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Reported AI coding gains: 12x more shipped work and a jump in GitHub contributions
A team member says their small group shipped 12x more with a simple process after months of figuring out AI.
TLDR
A team member says they left a two-hour Claude Code brain dump when taking medical leave in January. Returning in May, they found colleagues still figuring out AI; by summer, the small team had a simple process and shipped 12x more. Separately, a post says Density CEO Andrew Farah’s GitHub contributions rose from 99 in 2024 to 2,418 in 2025 and 9,506 so far in 2026. It credits “context stacking”: giving a model project materials, then editing its output and feeding that back in.
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