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Reviewing AI-generated code on GitLab and Azure DevOps: what actually exists
emilreiter profile

Reviewing AI-generated code on GitLab and Azure DevOps: what actually exists

#gitlab #azuredevops #ai #codereview
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2 min read
Cheap models for code review: the cost gap is real, the precision gap is the tax
emilreiter profile

Cheap models for code review: the cost gap is real, the precision gap is the tax

#aicodereview #gitlab #azuredevops #codequality
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2 min read
My Coding Agent Kept Asking Which Branch to Use. Now It Asks an MCP That Reads Merged MRs
hram profile

My Coding Agent Kept Asking Which Branch to Use. Now It Asks an MCP That Reads Merged MRs

#git #gitlab #mcp #ai
Comments 1
8 min read
One interface, three forges
someone_somewhere_05cad9e profile

One interface, three forges

#openspec #git #gitlab #gitea
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4 min read
Building an Automated Engineering Telemetry Pipeline with GitLab CI/CD
hrlpavan profile

Building an Automated Engineering Telemetry Pipeline with GitLab CI/CD

#gitlab #cicd #devops #automation
Comments 2
3 min read
GitLab Duo vs. GitHub Copilot: An Architectural Deep-Dive from an Open-Source Contributor
hrlpavan profile

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

#gitlab #github #ai #programming
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4 min read
Slashing GitLab CI/CD Build Times by 80%: Container Registry Caching & Dependency Proxy
hrlpavan profile

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

#gitlab #docker #cicd #devops
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4 min read
Benchmarking Model Context Protocol (MCP) in GitLab: Why AI Agents Are Leaving REST Behind
hrlpavan profile

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

#ai #gitlab #mcp #webdev
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4 min read
Zero-Cloud AI Code Review: Connecting Self-Hosted GitLab to Local CUDA LLM Runtimes
hrlpavan profile

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

#gitlab #ai #cuda #selfhosted
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4 min read
Inside GitLab AI Gateway: How to Register Next-Gen LLMs with GitLab Duo
hrlpavan profile

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

#gitlab #ai #machinelearning #opensource
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5 min read
Connecting AI Agents to GitLab: How I Implemented MCP Resources in GitLab Core
hrlpavan profile

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

#gitlab #ai #opensource #webdev
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5 min read
Zero-Downtime Database Migrations: Lessons from GitLab's PostgreSQL Architecture
hrlpavan profile

Zero-Downtime Database Migrations: Lessons from GitLab's PostgreSQL Architecture

#postgres #gitlab #database #backend
Comments 1
4 min read
The Fast-Track Playbook to Becoming a GitLab Core Contributor
hrlpavan profile

The Fast-Track Playbook to Becoming a GitLab Core Contributor

#gitlab #opensource #career #programming
Comments 1
4 min read
Securing the Software Supply Chain: Generating SBOMs & SLSA Provenance in GitLab CI/CD
hrlpavan profile

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

#security #gitlab #devops #opensource
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3 min read
Eliminating Flaky Tests in GitLab CI/CD: Predictive Selection, Quarantining & JUnit Reports
hrlpavan profile

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

#gitlab #testing #cicd #devops
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3 min read
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