Looks like my GitHub Action agilecustoms/release just got its first adopters! Yey 🎉 https://lnkd.in/e-bRTPWz A quick recap — this GitHub Action is for releasing software. Not building. Not deploying. And that’s exactly its strength. Build steps vary wildly, deployment processes differ everywhere… but every piece of software needs a version and a place to store its binaries Here’s what a typical CI pipeline looks like: - install dependencies - lint - test - package - generate a version and persist it durably in an artifact store ⟵ that’s where I come in! In the microservices world, a single system can produce multiple artifacts: binaries, Docker images, DB migration scripts, OpenAPI schemas, IaC templates — all often tied to a Git tag In every company I’ve worked for, enterprises keep reinventing this wheel — with random .sh or .py scripts to generate versions, authenticate with repos, and upload binaries Common pitfalls I’ve seen: - Versions always look like 1.234.0 — only the minor version ever changes - Long-lived, insecure credentials are the norm - Because release pipelines are so complex, teams often force everything into Docker images — even when a simple ZIP Lambda would be much easier I believe versioning, authentication, binary upload, and Git tagging are largely the same across projects (just with a few parameters) So if you adopt agilecustoms/release, you can reduce release management headaches, improve your security posture, and unlock more freedom for your teams! #GitHubActions #CICD #DevOps #ReleaseAutomation #SoftwareEngineering #DeveloperTools
Introducing agilecustoms/release: a GitHub Action for software releases
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GitHub Actions: The Hidden Goldmine of CI/CD If you're still thinking of GitHub as just a code repository, you're missing out on one of the most powerful tools in modern DevOps: GitHub Actions. Think of it as your 24/7 automation partner. While you’re sleeping 😴, GitHub Actions can: 🔁 Run your tests 📦 Build your applications 🚀 Deploy your code 📩 Send updates via Slack, Email, or any platform you love — thanks to integrations with tools like N8N and Zapier, Make The real power lies in triggers — tiny, magical events like: ✅ Push to a branch 🔁 Merge a PR ⏰ Scheduled times (cron jobs) 📥 Webhooks from external apps 📝 Even manual triggers with workflow_dispatch You can set up multi-step workflows that span environments, run conditionally, and scale with your team — all defined as code, version-controlled, and reproducible. Whether you're a solo dev or part of a global team, GitHub Actions can drastically reduce manual work and accelerate delivery. And the best part? It’s built right into your repo. 🛠️ Automate smarter. Ship faster. Sleep better. 💬 Have you unlocked the full potential of GitHub Actions in your workflows? #DevOps #GitHubActions #CI_CD #Automation #DeveloperTools #N8N #Zapier #Productivity #TechTips
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🚀 Automate Your Deployments with GitHub Actions + Vercel Manual deployments slow teams down. In modern DevOps culture, automation is not a luxury — it’s a necessity. That’s where GitHub Actions CI/CD comes in. With a few lines of YAML, you can automate your entire deployment pipeline — from code commit to live production build. Here’s a real-world example for a Next.js app deployed on Vercel 👇 name: CI/CD to Vercel (Next.js) on: push: branches: - main jobs: deploy: runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 - uses: actions/setup-node@v4 with: node-version: 20 - run: npm ci - run: npm run build - run: | npm install -g vercel vercel pull --yes --environment=production --token=$VERCEL_TOKEN vercel build --prod --token=$VERCEL_TOKEN vercel deploy --prebuilt --prod --token=$VERCEL_TOKEN env: VERCEL_TOKEN: ${{ secrets.VERCEL_TOKEN }} 💡 Pro Tip: Use vercel build + vercel deploy --prebuilt to ship precompiled builds — reducing deployment time and ensuring consistency across environments. 🧩 Why It Matters: ✅ Zero-click production deployments ✅ Faster delivery cycles ✅ Full CI/CD visibility inside GitHub ✅ Seamless rollback capability ✅ Enterprise-grade reliability If you’re still deploying manually — it’s time to evolve your workflow. With GitHub Actions + Vercel, you commit → build → deploy automatically. Continuous Integration meets Continuous Confidence. #DevOps #GitHubActions #Nextjs #Vercel #CICD #Automation #WebDevelopment #CloudEngineering #TeamVelocity
