LL
LLM Infrastructure • Mar 20, 2026
Tooling Map: self-hosted inference
A map of useful tools, libraries, and platform decisions. how to serve open models with throughput, batching, and cost control
Articles
AI engineering notes from real workflow work
Practical writing on agentic systems, orchestration, automation design, and the operating patterns behind reliable AI delivery.
LL
LLM Infrastructure • Mar 18, 2026
Team Workflow: self-hosted inference
How engineering, product, and operations teams should collaborate. how to serve open models with throughput, batching, and cost control
LL
LLM Infrastructure • Mar 17, 2026
Deployment Playbook: self-hosted inference
How to prepare the workflow for CI/CD and production operations. how to serve open models with throughput, batching, and cost control
LL
LLM Infrastructure • Mar 15, 2026
Security Review: self-hosted inference
The security and permission concerns that should be reviewed. how to serve open models with throughput, batching, and cost control
LL
LLM Infrastructure • Mar 14, 2026
Evaluation Strategy: self-hosted inference
How to measure quality, reliability, and operational readiness. how to serve open models with throughput, batching, and cost control
LL
LLM Infrastructure • Mar 12, 2026
Common Failure Modes: self-hosted inference
The mistakes teams should identify before launch. how to serve open models with throughput, batching, and cost control
LL
LLM Infrastructure • Mar 12, 2026
LLM Gateways and Model Routing Are Becoming Core AI Infrastructure
Why teams need model routing, budgets, fallback logic, observability, and provider abstraction before AI usage scales.
LL
LLM Infrastructure • Mar 11, 2026
Implementation Checklist: self-hosted inference
A practical checklist for building and reviewing the workflow. how to serve open models with throughput, batching, and cost control
LL
LLM Infrastructure • Mar 09, 2026
Architecture Guide: self-hosted inference
A system-design view for planning production implementation. how to serve open models with throughput, batching, and cost control