Show HN: GitHub Actions for AgentsHi everyone,I really dislike the fix, commit, and wait loop that is involved with CI. I decided to fix that by shortening the loop. I did that by mocking the GH Actions control pane: the runner is the official GH runner, but the API is a mock.What you get is caching in ~0 ms. Pause on failure. Let your agent fix it and retry, without pushing!It's easy for humans, but even easier to AI to validate that your actually going to pass CI - the result is that an agent won't tell you it's done if CI doesn't pass.https://github.com/redwoodjs/agent-ci
RIP GitHub Actions : Long Live Agentic Workflows in 2026GitHub is reshaping CI/CD pipeline management with the introduction of Agentic Workflows, as detailed by Better Stack. This approach integrates natural language programming and AI-driven ...
Show HN: CodeRocket Deploy – AI generates GitHub Actions workflows in 60 secondsHey HN,I built CodeRocket Deploy because I was tired of the CI/CD setup ritual every developer knows: search for a workflow template, copy YAML, tweak it, watch it fail, debug, repeat.What it does: - Install as a GitHub App - Analyzes your repo (package.json, requirements.txt, config files, etc.) - Detects language, framework, and deploy target automatically - Uses Claude to generate a workflow optimized for your specific stack - Creates a PR so you can review before mergingTechnical details: - Deep static analysis using GitHub's Contents API - 20+ framework detectors (Next.js, Django, FastAPI, Rails, Spring Boot, etc.) - Few-shot prompting with production-ready workflow examples - Fallback templates for edge cases - YAML validation with security scanning (no hardcoded secrets)Stack: Django + DRF backend, React + TypeScript frontend, PostgreSQL, Redis for Celery tasks.Free tier: 100 generations/month, 3 repos. No credit card.GitHub Marketplace: https://github.com/marketplace/coderocket
Full GitHub Actions environment variables listCompare one-off docker run commands with repeatable Compose configuration for single-container and multi-container applications. Follow practical Git commands for cloning a repository or initializing ...
Supply Chain Attacks Targeting GitHub Actions Increased in 2025Some of the most significant software supply chain incidents over the past year were carried out by threat actors who exploited vulnerabilities in GitHub, the global repository widely used by software ...
Compromised GitHub Action Highlights Risks in CI/CD Supply ChainsA monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Building and Deploying a .NET 9 App Using Azure, Bicep and GitHub Actions.NET 9 and its ASP.NET Core 9 web-dev framework are coming in November with the latest technology and tools for building modern web apps. And these days, that usually means leveraging the cloud and ...
IMAGEAsk HN: Career Plateau: Looking for Advice on How to Break ThroughHi HackerRank Community,Seeking advice on a potential career pivot and job change.My Profile: I have a Master's in System Security. My experience spans: Automation: Java, Selenium. DevOps: CI/CD (Jenkins, Azure Pipelines, GitHub Actions), scripting (Groovy, Shell), and some IaC (Terraform, Crossplane).Key Achievement: I recently developed and successfully monetized a small SaaS application using LLMs ("vibe coding").Currently in a Compliance role at a large enterprise.My Core Strength & Passion: I'm a fast learner, a strong problem-solver, and adept at connecting tools to deliver solutions. My real passion, however, lies in onboarding users to new solutions and helping them achieve maximum value based on their needs. I thrive on seeing others succeed with technology.The Challenge & My Question: While proficient across my DevOps skillset, I'm not a deep expert in specific cloud platforms (e.g., in-depth AWS/GCP/Azure setup), which many specialist roles around my domain seem to require.