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Medium

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The Invisible Labor Crisis in Open-Source: Who Pays the Price?

  • Developers worldwide rely on open-source tools, often maintained by a single unpaid maintainer.
  • The sabotage of faker.js highlighted the issue of open-source burnout cases.
  • Tech giants profit from open-source labor, while some projects thrive with funding models.
  • Elasticsearch and Redis adopted new licenses for survival and more projects may follow.

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The New Stack

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Harness Kubernetes Costs With OpenCost

  • The rising complexity and costs associated with Kubernetes have become a common concern for many organizations.
  • Cloud Foundry Korifi, built on Kubernetes, simplifies application deployment and management by abstracting away complexities.
  • OpenCost, an Open Source CNCF project, offers comprehensive cost visibility and optimization capabilities for cloud infrastructure.
  • Korifi streamlines application deployment, supports various languages, automates networking, and enhances the developer experience.
  • OpenCost provides insight into cloud spending, supports multiple providers, aids data-driven decision-making, and encourages community-driven development.
  • Installing Korifi and OpenCost on a local Kubernetes cluster involves using Helm and following specific configurations.
  • OpenCost UI displays cost information per pod and namespace, aiding in accountability, optimization, and anomaly identification.
  • Utilizing open source tools like OpenCost with Korifi allows for monitoring costs at a granular level, aiding in better resource allocation decisions.
  • The integration of OpenCost with Kubernetes clusters offers insights into infrastructure costs beyond just cloud provider charges.
  • Understanding and optimizing costs through tools like OpenCost and Korifi helps engineering teams make informed decisions for resource allocation.

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TechCrunch

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OpenAI debuts Codex CLI, an open source coding tool for terminals

  • OpenAI is launching Codex CLI, a coding "agent" designed to run locally from terminal software.
  • Codex CLI links OpenAI’s models with local code and computing tasks, allowing the models to write and edit code on a desktop and perform certain actions.
  • OpenAI plans to give out $1 million in API grants to eligible software development projects using Codex CLI.
  • Although AI coding tools like Codex CLI bring benefits, they also come with risks, such as potential security vulnerabilities and bugs.

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Eu-Startups

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British startup Portia AI bags €5 million to help developers build AI agents in production with better human oversight

  • London-based startup Portia AI secured €5.1 million in funding to empower developers with the tools to build production-grade AI agents with better human oversight.
  • The funding round was led by General Catalyst and supported by First Minute Capital and Stem AI.
  • Portia AI, co-founded by former Stripe and Google leads, offers an open-source SDK to build controllable and authenticated agents and provides complimentary cloud features for easy production deployments.
  • The company aims to address the challenges of deploying reliable agents in production and is focused on creating more reliable AI agents for various applications.

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Hackernoon

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The $0 Scheduler That Almost Cost a Compny Everything

  • A company faced severe CPU load spikes and system crashes during task triggers when migrating to DolphinScheduler.
  • The issue was found to be related to improper scheduler configuration, not the number of tasks.
  • They balanced machine load and task demands by adjusting thread settings in DolphinScheduler.
  • The company transitioned from Alibaba Cloud DataWorks to a self-built big data platform due to budget constraints.
  • Initially using 4 ECS servers for the platform, resources were gradually transitioned from DataWorks to DolphinScheduler.
  • High CPU load spikes occurred during task scheduling intervals, causing system instability and crashes.
  • Investigations revealed that adjusting thread settings and CPU limits in DolphinScheduler resolved the CPU spike problem.
  • Configuration adjustments were made in DolphinScheduler's master and worker components to ensure smoother task execution.
  • JVM memory settings were also optimized in the start.sh scripts for both master and worker components.
  • Balancing thread counts and CPU limits helped stabilize CPU usage during task triggers and prevent system crashes.

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The Robot Report

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Hugging Face bridges gap between AI and physical world with Pollen Robotics acquisition

  • Hugging Face has acquired French robotics firm Pollen Robotics to bridge the gap between AI and the physical world.
  • Pollen Robotics' flagship product, Reachy 2, a modular humanoid robot, will be added to Hugging Face's portfolio, aiming to position robots as the next frontier for AI.
  • The acquisition will integrate Hugging Face's AI tools with Reachy's hardware, enabling the development of open-source, customizable robotic systems.
  • Hugging Face envisions a future where advanced robotics is accessible to a wider audience, promoting an open, affordable, and private approach.

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The New Stack

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The Kro Project: Giving Kubernetes Users What They Want

  • Big tech companies, including Google, Amazon, and Microsoft, have collaborated on an open source project called Kro - the Kubernetes Resource Orchestrator.
  • Kro aims to simplify Kubernetes custom resource orchestration and address the challenge of resource orchestration while maintaining cloud flexibility.
  • The collaboration emerged in response to customer demand for a Kubernetes-native, cloud-agnostic tool that can run on any Kubernetes cluster provided by any vendor.
  • Kro, still in its alpha stage, has attracted significant community interest and is focused on enabling core features and becoming production-ready.

