Automation with AI Agents and GitHub’s Growing Problems in Focus
Wednesday, May 13, 2026
🎧 Podcast Episode (2.9 min)
Hello, this weekly newsletter guides you through the most important new videos from a curated selection of AI and coding YouTube channels. One compact summary per video, plus a daily overview of dominant topics. If interested, simply click the link under the summary.
This week, much revolves around automating tasks with AI agents. Brian Casel demonstrates in several videos how he uses agents for recurring activities like SEO optimization and GitHub pull request reviews. Particularly interesting is his “Night Shift” approach, where agents work autonomously and only occasionally require human feedback. He primarily relies on Claude and OpenAI, underscoring the dominance of these providers in this space.
Another focus area is the integration of AI tools into software development. Casel demonstrates how various tools like Claude Code, Cursor, and Codex increasingly rely on plan-based development (spec-driven development). This convergence makes switching between tools easier and could boost development efficiency. Meanwhile, a video from Fireship shows how critical security vulnerabilities in the Linux kernel can be discovered through AI tools, highlighting the importance of AI for code quality.
However, the biggest discussion this week centers on GitHub. Fireship reports on massive technical problems and outages of the platform, leading to growing dissatisfaction in the developer community. In response, some developers are migrating to alternatives like GitLab or Codeberg. The debate reveals how strong the dependency on central platforms is and what risks come with it.
A special highlight is the Fireship video explaining how operating systems work from the ground up. It provides deep insights into technical relationships that remain invisible to most users. This video stands out because it strongly differs from the other, more practice-oriented contributions and conveys fundamental knowledge.
Brian Casel (3 new videos)
- How I build agents that work the night shift
12.5.2026, 12:01:07The video introduces the concept of “Night Shift,” a method for deploying AI agents to handle recurring business tasks. The author explains how he uses agents to automatically complete tasks during his absence (e.g., at night), such as checking and optimizing SEO metadata on his website or reviewing pull requests in his open-source projects on GitHub. The process consists of three main components: a shared interface (e.g., a Markdown file or custom app), human feedback in short, focused sessions, and an AI agent executing a Skill on a set schedule. The author emphasizes that the real effort lies in setting up the system, but the long-term benefits come from automating and delegating routine tasks.
The author demonstrates two concrete examples: an agent that checks SEO metadata and updates it as needed, and another that reviews pull requests on GitHub and provides recommendations for merging or closing them. In both cases, the author receives reports that he briefly reviews and provides feedback on as needed before the agent proceeds with next steps.
The video explicitly covers Claude and OpenAI and is aimed at intermediate to advanced users who already have experience with AI agents and are ready to build their own systems and processes.
- Why You Need Claude Code Server Mode?
6.5.2026, 14:01:40The video shows how Claude Code can use locally installed skills and files that aren’t available in the cloud version. The user demonstrates how he uses various custom skills on his local machine that are stored directly on his file system. This enables extended functionality since Claude Code can access these resources locally, which isn’t possible in the web version. The advantage is that tasks requiring access to local files or installed skills can be completed more efficiently.
**Final note:** The video explicitly covers Claude Code and is aimed at intermediate users who are already familiar with local development environments.
- Why Every AI Coding Tool is Converging on Plan Mode?
1.5.2026, 14:01:11The video shows how various developer tools are adopting the trend toward plan-based development (spec-driven development) and integrating it as a standard feature. The author demonstrates this using a product requirements document (PRD) for a customer portal, which he uses in three tools – Claude Code, Cursor, and Codex – to create an implementation plan. In Claude Code, Plan Mode is automatically activated, guiding the user through a series of questions to create a detailed plan. In Cursor, Plan Mode is accessed via the Shift+Tab keyboard shortcut, underscoring the standardization of this feature across different tools. The author emphasizes that this convergence of tools makes adoption and switching between them easier.
The video explicitly covers Claude Code, Cursor, and Codex and is aimed at intermediate to advanced users who are familiar with spec-driven development.
Niklas Steenfatt
No new videos in this period.
Fireship (3 new videos)
- Every operating system concept in one video…
7.5.2026, 17:32:34The video explains in detail how an operating system functions from the moment the power button is pressed until shutdown. It starts with the bootloader that loads the operating system, then proceeds through various stages such as privilege levels, virtual memory, file systems, device drivers, and interrupts. The kernel builds the system, manages processes and memory, enables inter-process communication, and ensures system security and stability. The video also highlights the importance of system calls, schedulers, and threads. At the end, the shutdown process is described, where all processes are terminated and the system is safely shut down.
The video does not address specific AI tools or models and is aimed more at intermediate viewers seeking a deeper understanding of operating systems.
- 732 bytes of Python just borked every Linux machine on earth…
4.5.2026, 18:40:40The video covers a critical security vulnerability in the Linux kernel, known as “copy fail” (CVE-2023-31431), which has existed since 2017 and was discovered by an AI tool. The vulnerability allows a local, unprivileged user to gain root access to a Linux system by writing four controlled bytes into the page cache of a write-protected file. The exploit leverages a weakness in the AF_ALG interface and affects all Linux distributions updated since 2017. While the vulnerability is not remotely exploitable, it requires an update to all affected systems. The video explains the technical details of the exploit and emphasizes the importance of AI tools for improving code quality, citing Code Rabbit as an example.
The video explicitly addresses AI tools such as the AI agent tool used by Theori and Code Rabbit, and is aimed more at intermediate and advanced users.
- GitHub is having some major issues right now…
30.4.2026, 16:37:31The video “It’s 10 p.m. Do You Know Where Your Children Are?” from The Code Report discusses the current problems and challenges facing GitHub, the leading platform for software development. GitHub, founded in 2008 and acquired by Microsoft in 2018 for $7.5 billion, is indispensable for many developers. However, outages and technical issues have been mounting recently, causing massive discontent within the developer community. The video creator mentions several incidents, such as accidental deletion of pull requests, search function outages, and critical security vulnerabilities. A particularly striking example is the decision by Mitchell Hashimoto, a prominent developer, to migrate his open-source projects away from GitHub, which is seen as a sign of growing frustration among many developers.
The video creator analyzes the causes of these problems and points to the increasing strain from AI agents that are putting significant pressure on the platform. Despite the criticism, he emphasizes that Microsoft and GitHub are working to improve the situation. Alternatives to GitHub mentioned include platforms like GitLab, Codeberg, and Source Hut. The video concludes with a call for choosing a meaningful and fulfilling career, supported by the organization 80,000 Hours.
The video addresses GitHub and Microsoft, targeting an audience of intermediate to advanced users.
Automatically generated from the latest YouTube videos of the curated channel selection. For feedback, suggestions, or to unsubscribe: simply reply to this email.