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Day 18: Automating Releases- Connecting My CI/CD Pipeline with GitHub🚀 After building my CI/CD pipeline (shared on Day 17), I added a Release workflow to make deployments even smarter. Now, every successful deployment automatically creates a GitHub Release with all the details. Why Need Releases? 🤔 1. Track Versions - Know which version is running (v1.0.0, v1.1.0, etc.) 2. Easy Rollback - Go back to old version if new one breaks 3. Team Updates - Everyone knows when new version is released 4. Docker Tags - Know exactly which Docker image to use 5. Professional Look - Makes your project look production-ready How It Works? ⚙️ Simple Flow: Day 17 → Build & Deploy → Save version info ↓ Day 18 → Read version info → Create Release The Process (5 Simple Steps): ✅ Step 1: Wait for Deploy - Waits for Day 17 workflow to finish - Only runs if deploy was successful ✅ Step 2: Download Data - Gets the artifact (version info) saved by Day 17 - Downloads it as a zip file ✅ Step 3: Read Version Info - Opens the zip file - Reads version number, Docker image name, and tags ✅ Step 4: Prepare Data - Saves all info as variables to use later ✅ Step 5: Create Release - Makes a new GitHub release - Adds version number, Docker tags, and description - Links back to the build workflow What's in the Release? 📦 - Version Tag: v1.0.0 - Docker Images: All tags (latest, v1.0.0) - Description: What was deployed - Build Link: Link to see build details - Change Notes: What changed since last release Why This is Great? ✨ 1. Automatic - No manual work needed 2. Safe - Only releases after successful deploy 3. Connected - Deploy and release always match 4. History - See all past versions easily 5. No Mistakes - Computer does it, so no human errors 🔗 Project Link: https://lnkd.in/gp4WETj2 Every successful deploy now gets a proper release automatically! 🎯 #DevOps #CICD #GitHubActions #Docker #Automation #SoftwareEngineering #BackendDevelopment #NodeJS #CloudDeployment #DockerHub #ProductionReady #VPS #BuildAndDeploy #TechJourney #LearningInPublic #Day18 #Automation #ReleaseManagement
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🚀 GitHub Actions: The Modern CI/CD Tool We Didn’t See Coming A few years ago, CI/CD meant one name for most teams: Jenkins. Powerful, mature, endlessly customizable — but heavy to maintain and not exactly cloud-native. Then GitHub quietly introduced GitHub Actions, and things started shifting. At first, it felt simple… maybe too simple. Not as flexible as Jenkins. Not as mature. Not loaded with complex plugins. But with time, I realized something: ➡️ It’s built where developers already live — inside GitHub. ➡️ It’s fully cloud-managed — no servers, no plugins, no patching. ➡️ It integrates natively with cloud platforms, containers, security scans, and infrastructure workflows. ➡️ It scales without the operational overhead. Suddenly, writing workflows felt natural. Automations became cleaner. CI/CD was closer to the code, closer to the developer, and easier to standardize across teams. Is GitHub Actions as flexible as Jenkins? Not yet. Is it as mature as a decades-old CI/CD ecosystem? Probably not. But it’s doing something equally important: It’s redefining CI/CD for the cloud-native era. Fast pipelines, built-in security, seamless integrations, and a growing marketplace — all in a single platform. For many modern teams, GitHub Actions isn’t just “another CI/CD tool.” It’s becoming the default one. The future of DevOps is moving closer to the codebase — and GitHub Actions is leading that shift. 🚀 #GitHubActions #CICD #DevOps #CloudNative #Automation #SoftwareEngineering #GitHub #ModernDevOps #TechTrends