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Nvidia

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Math Test? No Problems: NVIDIA Team Scores Kaggle Win With Reasoning Model

  • The NVIDIA team recently won the AI Mathematical Olympiad's competition on Kaggle with an AI reasoning model.
  • Team members from different locations participated in the competition, continuously submitting and improving their model.
  • Their model excelled at generalizing to unseen data, correctly answering 34 out of 50 Olympiad questions within five hours.
  • Named NemoSkills, the team utilized NeMo-Skills for LLM training and used a combination of natural language reasoning and Python code execution.
  • The team's winning model, based on Qwen2.5-14B-Base, underwent knowledge distillation to optimize performance.
  • They employed techniques like asynchronous processing and FP8 quantization using TensorRT-LLM for faster inference.
  • The model performed exceptionally well on the competition's final dataset, showcasing its generalizability and avoiding overfitting.
  • The team plans to release a technical report, share their techniques, and contribute to NeMo-Skills pipelines on GitHub.
  • Using tools across the NVIDIA software stack, the team's optimizations have been integrated into open-source libraries.
  • Team members regained titles such as Kaggle World Champion, Kaggle Grandmaster, and directed the prize towards charitable organizations.
  • The team includes Igor Gitman, Darragh Hanley, Christof Henkel, Ivan Moshkov, Benedikt Schifferer, Ivan Sorokin, and Shubham Toshniwal.

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Medium

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What I Learned Hunting My Online Doppelgängers With Sherlock

  • Using the open-source tool Sherlock, the author scanned over 300 websites to find where their username appeared.
  • The results revealed various online platforms such as GitHub, Dev.to, and Reddit associated with the username.
  • The experience highlighted the amount of personal information available and the need to maintain online privacy.
  • The author encourages the use of open-source tools to regain control over digital identities.

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Medium

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Supercharge Your AI with Deep Research: Building Self-Refining Research Agents

  • Deep Research is an open-source AI-powered research assistant that combines search engines, web scraping, and large language models.
  • The self-refining research capabilities of Deep Research have applications in various industries, offering customization options for specific domains.
  • It analyzes findings, identifies new avenues for exploration, and continuously refines its approach based on what it discovers.
  • Deep Research can be integrated with chatbot systems, enhancing their abilities to provide detailed information and handle complex inquiries.

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Marktechpost

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THUDM Releases GLM 4: A 32B Parameter Model Competing Head-to-Head with GPT-4o and DeepSeek-V3

  • Tsinghua University has released GLM 4, a 32B parameter model.
  • GLM 4 offers robust multilingual support and incorporates innovative reasoning strategies.
  • GLM 4 performs comparable to larger models like GPT-4o and DeepSeek-V3 in reasoning-centric benchmarks.
  • The release of GLM 4 fills the performance gap between smaller and larger language models.

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TechCrunch

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Jim Zemlin on taking a ‘portfolio approach’ to Linux Foundation projects

  • The Linux Foundation has evolved into an umbrella organization for a diverse range of open source projects, extending beyond its origins as the steward of the Linux kernel.
  • Jim Zemlin, the executive director of the Linux Foundation, emphasizes the importance of a 'portfolio approach' to cover various technological domains.
  • The Foundation's portfolio approach enables diversification, harnessing expertise across different technology sectors.
  • This approach facilitates collective support for projects facing challenges like regulatory compliance and cybersecurity risks.
  • The collaboration with the OpenInfra Foundation exemplifies the benefits of pooling resources and expertise to address common industry challenges.
  • The Linux Foundation's expansion includes regional entities like LF India and LF Europe to support local collaboration while maintaining global participation.
  • In the realm of AI, the Linux Foundation advocates for a nuanced approach to defining open source AI through the Model Openness Framework.
  • Zemlin highlights the significance of open source in the AI space, citing the impact of companies like DeepSeek in driving innovation.
  • The Linux Foundation's strategy involves creating new projects as well as acquiring existing ones, aiming to fulfill industry needs through an open source model.
  • Dubbed as a 'reverse venture capitalist,' the Foundation focuses on 'project-market' fit and technology impact rather than profits.

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Medium

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Top 12 Open-Source No-Code Tools Developers Can’t Stop Starring on GitHub ⚡⭐

  • No-code tools on GitHub are gaining popularity among developers.
  • No-code doesn't eliminate logic or skill, it simply saves time.
  • Top 12 open-source no-code projects on GitHub are solving real problems.
  • One of the popular projects is Formily, which simplifies building dynamic forms.

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The Hidden Cost of ‘Free’ AI Tools: Why Open Source Isn’t Always Ethical

  • Open-source AI tools are often celebrated for democratizing access to cutting-edge technology.
  • However, some open-source AI models come with restrictive licenses that hinder commercial use for larger companies.
  • Full transparency and disclosure of training data and workflows are essential for true open source, but many AI companies withhold this information.
  • Open-source AI tools can still be biased, as they may train on unvetted datasets containing discriminatory content.

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5 Open Source Projects That Will Shape 2025 — Developers, Don’t Miss These

  • Encore is an open-source tool that allows developers to build Go and TypeScript backends with clean APIs, background jobs, pub/sub, and databases within the same codebase, eliminating the need for third-party tools and complex configurations.
  • Encore is fast, scalable, and simplifies the process of setting up backend infrastructure from scratch by automating tasks such as cloud deployment.
  • Another open-source tool mentioned in the article is TwilioQuest, which is a game-based interactive coding tutorial that makes learning to code more engaging and fun.
  • The article emphasizes the importance of open-source projects in shaping the future of software development and recommends developers to explore these projects to make their lives easier.

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