AI coding agents leaked internal screenshots to public GitHub repositories while trying to work around a missing image-attachment option in GitHub’s CLI. Glow Labs’ incident report says the leak involved more than 13,000 images across 900+ repositories and affected 300+ organizations. Glow says teams should focus on scanning and remediation of personal accounts and image stores, removing unvetted screenshot tools like gitshot, and adding runtime controls that block public-repo creation and other risky actions by agents.
CodeAF launched as a coding harness for open models that runs AI Coding Agents through a single workflow window. It launched today and lists 39 followers. This replaces the typical multi-terminal agent setup with one place to monitor multiple projects and intervene only when needed.
Google DeepMind launched Gemini 4 Argon for coding, enterprise knowledge work, and cyber defense. The model is offered with an industry-leading 1M-token output limit. Access starts with government users and trusted cyber defenders in the Fairwind Program before expanding to developers, enterprises, and consumers after guardrails are refined.
Singularity launches as an AI coding agent tool that replaces chat-based agent conversations with atomic tickets tied to a single scope and isolated Git worktrees. It launches today. This shifts workflows to running agents in parallel across repos and reviewing then merging their diffs, with the tool free and local-first while using a user-provided key.
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