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𝗧𝗶𝗻𝘆 𝗖𝗵𝗮𝗻𝗴𝗲, 𝗕𝗶𝗴 𝗜𝗺𝗽𝗮𝗰𝘁 𝗶𝗻 𝗖𝗜/𝗖𝗗 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲 🚀 Today, I made a small but critical improvement to my GitHub Actions workflow a great reminder that even one line of YAML can make your automation easy and smooth... 🔧 𝗪𝗵𝗮𝘁 𝘄𝗮𝘀 𝘁𝗵𝗲 𝗖𝗵𝗮𝗻𝗴𝗲? I tightened the workflow triggers to run only when relevant files change, cutting down unnecessary pipeline runs. And I added this small but impactful line: 𝘧𝘦𝘵𝘤𝘩-𝘥𝘦𝘱𝘵𝘩: 0 to my actions/checkout step, ensuring the full Git commit history is fetched during each run. 💡 𝗪𝗵𝘆 𝗧𝗵𝗶𝘀 𝗠𝗮𝘁𝘁𝗲𝗿𝘀 By default, GitHub Actions performs a shallow clone fetching only the latest commit. That means there’s no HEAD^ (previous commit) available, which breaks commands like: 𝘨𝘪𝘵 𝘥𝘪𝘧𝘧 𝘏𝘌𝘈𝘋^ 𝘏𝘌𝘈𝘋 or any workflow logic that compares the current commit with its parent. With fetch-depth: 0, we now get the complete Git history, enabling accurate diffs, changelogs, and versioning logic across our pipeline 🧠 𝗞𝗲𝘆 𝗧𝗮𝗸𝗲𝗮𝘄𝗮𝘆 Improving a CI/CD pipeline isn’t always about big refactors or something crazy, sometimes it is about understanding how your tools behave under the hood. One line, one insight, and you’ve just made your automation faster, leaner, and smarter! #DevOps #GitHubActions #CI/CD #Automation #SoftwareEngineering #GitTips #ContinuousIntegration #ContinuousDeployment #YAML #CloudNative #PlatformEngineering #DeveloperExperience #InfraAsCode #PipelineOptimization #BuildAutomation #EngineeringExcellence #TechLeadership #UAE #FeynmanLearns #LearningByDoing
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Everyone's using Jira for workflow automation, but GitHub Issues just became your new command center 🎯 Here's what most devs are missing: **IssueOps** → What it does: Turns GitHub Issues into an automation powerhouse for CI/CD, approvals, and deployments → Why it's a game-changer: Event-driven workflows triggered by comments, labels, and issue states—no context switching → Built-in audit trail: Every action logged in the issue timeline (compliance teams will love you) The genius part? It uses finite-state machines to manage workflows: • Issue opened → Validated → Submitted → Approved/Denied → Processed • Guards prevent unauthorized transitions • Actions execute automatically on state changes Real use case from the article: Automated team membership requests with approval workflows—all managed through issue comments like `.approve` and `.deny` **The toolkit:** ▸ GitHub Actions for triggers ▸ Issue forms for structured input ▸ Custom validators for data verification ▸ GitHub Apps for cross-repo permissions **Why this matters:** You're already in GitHub. Why jump to Slack for approvals or external tools for deployments? IssueOps keeps everything transparent, auditable, and version-controlled. Start small: Automate bug triage or deployment approvals, then scale up.... Bookmark this before your team discovers it 📌 What workflow are you automating first? 📖 Read full article: https://lnkd.in/g3Vw5B5v #GitHub #DevOps #CICD #Automation #GitHubActions #DeveloperTools #SoftwareEngineering #IssueOps
