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Medium

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Open-Source Projects Developed in 2025 That Amused Me

The Fuck is a Python-based CLI tool that corrects previous console commands with sass.
HTTPie CLI is a modern, user-friendly command-line HTTP client that makes API testing fun.
The Fuck has over 50K stars on GitHub and is actively maintained with updates for better compatibility and new rules.
HTTPie CLI provides color-coded, emoji-filled output and supports real-time collaboration for debugging APIs.

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Medium

302

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Top Python Open-Source Projects in 2025 You’ve Probably Never Heard Of

PyBoy: A Python-powered emulator for the classic Game Boy that allows you to run nostalgic games and learn low-level programming and emulation tricks.
Textual: A Python library for building rich, interactive terminal UIs, enabling the creation of dashboards, forms, and mini-apps within the CLI.
Dtale: A hidden gem for data scientists, providing a web-based UI to analyze Pandas DataFrames interactively and obtain instant visualizations and statistics.

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Medium

141

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Top Rust Open-Source Projects in 2025 You’ve Probably Never Heard Of

Dioxus: A cross-platform UI framework in Rust for building UIs that run everywhere.
Rucola: A markdown note manager TUI app in Rust for CLI lovers who want a fast and tag-friendly note-taking experience.
Kickoff: A lean and mean Wayland-native program launcher in Rust for Linux enthusiasts.

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Medium

261

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Apache DolphinScheduler 3.3.0 Alpha Released: Major Enhancements and Performance Upgrades!

Apache DolphinScheduler released version 3.3.0 alpha with major enhancements and performance upgrades.
The 3.3.0 alpha version brings breakthrough improvements in task management, fault tolerance, and scalability.
The release includes DSIPs, new functionalities, bug fixes, installation guides, and contributor documentation updates.
The release was made possible by the collaboration of community developers.

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Medium

105

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Meet Kimi-VL and Kimi-VL-Thinking

Kimi-VL is an open-source vision-language model by Kimi.ai, using a Mixture-of-Experts framework with 3 billion parameters for computational efficiency and MoonViT for high-resolution visuals.
It excels in long-context tasks with windows up to 128K tokens, achieving high scores on benchmarks like OCRBench, MMLongBench-Doc, and LongVideoBench.
Kimi-VL-Thinking enhances Kimi-VL with advanced reasoning skills for mathematical and logical tasks, scoring well on MathVision and ScreenSpot-Pro benchmarks.
Both models optimize resource usage with a MoE architecture, activating ~3B parameters for scalability and fast inference, making them ideal for real-world applications.
MoonViT vision encoder enables native processing of high-res images for improved performance in tasks like OCR, surpassing competitors in text extraction.
Trained on a diverse dataset including mathematics, coding, and knowledge domains, Kimi-VL-Thinking uses Chain-of-Thought reasoning to solve complex problems efficiently.
Their MoE architecture reduces computational overhead while maintaining high performance, demonstrating efficiency in multimodal tasks.
Kimi-VL-Thinking excels in mathematical reasoning and agent tasks like UI navigation, making it a versatile choice for applications requiring logical analysis.
Kimi.ai releases these models under MIT licenses, fostering community collaboration and innovation in AI development.
Kimi-VL and Kimi-VL-Thinking offer cost-effective solutions for enterprises seeking to process multimodal data efficiently, supported by accessible weights and documentation on Hugging Face.

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The Robot Report

105

OpenMind and DIMO provide car-to-robot connectivity to realize smart cities

OpenMind and DIMO are partnering to enable car-to-robot connectivity for smart cities.
OpenMind is developing a decentralized architecture for intelligent machines to communicate and collaborate.
DIMO is a leading DePIN protocol for vehicles, applying blockchain-powered technology for identity, permissions, and data access.
The partnership aims to create a working proof of concept that allows seamless information sharing and smart automation between robots and vehicles.

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Bitcoinmagazine

293

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Jack Dorsey’s Block Launches Open Source Tools to Simplify Bitcoin Treasury Management

Block, led by Jack Dorsey, has released an open source toolkit to simplify Bitcoin treasury management.
The toolkit includes a corporate Bitcoin holdings dashboard and a real-time price quote API.
The dashboard allows companies to monitor the dollar value of their Bitcoin holdings and offers simplicity and adaptability.
Block aims to support Bitcoin adoption in corporate treasury by providing tools for diversification, ecosystem support, inflation hedge, and portfolio optimization.

