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Technical insights and the Exiqus building journey

PR Analysis Beta: 15 Hours Validating What Actually Matters

Oct 2, 20257 min read

I spent a weekend validating PR analysis against real developers who got hired at Zed. The analysis was working, generating insights, looking promising. But it wasn't surfacing what actually got them hired - sustained contributions, deep collaboration, feature ownership. Three key fixes: API evolution, evidence sorting, and quality signals that matter.

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How I Built an Evidence-Based Developer Assessment Platform

Sep 22, 20258 min read

After months of development and "The Great Purge" (removing all subjective scoring), here's how I transformed a metrics-based GitHub analyser into an evidence-driven assessment tool.

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Also published on dev.to