How I built a demo generator with GitLab Duo Agent Platform
A demo used to take me days to build — screenshots, narration, stitching it together in an external tool, chasing feedback — and every time the feature changed I’d have…
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Automate work item assignment with GitLab Duo
A new, event-driven trigger in GitLab Duo Agent Platform lets flows fire the moment a work item is created, turning triage and assignment from a manual, all-day chore into automation…
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How we used AI agents to migrate GitLab rate limiting
A small team at GitLab spent the past few weeks running an experiment: Could we use AI agents to migrate part of our legacy rate-limiting system without dropping the safety…
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React, Explained Directly — Part 2: Production, Performance, and Modern Patterns
Continues directly from Part 1. Same rule: no stories, no metaphors — just the real mechanics, in plain English, with working code. 🔁 Part 1: Why Re-Renders Actually Happen 👦…
