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deployment
7 posts7 Regression Tests Every AI Agent Should Pass Before Deploy
Discover essential regression tests for AI agents. Ensure a successful deployment with these key evaluations.
Deployment Status Is Actually a Distributed Systems Problem
Drawing on Guara Cloud's build experience, this piece explains why 'pending' labels fail and how deployment status must be modeled as evidence-based distributed state.
In-House LLM Serving at Netflix: Design and Implementation
Netflix runs LLMs in-house, discussing key decisions on model deployment and API design.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comSelf-hosting GLM-5.2 on a 4-node DGX Spark Cluster
Deploying GLM-5.2 on a 4-node DGX Spark cluster offers engineers a powerful self-hosting solution.
That Time a Rolling Deployment Almost Corrupted Our Data
A deployment led to concurrent processes generating inconsistent data. This incident offers crucial lessons for engineers on ensuring data integrity.
Deploying Your C# MCP Server to Azure: Functions vs. Container Apps
Explore deployment options for C# MCP servers on Azure: Functions vs. Container Apps.
Deployment Engineering: A Necessity for Scalability
Deployment engineering is critical for the successful implementation of AI solutions. Focus on enhancing speed and tracking efficiency.