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@devopslinks shared a link, 3 weeks, 1 day ago
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Draw.io MCP for Diagram Generation: Why It’s Worth Using

Draw.io MCPlinks theModel Context Protocoltodraw.io. It ingests structured input (text,CSV,Mermaid) and emitsdraw.io XML, PNG/SVG, or hosted links. Draw.io MCPruns as anMCP Tool Server, CLI, or Copilot skill. It drafts small graphs (<50 nodes) in seconds and stores diagrams inGitfor diffs andCI/CDau.. read more  

Draw.io MCP for Diagram Generation: Why It’s Worth Using
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@shubham321 shared a post, 3 weeks, 1 day ago
Software engineer, Keploy

What Is QA Automation? Benefits, Tools, Challenges & Future

QA automation is a modern software testing approach that uses automated tools and frameworks to execute test cases efficiently and consistently. Instead of relying solely on manual testing, QA automation enables teams to validate application functionality, performance, and reliability at every stage of the development lifecycle. It plays a crucial role in Agile and DevOps environments, where frequent code changes and faster release cycles demand continuous testing.

One of the biggest advantages of QA automation is speed. Automated tests can run in minutes, allowing teams to detect defects early and provide quick feedback to developers. This leads to improved software quality and reduced risk of critical issues reaching production. Automation also enhances accuracy by eliminating human errors that commonly occur in repetitive manual testing tasks.

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@suarezsara shared a post, 3 weeks, 1 day ago

Why SharePoint Application Development Still Powers Enterprise Collaboration in 2026

Learn how businesses use SharePoint for workflow automation, seamless Microsoft 365 integration, and enhanced governance.

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@sancharini shared a post, 3 weeks, 1 day ago

Types of Regression Testing in CI/CD Pipelines

Learn how different types of regression testing in CI/CD pipelines help teams detect defects early, maintain software quality, and reduce production risks while optimizing automated workflows.

Types of Regression Testing in CI/CD Pipelines
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@sancharini shared a post, 3 weeks, 1 day ago

How Regression Testing Detects Hidden Defects Before They Reach Production?

Understand how regression testing helps teams identify hidden defects early, maintain system stability, and prevent production issues using effective testing strategies and regression testing tools.

How Regression Testing Detects Hidden Defects Before Production
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@elenamia shared a post, 3 weeks, 1 day ago
Technical Consultant, Damco Solutions

Is Your Application Evolving or Aging? The Role of Software Maintenance Services in Continuous Improvement

Read this blog to learn how software maintenance services fuel continuous improvement, prevent downtime, and protect your digital investments.

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@marxjenes shared a post, 3 weeks, 1 day ago

State Transition Testing Techniques for Microservices Applications

Learn effective state transition testing techniques for microservices applications. Ensure reliable service behavior, validate workflows, and strengthen regression testing in CI/CD pipelines.

State Transition Testing Techniques for Microservices Applications
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@kala added a new tool Claude Code , 3 weeks, 2 days ago.
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@kala shared an update, 3 weeks, 2 days ago
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NanoClaw Brings Container-Isolated AI Agents to WhatsApp and Telegram

NanoClaw OpenClaw Claude Code

NanoClaw is a lightweight open-source personal AI agent that runs locally and connects to apps like WhatsApp and Telegram. Built with only ~3,900 lines of code across 15 files, it uses container isolation to securely run agents and aims to offer a simpler, fully auditable alternative to large frameworks like OpenClaw.

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@kala added a new tool NanoClaw , 3 weeks, 2 days ago.
Magika is an open-source file type identification engine developed by Google that uses machine learning instead of traditional signature-based heuristics. Unlike classic tools such as file, which rely on magic bytes and handcrafted rules, Magika analyzes file content holistically using a trained model to infer the true file type.

It is designed to be both highly accurate and extremely fast, capable of classifying files in milliseconds. Magika excels at detecting edge cases where file extensions are incorrect, intentionally spoofed, or absent altogether. This makes it particularly valuable for security scanning, malware analysis, digital forensics, and large-scale content ingestion pipelines.

Magika supports hundreds of file formats, including programming languages, configuration files, documents, archives, executables, media formats, and data files. It is available as a Python library, a CLI, and integrates cleanly into automated workflows. The project is maintained by Google and released under an open-source license, making it suitable for both enterprise and research use.

Magika is commonly used in scenarios such as:

- Secure file uploads and content validation
- Malware detection and sandboxing pipelines
- Code repository scanning
- Data lake ingestion and classification
- Digital forensics and incident response