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Article: CodeGuardian: A Model Context Protocol Server for AI-Assisted Code Quality Analysis and Security Scanning

CodeGuardian is an MCP server that extends AI coding assistants with comprehensive code quality and security analysis capabilities. By implementing el…

Model Context Protocol (MCP)AI Assisted CodingAI, ML & Data Engineeringarticle
InfoQ Apr 28, 2026, 09:00 UTC
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GitLab Adds Flat-Rate Code Reviews, Free-Tier AI Access, and Spending Caps

Open-core DevOps vendor GitLab has shipped versions 18.10 and 18.11 of its DevSecOps platform, with changes that give agentic AI to users on the free …

GitLabContinuous IntegrationAI Assisted CodingSource CodeDevOpsnews
InfoQ Apr 27, 2026, 08:00 UTC
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Meta Reports 4x Higher Bug Detection with Just-in-Time Testing

Meta introduces Just-in-Time (JiT) testing, a dynamic approach that generates tests during code review instead of relying on static test suites. The s…

Code ReviewsTestingAgentsTest AutomationSoftware TestingAutomated testingAutomationLarge language modelsAI Assisted CodingDevelopmentArchitecture & DesignAI, ML & Data Engineeringnews
InfoQ Apr 17, 2026, 14:49 UTC
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Zendesk Says AI Makes Code Abundant, Shifting the Bottleneck to “Absorption Capacity”

Zendesk argues that GenAI shifts the bottleneck in software delivery from writing code to “absorption capacity”, which is the organisation’s ability t…

NetflixSoftware Development LifecycleArchitecture Decision RecordsAI Assisted CodingGenerative AIArchitecture & DesignCulture & Methodsnews
InfoQ Apr 15, 2026, 12:30 UTC
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GitHub Copilot CLI Reaches General Availability

GitHub has launched Copilot CLI into general availability, bringing generative AI directly to the terminal. Integrated with the GitHub CLI, it offers …

githubcopilotAI CodingAI Assisted CodingAI DevelopmentDevelopmentArchitecture & DesignAI, ML & Data EngineeringDevOpsnews
InfoQ Apr 12, 2026, 09:00 UTC

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