But what happens when that data can’t be trusted?
In this talk, we explore how streaming data pipelines—often built on systems like Apache Kaf...

David, creator of React Bits, shares insights on designing standout UI components, emphasizing the importance of distinct interfaces without being noisy. ReactVids focuses on creating reusable visual moments for developers, ensuring standout UI accessibility. Community-driven evolution of React Bits prioritizes customization, usability, and key UI qualities. Magic Rings exemplifies the balance and purpose needed in UI components. The versatility of Magic Rings showcases the importance of a flexible visual system. Exploring shaders enhances the control and visual richness of Magic Rings. Leveraging shader uniforms enables dynamic visual effects in React components. Real creative controls in component design emphasize meaningful customization. Strategic props play a crucial role in reusable creative component development. The philosophy of React Bits focuses on easy adoption, customization, and providing a strong starting point for distinct interfaces. ReactVids aims to create memorable, intentional, and unique user moments in UI design.

Hard crashes are easy: the agent throws an error, you fix it, and you move on. The harder problem is drift, when the agent technically succeeds but slowly stops doing what you meant. Outputs become vaguer, tool choices grow stranger, and costs start to creep up.In this talk, the speaker exa...

Liang introduces MemoryLab, a tool for automating JavaScript memory leak detection. MemoryLab aims to make memory debugging more accessible and scalable by automating the process and utilizing a three snapshot differentiation approach. It clusters similar leak traces to reduce debugging overload and presents representative cluster retainer traces for each memory leak cluster. MemoryLab integrates AI coding tools for memory detection, analysis, and debugging, with the MCP server enabling accurate investigation of memory leaks in heap snapshots.

Rosario from Firebase highlights challenges of client-side development and Firebase solutions like server app for authentication. Firestore's offline cache and real-time updates improve user experience. Updating UI to prevent authentication flickers and optimizing real-time components with onSnapshotResume and feature flagging. Introducing Firebase App Hosting and SQL Connect for server-side rendering and SQL database integration, with upcoming Crashlytics for web.

Talking about using heap dumps to find and fix Node.js memory and CPU problems. Starting with a horror story of server crashes and memory leaks in Node.js environment. Exploring why memory leaks occur in JavaScript and how garbage collection works in programming languages. Memory leaks can occur in garbage collected environments. Understanding how garbage collection works in JavaScript and general programming languages. Exploring the mark and sweep phases of garbage collection to identify and reclaim unreachable objects. The garbage collection process involves two phases: mark and sweep. Objects not reachable from roots are marked for removal. The issue arises when objects can still be reached, causing memory leaks like with unbound caches. Memory leaks can occur due to global references or unclosed hooks causing objects to remain in memory, leading to potential memory overflow. Memory usage fluctuates due to garbage collection cycles, which prevent memory leaks by releasing unused memory. A memory leak leads to increasing memory and CPU usage, potentially causing system unresponsiveness. Pinpointing memory leaks is challenging as they affect the entire application, often appearing in production environments. Heap and memory dumps help analyze memory issues, generated in multiple ways like DevTools and command line. Exploring memory usage through Node.js application launch, debug mode, and heap snapshot analysis in Chrome DevTools. Exploring memory snapshots and pinpointing memory leaks by creating diffs between snapshots to identify leaked objects and their references for easy fixes. Exploring different methods for generating memory snapshots, including CLI flags, experimental node flags, and API usage, to efficiently identify memory leaks and manage heap dumps in Node.js environments. Discussing security considerations, challenges in memory leak detection, utilizing heap dumps for resolution, and emphasizing the importance of data security and verification in fixing memory leaks.