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Ideas on AI, engineering & careers.
Field notes from a team that builds AI products and staffs AI-fluent engineers.
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CareersNew GradsAI
New Grad? Here's How to Stand Out in an AI-First Job Market
The bar moved, but so did the opportunity. A practical playbook for early-career engineers entering an AI-first industry.
Jun 13, 2026 5 min read
AIEngineeringRAG
Building Production RAG: Lessons from the Ryzlink Pods
Retrieval-augmented generation looks easy in a demo and hard in production. Here's what our pods learned shipping it for real.
Jun 13, 2026 6 min read
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