P2P Container Image Distribution on IPFS With containerd and nerdctlKohei Tokunaga
Talked at FOSDEM 2022 about IPFS-based P2P image distribution with containerd and nerdctl (Feburary 6, 2022).
https://fosdem.org/2022/schedule/event/container_ipfs_image/
nerdctl is a Docker-compatible CLI of containerd, developed as a subproject of containerd. nerdctl recently added support of P2P image distribution on IPFS. This enables to share container images among hosts without hosting or relying on the registry.
In this session, Kohei, one of the maintainers of nerdctl, will introduce IPFS-based P2P image distribution with containerd and nerdctl. This session will also show the combination of IPFS-based distribution with the existing image distribution techniques, focusing on lazy pulling (eStargz) and image encryption (OCIcrypt). The status of integration work with other tools including Kubernetes will also be shared.
Related blog post: "P2P Container Image Distribution on IPFS With Containerd" . https://medium.com/nttlabs/nerdctl-ipfs-975569520e3d
P2P Container Image Distribution on IPFS With containerd and nerdctlKohei Tokunaga
Talked at FOSDEM 2022 about IPFS-based P2P image distribution with containerd and nerdctl (Feburary 6, 2022).
https://fosdem.org/2022/schedule/event/container_ipfs_image/
nerdctl is a Docker-compatible CLI of containerd, developed as a subproject of containerd. nerdctl recently added support of P2P image distribution on IPFS. This enables to share container images among hosts without hosting or relying on the registry.
In this session, Kohei, one of the maintainers of nerdctl, will introduce IPFS-based P2P image distribution with containerd and nerdctl. This session will also show the combination of IPFS-based distribution with the existing image distribution techniques, focusing on lazy pulling (eStargz) and image encryption (OCIcrypt). The status of integration work with other tools including Kubernetes will also be shared.
Related blog post: "P2P Container Image Distribution on IPFS With Containerd" . https://medium.com/nttlabs/nerdctl-ipfs-975569520e3d
Redmineに全文検索エンジンGroongaサポートを追加する「Full Text Search」プラグインを紹介します。このプラグインを使えば数十万チケットがあるRedmineでも高速に目的の情報を見つけられます。高速になるという現状の話だけでなく、Redmine内のデータを有効活用するという今後の話もします。
Revolutionizing Data Reports The Rise of Open Source Chat-Based Reporting Too...Varsha Nayak
Traditional dashboards and static reports often fall short in delivering real-time insights that are easy for non-technical users to understand and act on. This is where the new wave of reporting technology comes in—powered by the rise of the open source chat-based reporting tool. By combining the flexibility of open-source platforms with the convenience of conversational interfaces, these tools are reshaping how organizations interact with data.
Secure and Simplify IT Management with ManageEngine Endpoint Central.pdfNorthwind Technologies
ManageEngine Endpoint Central (formerly known as Desktop Central) is an all-in-one endpoint management solution designed for managing a diverse and distributed IT environment. It supports Windows, macOS, Linux, iOS, Android, and Chrome OS devices, offering a centralized approach to managing endpoints — whether they’re on-premise, remote, or hybrid.
Menu in Android (Define,Create,Inflate and Click Handler)Nabin Dhakal
In Android, a **menu** provides options for user actions and navigation in an app. Menus can appear as **options menus** (accessed via the app bar), **context menus** (triggered by long-press), or **popup menus** (small floating lists). They are typically defined in XML using `<menu>` and `<item>` tags and inflated using `MenuInflater` in activities or fragments. Developers handle menu item clicks using `onOptionsItemSelected()` or similar methods. Menus help improve usability by grouping actions in a consistent interface. Common use cases include settings, search, and sharing options, offering a clean and accessible way to enhance app functionality.
Menus in Android offer a consistent and user-friendly way to present actions and navigation options within an app. By using options menus for global actions, context menus for specific UI elements, and popup menus for flexible interaction, developers can enhance the overall usability and functionality of their applications. Proper implementation of menus not only organizes actions effectively but also improves the user experience by making key features easily accessible.
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How a Staff Augmentation Company IN USA Powers Flutter App Breakthroughs.pdfmary rojas
With local teams and talent aligned with U.S. business hours, a staff augmentation company in the USA enables real-time communication, faster decision-making, and better project coordination. This ensures smoother workflows compared to offshore-only models, especially for companies requiring tight collaboration.
