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CWE-35 or CWE-22? The Classification Split Around CVE-2026-85706

CWE-35 or CWE-22? The Classification Split Around CVE-2026-85706

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3 min read
GitLab Duo vs. GitHub Copilot: An Architectural Deep-Dive from an Open-Source Contributor

GitLab Duo vs. GitHub Copilot: An Architectural Deep-Dive from an Open-Source Contributor

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4 min read
Benchmarking Model Context Protocol (MCP) in GitLab: Why AI Agents Are Leaving REST Behind

Benchmarking Model Context Protocol (MCP) in GitLab: Why AI Agents Are Leaving REST Behind

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4 min read
Slashing GitLab CI/CD Build Times by 80%: Container Registry Caching & Dependency Proxy

Slashing GitLab CI/CD Build Times by 80%: Container Registry Caching & Dependency Proxy

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4 min read
Zero-Cloud AI Code Review: Connecting Self-Hosted GitLab to Local CUDA LLM Runtimes

Zero-Cloud AI Code Review: Connecting Self-Hosted GitLab to Local CUDA LLM Runtimes

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4 min read
Connecting AI Agents to GitLab: How I Implemented MCP Resources in GitLab Core

Connecting AI Agents to GitLab: How I Implemented MCP Resources in GitLab Core

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5 min read
Inside GitLab AI Gateway: How to Register Next-Gen LLMs with GitLab Duo

Inside GitLab AI Gateway: How to Register Next-Gen LLMs with GitLab Duo

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5 min read
Eliminating Flaky Tests in GitLab CI/CD: Predictive Selection, Quarantining & JUnit Reports

Eliminating Flaky Tests in GitLab CI/CD: Predictive Selection, Quarantining & JUnit Reports

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3 min read
Testing Across Everything: Mastering Matrix Builds & Parallelism in GitLab CI/CD

Testing Across Everything: Mastering Matrix Builds & Parallelism in GitLab CI/CD

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3 min read
Securing the Software Supply Chain: Generating SBOMs & SLSA Provenance in GitLab CI/CD

Securing the Software Supply Chain: Generating SBOMs & SLSA Provenance in GitLab CI/CD

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3 min read
Zero-Secret Pipelines: Hardening GitLab CI/CD with OIDC & HashiCorp Vault

Zero-Secret Pipelines: Hardening GitLab CI/CD with OIDC & HashiCorp Vault

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3 min read
Production GitOps with GitLab: Continuous Delivery with the GitLab Agent for Kubernetes

Production GitOps with GitLab: Continuous Delivery with the GitLab Agent for Kubernetes

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4 min read
Architecting Real-Time Streaming in DevOps: Server-Sent Events, WebSockets & MCP in GitLab

Architecting Real-Time Streaming in DevOps: Server-Sent Events, WebSockets & MCP in GitLab

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4 min read
Reusable Pipelines Done Right: Building Typed GitLab CI/CD Components for the CI/CD Catalog

Reusable Pipelines Done Right: Building Typed GitLab CI/CD Components for the CI/CD Catalog

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4 min read
Mastering Monorepos in GitLab CI/CD: Dynamic Child Pipelines & Path-Based Triggers

Mastering Monorepos in GitLab CI/CD: Dynamic Child Pipelines & Path-Based Triggers

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4 min read
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