GitHub Actions architecture review gate for Azure pull requests
TL;DR: An architecture review gate is a GitHub Actions job that checks every pull request against thresholds you set for Well-Architected score, hig…
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A Zero-Server Telegram OSINT Pipeline: t.me/s Previews + GitHub Actions + Git as the Database
You do not need a server to monitor public Telegram channels. My entire ingestion stack runs on GitHub Actions cron at zero marginal cost, and the w…
The Globe: Following Your Reasoning Into Other People's Repositories
Keep the Why records why a codebase is the way it is. Decisions can cite decisions in other repositories. The Globe follows those citations outward,…
Hello World: Navigating the Complexities of Enterprise Software
Hello, DEV Community! 👋 After spending [Number] years building and scaling applications in enterprise environments, I decided it was time to step ou…
Cloud Resume Challenge Week 3— Infrastructure as Code with Terraform and CI/CD with GitHub Actions
Chunk 3 is complete — and this one pushed me the furthest outside my comfort zone. Infrastructure as Code, remote state management, and a fully auto…
AURA v0.1.0: Deterministic Trigger Extraction, Auditable Math & a Self-Healing Analytics Engine
If you follow AI safety, you know the uncomfortable truth: modern LLM guardrails are failing not because of complex zero-day exploits, but because o…
Automating Deployment with Github Actions
Deploying to a Server You Can't Reach: Building a CI/CD Pipeline with AWS SSM and OIDC From pushing code manually to building, testing, containerizi…
Four Identical Red Runs: One Was Our Watchdog Working, Three Were Its Corpse
A cron in one of our repositories stopped firing on 21 June and nobody noticed for ten weeks. Its only job was to rebuild this site each morning so…
How to Obfuscate a .NET App in GitHub Actions (CI/CD)
Short answer: to obfuscate a .NET app in GitHub Actions, add a step after dotnet publish that runs the obfuscator on your published assemblies — wit…
How Seed4J Validates Compatibility
Today, developing a system usually means working with several frameworks and technologies. Even when you already know a technology well, a question…
Automate Flutter Releases with Shorebird + GitHub Actions (Skip App Store Review)
A real pain point for mobile apps is waiting days or weeks for App Store and Play Store reviews whenever you need to ship a fix or a small update to…
Building a "Fail-Closed" Zero-Trust CI/CD Protocol: A Personal Open-Source Experiment
Hello, Dev community! 👋 I am Anjo Machina (安城巻那), a QA engineer based in Japan. I want to share an open-source project I have been building. It is a…
Building a Bulletproof Python CI Pipeline with GitHub Actions, DevPod & Mise (+ the Real-World Bugs We Squashed Along the Way)
A complete guide to building reproducible, containerized Python CI pipelines using DevPod, Mise, Ruff, pytest, and GitHub Actions—featuring hard-won…
# The CI/CD Pipeline That Was Lying to Us: A Deploy Debugging Story
I had a GitHub Actions workflow called Deploy to DigitalOcean . It had been sitting in the repo for weeks, fully wired up — SSH action, secrets refe…
field-cage: a local-first alternative for GitHub Actions egress control
I built field-cage , an MIT-licensed eBPF agent that monitors and restricts outbound connections from Linux GitHub Actions runners. It overlaps with…
Meet AntigravityCI: The Autonomous AI PR Assistant Powered by Google Gemini 🤖✨
Hey developers! 👋 I want to introduce you to AntigravityCI , an open-source project I built to eliminate the friction of switching context during co…
I looked at the GitHub Actions bill and built a CI + security base at home
In late June 2026, my org's GitHub Actions stopped at the billing cap. Every PR (pull request) CI (continuous integration; a system that runs tests…
GitHub Doesn't Get “Hacked” the Way You Think
There is a dangerous misconception in software security: “If someone hacked GitHub, they must have broken through GitHub's login page.” Usually, tha…
Taming a 40-Minute Lean CI: Three Rounds, Three Wrong Suspects
Our Lean 4 + mathlib project used to spend 41 minutes in CI on every single PR. Today, the worst case — rebuilding the heaviest files from scratch —…
My 06:30 cron has never once started at 06:30
I keep a public repo whose only job is to watch how GitHub Actions treats schedule: triggers. 18 workflows, a few deliberately pathological. The num…
Securing Your Terraform Infrastructure with Checkov and GitHub Actions
Infrastructure as Code (IaC) has revolutionized how we provision and manage cloud resources. Tools like Terraform, Pulumi, and OpenTofu allow us to…
I scanned 35 popular repos' GitHub Actions. Here's what's broken.
The 2026 pricing changes got me curious how the projects I actually use run their CI. So I scanned 35 well-known open-source repos (vite, next.js, p…
I scanned 35 popular repos' GitHub Actions. Here's what's broken.
The 2026 pricing changes got me curious how the projects I actually use run their CI. So I scanned 35 well-known open-source repos (vite, next.js, p…
What I learned adding diagram and chart slides to a CI-rendered YouTube pipeline
The conclusion first: pre-rendering diagrams and charts to PNG before compositing them onto slides — rather than generating visual content inline or…
Never forget to enter the Stern Grove lottery again!
It's summer in San Francisco, which means that every week I forget to enter the lottery for the free Stern Grove Music Festival . Solution? I did wh…
Retry Logic and Tiered Alerting in GitHub Actions
🛠️ Pipelines in the Wild #2 Byte Size Summary Most pipeline failures are transient — a registry returning a 503, a smoke test catching a slow cold s…
Retry Logic and Tiered Alerting in GitHub Actions
🛠️ Pipelines in the Wild #2 Byte Size Summary Most pipeline failures are transient — a registry returning a 503, a smoke test catching a slow cold s…
Tag release pipelines without a 400-line GitHub Actions workflow
You push v1.2.3 and expect a predictable sequence: tests pass → version is resolved → GitHub Release is created . In practice, teams usually pick on…
Automating Code Reviews with GitHub Actions and OpenAI
Manual code reviews are a bottleneck in fast-moving development teams. Automating initial feedback loops ensures consistency and allows human review…
Architecture as a Cost Lever: Cutting Build Times by Splitting a KMP Monolith
Build time is a tax you pay twice: once on every engineer's attention each time they wait, and again on the CI bill every time a pipeline rebuilds t…