ux
GPU economics for self-hosted code models
GPU costs for self-hosted code models depend on utilization patterns, memory requirements, and orchestration rather than simple per-seat math.
2026-05-0513 min read
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Benchmarks, deployment notes, and hard-won patterns
Developer-to-developer writing. No fluff. Just what worked, what failed, and what shipped.
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ux
Sandboxing untrusted tools in dev workflows
Learn how to isolate untrusted code execution in development workflows using containers, VMs, and permission boundaries without breaking developer productivity.
2026-02-1012 min read