SELF-HOSTING
All blog posts, tools, and guides about self-hosting from Developers Digest.
3 resources - 3 posts
Blog Posts
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Self-Hosting Open-Weights Models: The Real Break-Even Math
Open weights are free to download, but inference is not free to run. Here is the honest break-even math on when self-hosting GLM-5.2, DeepSeek V4, or Llama beats paying per-token API prices - GPU rental and ownership costs, real throughput, utilization, the crossover in tokens per month, and the hidden ops bill nobody budgets for.
11 min read
The Best Local Coding LLMs in 2026: Run Enterprise-Grade AI Without the Cloud
Choosing a local coding LLM in 2026 means balancing benchmark performance, hardware cost, and the compliance pressure to keep code off third-party servers. Here is what to run and on what hardware.
8 min read
Self-Hosting AI Agents: 5 Ways to Run Claude Code on Your Own Infra
Claude Code does not have to call Anthropic's API. Here are five working patterns for running it through your own gateway, on your own models, in your own VPC, with full audit logs and cost control.
13 min read
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