Research Methods & Tools

Lab techniques, HPC, statistics, reproducible workflows, and publishing.

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dev.to > raju_dandigam > docker-sandboxes-changed-the-trust-boundary-for-ai-coding-agents-10k6

Docker Sandboxes Changed the Trust Boundary for AI Coding Agents

31+ min ago   (605+ words) A coding agent that can only suggest a patch is one kind of risk. An agent with a shell, package manager, Docker daemon, credentials, and network access is another. The useful security question is not “Is the agent inside a…...


dev.to > chrispybacondev > dockflare-docker-labels-cloudflare-tunnels-and-a-little-less-dashboard-clicking-3i29

DockFlare: Docker labels, Cloudflare Tunnels, and a little less dashboard clicking

1+ hour, 39+ min ago   (792+ words) I wanted to share a project I started in 2025 to solve something that kept getting on my nerves in my own homelab. Every time I deployed another container, I found myself back in the Cloudflare dashboard. Add a hostname, point…...


dev.to > technonotes > kubernetes-day-02-pidsignalsmount-3345

Kubernetes - Day - 02 - PID/Signals/Mount

3+ hour, 4+ min ago   (16+ words) Docker Pull the details from docker register. docker pull nginx Enter... Tagged with devops, docker, linux....


dev.to > toyosee > how-to-build-a-safe-isolated-cybersecurity-home-lab-kali-ubuntu-4e40

How to Build a Safe, Isolated Cybersecurity Home Lab (Kali + Ubuntu)

4+ hour, 59+ min ago   (1248+ words) Reading about a SQL injection isn't the same as triggering one yourself and watching the database dump on screen. That's why I built my own home lab, and why I wrote this guide to help you build yours. A cybersecurity…...


neurosciencenews.com > neuroimaging-blood-flow-energy-brain-31225

Imaging Index Links Blood Flow to Cellular Architecture

1+ day, 13+ min ago   (536+ words) Researchers at USC have created a noninvasive metric called the cerebral blood flow–cell-body staining intensity similarity index (CCSI) to evaluate how blood flow matches cell density across the layers of the living human cerebral cortex. Source: Keck School of…...


dev.to > amorizz > point-the-official-sentry-sdk-at-self-hosted-ingest-dsn-only-3ij2

Point the official Sentry SDK at self-hosted ingest (DSN only)

7+ hour, 8+ min ago   (488+ words) Clone the public tree and start compose from the repo root: Two services: the app image and postgres:16-alpine. No Redis. No separate worker fleet on this laptop path. If port 8080 is taken: From the dashboard: Settings → SDK connection (or…...


ecoticias.com > en > keratin-scaffolding-stretched-tissue-cell-nuclei > 36875

Scientists stretched living tissue for hours and watched its internal keratin scaffolding rebuild itself into thick networks spanning multiple cells, but the strangest part came when the same process gradually pushed the nuclei out of the protective cages surrounding them

7+ hour, 37+ min ago   (799+ words) Home - Science - Scientists stretched living tissue for hours and watched its internal keratin scaffolding rebuild itself into thick networks spanning multiple cells, but the strangest part came when the same process gradually pushed the nuclei out of the protective cages…...


dev.to > aigcer > treat-gpt-image-25-like-a-build-pipeline-a-reproducible-workflow-1943

Treat GPT Image 2.5 Like a Build Pipeline: A Reproducible Workflow

8+ hour, 28+ min ago   (523+ words) Most AI image workflows start with a prompt and end with a downloaded file. That is fine for a one-off experiment, but it breaks down as soon as a team needs to reproduce the result, revise one detail, generate another…...


dev.to > technonotes > kubernetes-day-01-47ig

Kubernetes - Day - 01

8+ hour, 39+ min ago   (19+ words) Why Docker? What Docker resolves? --> Lets see, before that lets see some in-depth... Tagged with k8intamil, kubernetes....


dev.to > adhithyan_b_5d2daadc216e4 > pipes-and-flow-cicd-pipeline-an-overview-4mj3

Pipes and Flow - CI/CD Pipeline An Overview

9+ hour, 51+ min ago   (667+ words) For almost all my CSE learning time, I thought CI/CD was a simple pipeline/flow that just checks and deploys stuff. Don't get me wrong, I only got a taste of CI/CD through services like Vercel and Render…...