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🔥 Git Tags — The Hidden Power Behind Safe Rollbacks in Production! Ever deployed something that broke production? 😅 Don’t panic — if your team uses Git tags smartly, rolling back is just a command away! In real DevOps pipelines, Git tags act like “restore points” for your production releases. They help you track what exact version was deployed, automate rollbacks, and maintain clean release histories. Here’s how top teams use them 👇 🔹 1. Tag every release build Before deploying to prod, create a lightweight or annotated tag: git tag -a v2.3.0 -m "Production release v2.3.0" git push origin v2.3.0 🔹 2. Link Git tags to your CI/CD pipeline Your Jenkins or GitHub Actions can auto-deploy when a tag is pushed: on: push: tags: - 'v*' 🔹 3. Rollback instantly If something goes wrong: git checkout v2.2.0 Redeploy that stable version — no guesswork, no chaos. 🔹 4. Track rollback history Tags + release notes = versioned documentation for audits. ✨ Pro Tip: Use Semantic Versioning (v1.2.3) for clarity — makes tracking easier across builds and environments. In production, Git tags = version control + deployment safety 💪 Next time something breaks, your tag will save the day! #Git #DevOps #CI/CD #GitHub #Jenkins
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What Is a CI/CD Pipeline? A pipeline is an automated process that takes your code from development → testing → deployment. It ensures: ✔️ Faster releases ✔️ Fewer manual errors ✔️ Consistent builds ✔️ Smooth delivery to production In short, a pipeline helps teams ship high-quality software reliably and efficiently. 🔧 Jenkins vs GitHub Actions — Choosing the Right CI/CD Tool in 2025 As teams modernize their CI/CD workflows, one question keeps coming up: Should we use Jenkins or GitHub Actions? Both tools are powerful, but they each bring a different approach to CI/CD. ⚙️ 👉 Jenkins: The Classic Powerhouse Best for: Highly customizable, enterprise-grade workflows. ✔️ Extremely flexible ✔️ Huge plugin ecosystem ✔️ Works with any platform or repository ✔️ Complete control over infrastructure (self-hosted) Challenges: — Requires server setup and maintenance — Plugin updates can be time-consuming — Scaling needs more effort 🟦 👉 GitHub Actions: The Modern, Cloud-Native Choice Best for: Teams that want speed, simplicity, and GitHub integration. ✔️ No server management ✔️ Very easy setup with YAML workflows ✔️ Built directly into GitHub ✔️ Large marketplace of reusable actions ✔️ Faster onboarding for developers Challenges: — Works best only within GitHub — Costs can grow with heavy usage — Less control than self-hosted environments 📝 Final Thought There’s no universal “best tool.” It depends on your team’s needs: 🔹 Choose Jenkins for deep customization, on-prem control, and complex enterprise pipelines. 🔹 Choose GitHub Actions for simplicity, cloud automation, and fast CI with GitHub repos. In 2025, many organizations even combine both—using GitHub Actions for quick CI tasks and Jenkins for large, complex deployments. 💬 Which one do you prefer — Jenkins or GitHub Actions? Let me know your thoughts and experiences! #CICD #Pipeline #Jenkins #GitHubActions #SoftwareEngineering #Automation
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Automating My Frontend App Deployment Using Jenkins, Docker & GitHub Webhooks Over the past few days, I’ve been deep-diving into CI/CD pipelines—and today, I finally achieved a fully automated Docker image build and deployment using Jenkins integrated with GitHub Webhooks! Here’s what I accomplished. 🔹 Configured Jenkins Pipeline (Declarative) to build, tag, push, and deploy Docker images automatically. 🔹 Integrated Docker Hub using secure Jenkins credentials for seamless image uploads. 🔹 Implemented GitHub Webhooks so every new code push triggers an automatic build & container deployment. 🔹 Deployed the containerized app on my custom port using Docker—with clean stages like Build, Push, Stop Old Container, Run New Container, and Verify Deployment. 🔹 Debugged several syntax and credential issues—learned the importance of correct withCredentials usage and environment variable handling in Groovy. 💡 Key Takeaway: Understanding the automation flow between GitHub → Jenkins → Docker Hub → Server gives a real sense of DevOps power. Seeing your container spin up instantly after a commit is pure satisfaction! #Jenkins #DevOps #Docker #CICD #GitHub #Automation #LearningJourney #AniketGaud #SoftwareEngineering #TechJourney
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