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Amazon

242

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Process millions of observability events with Apache Flink and write directly to Prometheus

AWS introduced a new Apache Flink connector for Prometheus, allowing data to be directly sent to Amazon Managed Service for Prometheus.
Amazon Managed Service for Prometheus enables real-time observability without managing infrastructure, utilizing Prometheus's data model and query language.
Observability extends beyond IT assets, including IoT devices, and metrics play a crucial role in capturing measurements from these distributed devices.
Prometheus serves as a specialized time series database for real-time dashboards and alerting, optimized for various distributed assets, not just compute resources.
Handling observability data at scale poses challenges like high cardinality, frequency, irregular events arrival, lack of contextual information, and deriving metrics from events.
Preprocessing raw observability events before storing can optimize real-time dashboards and alerting by reducing frequency and cardinality.
Apache Flink is a suitable engine for preprocessing observability events, allowing efficient enrichment, aggregation, and derivation of metrics at scale.
The new Flink Prometheus connector seamlessly writes preprocessed data to Prometheus, eliminating the need for intermediate components and scaling horizontally.
Example use case scenarios demonstrate how preprocessing with Flink enhances visualization and analysis of metrics for improved observability.
The Flink Prometheus connector optimizes write throughput by parallelizing and batching writes, adhering to Prometheus Remote-Write specifications.

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Hackernoon

284

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Master DolphinScheduler Time Parameter With These Dynamic Configuration Secrets

DolphinScheduler allows flexible configuration of time parameters for task scheduling needs.
Time parameters can be defined as global parameters and used throughout workflows or tasks.
Time window parameters like ${startTime} and ${endTime} are useful for data processing tasks.
Cron expressions enable precise task scheduling, e.g., running tasks daily or weekly.
Complement tasks in DolphinScheduler involve specifying time ranges for re-execution.
Time formatting functions allow for date addition and subtraction in time parameters.
Built-in time parameters like ${system.biz.date} are available for immediate use in scripts.
Time-dependent task chains can be configured using time parameters across workflows.
Functions like add_months() allow for time manipulation, e.g., adding/subtracting months or days.
Overall, time parameters in DolphinScheduler support various scheduling and data processing needs efficiently.

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Siliconangle

338

Image Credit: Siliconangle

CodeSecure and FOSSA partner to enhance visibility into open source and binary code

CodeSecure and FOSSA have partnered to enhance visibility into open source and binary code.
CodeSecure's CodeSentry Binary Composition Analysis capabilities will be integrated into FOSSA's platform.
The integrated solution provides continuous visibility for detecting and mitigating software security vulnerabilities and compliance violations.
The partnership aims to facilitate comprehensive management of software supply chains from development through deployment.

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Medium

105

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⚡ Most Tools Track Hours. EmpMonitor Open-Source Tracks Impact.

EmpMonitor Open-Source is an open-source workforce management tool designed to track user activity, time tracking, productivity, behavior analytics, and insider threat detection.
The platform offers real-time user activity monitoring to track work patterns and engagement without intrusion, automated time tracking, and accurate attendance logs.
It also provides productivity and behavior analytics to gain insights into how teams spend their time and identifies areas for performance improvement.
EmpMonitor Open-Source is part of the broader EmpCloud suite and empowers companies to self-host the tool, customize workflows, and contribute to its development on GitHub.

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Medium

Image Credit: Medium

Github Official MCP Server is Here

GitHub has introduced the MCP Server to simplify building custom tools on top of GitHub's API.
The MCP Server brings structure and simplifies the process of building complex, customized tools.
It is ready to use out of the box, with no complicated installation or dependencies.
The MCP Server provides more flexibility and capabilities compared to GitHub Actions.

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Marktechpost

403

Huawei Noah’s Ark Lab Released Dream 7B: A Powerful Open Diffusion Reasoning Model with Advanced Planning and Flexible Inference Capabilities

Researchers from the University of Hong Kong and Huawei Noah’s Ark Lab have released Dream 7B, a powerful open diffusion reasoning model.
The model overcomes limitations of autoregressive models by providing bidirectional contextual modeling and flexible controllable generation.
Dream 7B outperforms larger autoregressive models on structured tasks and displays exceptional zero-shot planning capabilities and inference flexibility.
This breakthrough in language model development showcases the effectiveness and viability of diffusion models.

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Siliconangle

449

Image Credit: Siliconangle

Deep Cogito releases open-source language models that outperform Llama

Startup Deep Cogito Inc. launched with language models that claim to outperform open-source alternatives.
The Cogito v1 series models are available in sizes ranging from 3 billion to 70 billion parameters.
Deep Cogito uses a hybrid architecture combining large language models and reasoning models.
The company's IDA training method improves the models' performance by distilling knowledge from the generated answers.

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Mjtsai

119

Swiftly 1.0

Swiftly 1.0 is the first stable release of Swift version manager.
Swiftly makes it easier to install, manage, and update Swift toolchain.
It supports different platforms like Linux and macOS.
Swiftly is now officially supported as part of the core Swift toolchain.

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