Data & Reproducibility

FAIR data, notebooks, containers, and repeatable analysis pipelines.

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medium.com > @theandrewmo > 11-remodeling-while-open-ci-cd-b27c9b448be6

11 — Remodeling While Open (CI/CD)

2+ hour, 52+ min ago   (466+ words) Remember the cameras and ledger we just looked at in the manager’s office? Thanks to that data, management identified a major bottleneck: the pizza ovens in the kitchen are simply too small. They need to rip them out and install…...


blogs.oracle.com > cloud-infrastructure > configure-oci-streaming-mm2-cross-region

Configure cross region replication for OCI Streaming with MirrorMaker 2

18+ hour, 16+ min ago   (519+ words) This companion post walks through the validated configuration flow for replicating selected OCI Streaming streams across regions with Apache Kafka MirrorMaker 2, hereafter MM2. Use the first post for the architecture, recommendations, and design considerations. Use this post as the operator-oriented setup…...


laravel-news.com

BashBox: A Sandboxed Bash Interpreter for AI Agents in PHP

9+ hour, 16+ min ago   (348+ words) Or try paginated search → BashBox is a bash interpreter written in pure PHP by Pushpak Chhajed, who also built the Grant roles and permissions package. It runs scripts that AI agents generate without calling proc_open, exec, or shell_exec. Each command is a…...


dev.to > ranaweerasupun > write-a-minimal-linux-service-file-27jo

Write a minimal linux service file

7+ hour, 24+ min ago   (599+ words) Let's create a real, working service file from scratch. By the end you'll have a Python script registered with systemd, starting at boot, and showing up cleanly in systemctl status. Every line of the service file is explained so you…...


dev.to > theeromi > self-host-bookorbit-on-your-nas-ebooks-audiobooks-and-comics-in-one-library-5ge4

Self-Host BookOrbit on Your NAS: Ebooks, Audiobooks and Comics in One Library

8+ hour, 33+ min ago   (834+ words) I had ebooks on a laptop, audiobooks in an app that wanted a subscription, and comics in a folder I had stopped opening. BookOrbit collapses all three into one self-hosted library with a browser reader, an OPDS catalogue, and two…...


finance.biggo.com > podcast > b88b545957b90998

Sandboxes Aren't Optional: 4 Ways to Isolate Coding Agents — Robert Brennan, OpenHands|AI Engineer

19+ hour, 31+ min ago   (470+ words) The risk surface in skip-permissions mode is broad and specific. Brennan lists what the agent can reach: the whole local file system, secrets in environment variables, secrets in the home directory, and any production database or production Kubernetes cluster the…...


medium.com > math-games > so-what-shape-is-an-orange-peel-b35f601f2145

So, What Shape Is an Orange Peel?

11+ hour, 19+ min ago   (199+ words) Take an orange. Peel it carefully, trying to preserve the skin as one continuous piece. You will end up with something resembling a crumpled flower, a collection of curved flaps, or perhaps a small orange-coloured continent. Now try to flatten…...


defensecommunities.org > 2026 > 10 > installation-modernization-with-boingo

Installation Modernization with Boingo

11+ hour, 57+ min ago   (194+ words) As Installation Innovation Forum 2026 approaches at the end of the month, the On Base team is asking ADC partners what they hope to share more about at the conference. Rebecca Gray, Senior Vice President and General Manager with Boingo Wireless,…...


docs.sarvam.ai > voice-agents > deploy > deploy-with-code

Deploy with Code (API & SDK)

15+ hour, 4+ min ago   (158+ words) Build, deploy & monitor voice agents Integrate Voice Agents programmatically with APIs and SDKs. For platform speech APIs, see the API Reference. Find the API recipes, WebSocket details, and embed snippet for your agent. Authenticate all requests with your API key....


dev.to > unfiltered_anshul > why-i-stopped-using-docker-for-local-development-3lmk

Why I Stopped Using Docker for Local Development

12+ hour, 49+ min ago   (961+ words) I used Docker for three years. It was the default for every project, every tutorial, every team I joined. Then one day I spent 45 minutes debugging a Docker networking issue instead of writing code. That was the breaking point. The…...