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Data & Reproducibility
FAIR data, notebooks, containers, and repeatable analysis pipelines.
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Top 10 Best CI/CD Pipeline Security Tools in 2026 [Ranked & Scored]
2+ hour, 36+ min ago (943+ words) Supply-chain attackers stopped bothering with your code they poison the pipelines that build it. We scored ten options with native-first honesty: what your CI platform already includes resets every business case, and the dedicated lanes earn their bills on what…...
Crossplane Black Boxes for Developer Self-Service
2+ hour, 32+ min ago (553+ words) This is an opinionated write-up of what worked for me as a solo DevOps engineer, in one company's setup. Treat it as experience to weigh, not as the one right answer. This is part 1 of a two-part series on Crossplane....
Bringing MyZubster to the Tor Network: Building an Onion with Docker, React and Node.js
8+ hour, 13+ min ago (996+ words) Building a privacy-conscious access layer for an open-source ecosystem — with real tests, reproducible bugs, and contributions from the community. The next chapter of MyZubster is taking shape. We're working toward making MyZubster accessible through the Tor network using a.onion…...
ComfyUI --listen opens port 8188 to every network you're on. Name the address instead
8+ hour, 17+ min ago (279+ words) Almost every "use ComfyUI from another PC or your phone" guide says the same thing: add --listen. It works. It also does more than most people expect, because ComfyUI has no login. No route in ComfyUI's server checks a user…...
10 Best Service Virtualization Tools Compared By Use Case
8+ hour, 22+ min ago (1511+ words) Service virtualization tools don't all solve the same problem. One team needs to simulate a single flaky HTTP dependency in CI. Another is dealing with mainframe middleware and legacy messaging protocols that most tools don't touch. A third is running microservices…...
vLLM's --api-key leaves /invocations, /tokenize and /pause open. Lock it down with an allowlist proxy
8+ hour, 20+ min ago (307+ words) Routes the guide lists as open without a key include: The guide calls a reverse proxy that allowlists endpoints "the most effective approach". Here's a small version of it. VLLM_API_KEY keeps the key out of the process list, where --api-key would…...
Node.js Docker Kubernetes Health Checks: Readiness, Liveness, and Startup for Nightly SaaS
11+ hour, 7+ min ago (965+ words) The hard part of monitoring a nightly healthtech pipeline with Node.js, Docker, and Kubernetes is not exposing more endpoints. Readiness, liveness, and startup checks need different jobs, or a probe becomes noise instead of health monitoring. Short answer: keep…...
Deploy decision models with llama.cpp on Amazon SageMaker AI
21+ hour, 1+ min ago (1308+ words) AWS is the world's most comprehensive cloud, enabling organizations to accelerate innovation, reduce costs, and scale more efficiently Migrate to modernize → Modernize to unlock data → unlock data to run AI Get started with one of these featured services or browse…...
Resolving Fluid‑CPU Over‑consumption in a Node 20 Microservice Mesh (Docker + Kafka Brokers)
14+ hour, 15+ min ago (392+ words) TL;DR: I fixed a runaway Fluid‑CPU usage bug that crashed our Node 20 services by tightening Docker cgroup limits and adding back‑pressure handling in the Kafka broker client. The change lives in CLAUDE_CODE_CONTEXT.md and a few config files,…...
Fixing Docker‑Compose Healthcheck and Adding a Unified “Priority Actions” API for Real‑Time UI Strips
14+ hour, 15+ min ago (299+ words) TL;DR: I replaced the localhost‑based healthcheck in docker-compose.yml with a container‑aware URL, eliminating false‑negative health states. Then I built a single priority-actions endpoint and a React PriorityStrip component that surface “next‑action” and stale indicators…...