Deptective is a tool that automatically identifies and installs native dependencies required to run any executable or command by observing file access attempts. It operates within Docker containers to avoid contaminating the host system and can generate logs for debugging failed dependency resolutions. Users can also specify package managers and operating systems through command line options.

Cap is an open-source CAPTCHA alternative that leverages SHA-256 proof-of-work to provide a fast, privacy-focused solution without annoying visual puzzles. Built with JavaScript and Rust, it is lightweight, highly customizable, and can be integrated easily into any project via a client-side library or a standalone Docker server. Cap ensures user privacy by not sending telemetry data and offers a machine-to-machine library for secure API protection.

CRADLE is an open-source web application designed for Cyber Threat Intelligence analysts, facilitating collaborative threat analysis through features like note-taking, relationship mapping, and report generation. The platform is built with a modular architecture, incorporating a Django backend and an Electron/React frontend, and is accessible via Docker. Contributions are encouraged from the security community to enhance the project.

Development on DiceDB, an open-source in-memory database optimized for modern hardware, has been paused. It provides a high-throughput and low-latency data management solution and can be easily set up using Docker. Contributors are encouraged to follow the guidelines and join the community for collaboration.

Cyprox is innovating cybersecurity by integrating artificial intelligence with security tools for enhanced threat detection and automated responses. Their open-source Model Context Protocol (MCP) repository provides a standardized interface for various security testing tools, facilitating easier access and collaboration in the cybersecurity community. Users can deploy MCP servers via Docker and follow specific installation instructions for each tool listed in the repository.

Outpost is an open-source, self-hosted infrastructure developed by Hookdeck that facilitates the addition of outbound webhooks and event destinations for event producers. It supports various destination types while ensuring backward compatibility, high throughput, and low operational costs, with features like event fanout, retries, and multi-tenant support. It is built in Go and can be easily deployed using Docker with minimal dependencies.

MindsDB is an open-source server designed for connecting, unifying, and responding to queries across large-scale data sources. It allows users to deploy on various platforms, utilize Docker for installation, and offers tools for data integration, organization, and real-time response through built-in agents and job scheduling. The project encourages community contributions and provides support through various channels.

Bitnami has announced the shutdown of its public Docker Hub repository, transitioning to a paid model that will no longer provide free stable images, forcing many developers to migrate to other providers or subscribe to costly secure images. The change has sparked significant backlash within the tech community, particularly among small businesses and hobbyists who relied on Bitnami’s services. Users must act quickly to avoid disruptions as the phased shutdown begins on August 28, 2025, with existing images moving to a legacy repository that will not receive updates or support.

Logchef is a high-performance log analytics platform that streamlines log management and analysis through a single binary architecture using ClickHouse for log storage. It features schema-agnostic exploration, AI-powered SQL generation, and team-based access control, making it ideal for development teams looking for a scalable solution. Installation is simplified with Docker, and comprehensive documentation supports user onboarding and contributions.

Octo is a zero-telemetry coding assistant that supports various OpenAI-compatible and Anthropic-compatible LLM APIs, allowing users to switch models mid-conversation. It features built-in Docker support, customizable configuration, and can work seamlessly with local LLMs. Octo prioritizes user privacy and provides functionalities to manage coding tasks effectively while maintaining a user-friendly interface.

Wyrm is an open-source Red Team security testing framework written in Rust, designed for authorized security testing. Users are advised to change default credentials for security and to back up profiles before updating, as the project is under active development with planned updates and new features. It provides various functionalities, including encrypted communication and dynamic payload generation, while emphasizing legal and authorized use only.

Developers can now access IBM's Granite 4.0 language models on Docker Hub, allowing for quick prototyping and deployment of generative AI applications. The models feature a hybrid architecture for improved performance and efficiency, tailored for various use cases, including document analysis and edge AI applications. With Docker Model Runner, users can easily run these models on accessible hardware.

Copilot for Video Editing is an open-source video editing application currently in early development, offering features like non-linear editing, multi-track support, and live preview. Users can set up the application using Docker and contribute to its development, with future plans to integrate Remotion APIs. For updates and support, users are encouraged to join the project's Discord server.