📄 Getting Started with BoxLang – CFCamp 2025 Session with Luis Majano
Explore the foundations of BoxLang, the next-generation dynamic JVM language created by Ortus Solutions, in this introductory session led by its creator, Luis Majano, at CFCamp 2025.
This PDF contains the full slide deck from the session, walking attendees through the key concepts, syntax, and use cases of BoxLang, along with live coding examples and tips for building modern web applications. Ideal for developers seeking hands-on experience with a language designed to be modular, productive, and future-proof.
A special thank you to the CFCamp team for providing us with the space to share our vision and help the community take its first steps with BoxLang. 🌐
And overview of Nasdanika Models and their applicationsPavel Vlasov
This presentation provides an overview of Nasdanika metamodels and their applications - reference documentation, analysis, code generation, use with GenAI operating on complex structures instead of text - humans don't think in text, they think in images (diagrams) - objects and their relationships. Translating human thoughts to text is an "expensive" and error prone process. And this is where diagramming, modeling, and generation of textual description from a model can help humans and GenAI to communicate better.
Building AI agents with Java and LangChain4jJulien Dubois
This details how to build an AI agent in Java using LangChain4j :
- What are structured outputs
- Using Function Calling
- Creating an MCP Server
- Consuming an MCP server
Presented at the Seattle Java User Group on May, 23rd 2025
Frontier AI Regulation: What form should it take?Petar Radanliev
Frontier AI systems, including large-scale machine learning models and autonomous decision-making technologies, are deployed across critical sectors such as finance, healthcare, and national security. These present new cyber-risks, including adversarial exploitation, data integrity threats, and legal ambiguities in accountability. The absence of a unified regulatory framework has led to inconsistencies in oversight, creating vulnerabilities that can be exploited at scale. By integrating perspectives from cybersecurity, legal studies, and computational risk assessment, this research evaluates regulatory strategies for addressing AI-specific threats, such as model inversion attacks, data poisoning, and adversarial manipulations that undermine system reliability. The methodology involves a comparative analysis of domestic and international AI policies, assessing their effectiveness in managing emerging threats. Additionally, the study explores the role of cryptographic techniques, such as homomorphic encryption and zero-knowledge proofs, in enhancing compliance, protecting sensitive data, and ensuring algorithmic accountability. Findings indicate that current regulatory efforts are fragmented and reactive, lacking the necessary provisions to address the evolving risks associated with frontier AI. The study advocates for a structured regulatory framework that integrates security-first governance models, proactive compliance mechanisms, and coordinated global oversight to mitigate AI-driven threats. The investigation considers that we do not live in a world where most countries seem to be wishing to follow our ideals, for various reasons (competitiveness, geo-political dominations, hybrid warfare, loss of attractiveness of the European model in the Big South, etc.), and in the wake of this particular trend, this research presents a regulatory blueprint that balances technological advancement with decentralised security enforcement (i.e., blockchain).
In today’s workplace, staying connected is more important than ever. Whether teams are remote, hybrid, or back in the office, communication and collaboration are at the heart of getting things done. But here’s the truth — outdated intranets just don’t cut it anymore.
BoxLang is the new CF-compatible server and CLI tool. It’s extensible easily with modules, which means you can write your own built in functions, tags, and more for your own use or to share with the community on ForgeBox. Let’s find out how.
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The Engineering, Procurement, and Construction (EPC) industry is highly complex, involving multiple stakeholders, high-value procurement, strict timelines, and resource-heavy project execution. In such a demanding environment, using the right ERP system is not a luxury—it's a necessity.
This presentation highlights the Top 5 Odoo ERP modules specifically tailored to meet the dynamic needs of the EPC sector. Whether you're managing large-scale infrastructure projects or specialized engineering contracts, Odoo provides an integrated solution that can streamline your entire project lifecycle.
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Key challenges faced by EPC companies
Overview of essential Odoo modules
Real-world benefits of using Project, Purchase, Inventory, Field Service, and Accounting modules
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This presentation is designed for EPC business owners, project managers, procurement heads, and field service teams who are exploring digital transformation through Odoo ERP.
Agentic AI Desgin Principles in five slides.pptxMOSIUOA WESI
Discover the core design patterns that enable AI agents to think, learn, and collaborate like never before. From breaking down goals to coordinating across systems, these patterns form the foundation of advanced intelligent behavior. Learn how reinforcement learning, hierarchical planning, and multi-agent systems are transforming AI capabilities. This presentation offers a concise yet powerful overview of agentic design in action. Perfect for developers, researchers, and AI enthusiasts ready to build smarter systems.