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devops
185 postsMCP vs CLI: A Resilient Hybrid Architecture for AI Agents
When a plugin crashed, why did the MCP servers survive? A hybrid AI agent architecture combining MCP and CLI, with token cost tradeoffs and lifecycle lessons.
How to Shrink a Docker Image From 1.2GB to 180MB
A practical guide to cutting Docker image size by 85% without touching app code: multi-stage builds, slim base images, layer ordering and .dockerignore.
Ota Pressure-Tests Its .NET Contract on OrchardCore
Ota tested its readiness contract on OrchardCore, making dotnet restore a first-class dependency step and proving a narrow, honest .NET slice instead of overclaiming.
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.comForeman: A Self-Hosted, Cost-Aware LLM Gateway for Coding Agents
Foreman is an open-source, self-hosted gateway between coding agents and LLM providers that routes by cost, preserves prompt caching, and logs every spend.
KubeSwift: Kubernetes-Native VM Orchestration on Cloud Hypervisor
KubeSwift defines VMs as Kubernetes CRDs and runs them on Cloud Hypervisor with GPU passthrough, live migration, and OCI image distribution.
100 Days of DevOps: Killing SSH Passwords and Resizing EC2
Day 7 of a 100-day DevOps series covers setting up passwordless SSH properly and the public IP pitfall that trips people up when resizing an EC2 instance.
Logging Into Higgsfield CLI on a Headless Server: The localhost Trap
Why OAuth PKCE CLI logins fail on headless servers: localhost is per-machine, redirect URIs are allowlisted, and how replaying the callback URL manually solves it.
Cloudflare Launches Temporary Accounts for AI Agents
Cloudflare adds a --temporary flag to Wrangler CLI, letting AI agents deploy Workers without sign-up. 60-minute temporary accounts enable frictionless code-deploy-verify loops without human intervention.
GitHub Enterprise Server Rebuilds Search Architecture with Elasticsearch CCR
GitHub moves Enterprise Server HA installations to Elasticsearch's Cross Cluster Replication to end fragile, cluster-wide search index failures.
Building in the Cloud with Codex, Safely
Explore safe cloud coding with Codex. Learn about AGENTS.md and isolated working environments.