The reality of API documentation in 2025... Let's be honest: not every development team starts with perfect OpenAPI specs. Sometimes you inherit undocumented microservices. Sometimes you're moving so fast that documentation becomes secondary. Sometimes, the person who built that critical API left the company months ago. This is exactly why we built Blackbird's automatic spec generation from GitHub code. Instead of forcing teams to change their workflow, we meet developers where they are. Point us at your repository, and we'll generate the OpenAPI specs you need for collaboration, governance, and discovery. The result? Teams can keep moving fast while still getting the benefits of proper API documentation and centralized management. What's your biggest challenge with API documentation? Share your experiences below 👇 #APIs #TechnicalDebt #DevOps #SoftwareDevelopment #APIFirst
How Blackbird solves API documentation challenges
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💻 Every great delivery system starts with a clean dev experience. Docker isn’t just about containers — it’s about clarity. At NextLink Labs, we use Docker to help teams: 🔹 Eliminate config chaos between dev, test, and prod 🔹 Create onboarding that takes hours, not weeks 🔹 Build portable, testable environments that mirror reality 🔹 Empower developers to move fast without fighting infrastructure Because when your local environment works every time, your team does too. 📦 Want Docker to be more than a build tool? Let’s build a system around it. 👉 https://buff.ly/sNU9ajw #NextLinkLabs #Docker #Containers #DeveloperExperience #DevSecOps #PlatformEngineering #SoftwareDelivery #ModernInfrastructure #CI_CD #SecureSoftware
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🚀 From Chaos to Compose: How Docker Simplifies My Dev Life Ever felt like your local setup is a maze of dependencies and broken environments? That was me — until Docker Compose stepped in. With just one YAML file, I can: 🔹 Spin up my backend, database, and frontend in seconds. 🔹 Ensure teammates run the exact same stack. 🔹 Tear down everything with one simple command — docker compose down. 💡 Tip: Treat your docker-compose.yml like documentation — it tells your team exactly how your system runs. Whether you’re managing microservices or just testing locally, Docker Compose isn’t just a tool… It’s a superpower for developers. #Docker #DevOps #Containers #Microservices #CloudNative #DeveloperCommunity #BackendDevelopment #YAML #Automation #SoftwareEngineering
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✅ 𝗗𝗮𝘆 𝟰𝟵 : 𝗗𝗲𝗽𝗹𝗼𝘆 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝘄𝗶𝘁𝗵 𝗞𝘂𝗯𝗲𝗿𝗻𝗲𝘁𝗲𝘀 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁𝘀 #KodeKloud #𝟭𝟬𝟬𝗗𝗮𝘆𝘀𝗢𝗳𝗗𝗲𝘃𝗢𝗽𝘀 I worked on deploying applications using Kubernetes Deployments — a key concept in managing containerized applications at scale. 🐳☸️ 📌 𝗧𝗮𝘀𝗸: • Create a deployment named 𝗻𝗴𝗶𝗻𝘅 using the image 𝗻𝗴𝗶𝗻𝘅:𝗹𝗮𝘁𝗲𝘀𝘁. • Used 𝗸𝘂𝗯𝗲𝗰𝘁𝗹 to interact with the cluster and manage the deployment. 🔧 𝗖𝗼𝗺𝗺𝗮𝗻𝗱 𝘂𝘀𝗲𝗱: kubectl create deployment nginx --image=nginx:latest 🔑 𝗞𝗲𝘆 𝗧𝗮𝗸𝗲𝗮𝘄𝗮𝘆: Kubernetes Deployments allow you to declaratively manage application rollouts, scaling, and self-healing — making container orchestration reliable and automated. 📁 GitHub for reference: https://lnkd.in/gfGGGcsE #DevOps #Kubernetes #KodeKloud #100DaysOfCloud #Docker #CKA #CloudNative #LearningInPublic #GitHub
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Are you struggling with the complexity of managing Kubernetes clusters? 🤷♂️ Using multiple tools for deployments, troubleshooting, and GitOps can be a real pain. In my latest project, I explore how Portainer can simplify this entire process by providing a single, intuitive platform to manage your K8s environment. What we cover: → A complete, end-to-end GitOps project from zero to hero. → Building a real-world URL shortener microservice application and deploying it on Kubernetes. → Implementing a full GitOps pipeline using Portainer. → Connecting Portainer to a Git repository as the single source of truth. → Automatically deploying updates by simply pushing a commit. → Managing deployments, troubleshooting, and secrets through a clean UI. This is a practical guide for anyone looking to streamline their Kubernetes workflow. Check out the full hands-on project to see how it all comes together! Watch the full tutorial on my channel - link in the comments below #Kubernetes #GitOps #Portainer #DevOps #CloudNative
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For those new to Docker, think of Docker Hub as GitHub for Docker images. When a container starts, it pulls the image—complete with dependencies, the application, and necessary packages—from Docker Hub. This image is then copied to the machine initiating the start. To fully manage containers, remember that stopping a container doesn't remove it; a separate removal command is needed. #Docker #containers #DockerHub #DevOps #technology
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GitHub's deprecating offset-based pagination for the Dependabot Alerts API! For anyone relying on that integration, it's a heads-up to review your code. Time to switch to cursor-based pagination for future-proofing those API calls. Always a fun little update task when platform APIs evolve. #DevOps #GitHubAPI
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🚀 Docker Hub made simple! Ever built a Docker image and wondered where to keep it? 🤔 Here’s how Docker Hub helps you store, share, and pull container images easily — just like GitHub for Docker! 💡 Build once. Share anywhere. 🌍 #Courxex #DockerHub #Docker #DevOps #CloudComputing #LearnWithCourxex #Containers #TechEducation
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🚀 Day 51 of #100DaysOfDevOps Today’s focus was on Kubernetes rolling updates a key feature that enables seamless application upgrades without downtime. The team had an nginx application running as a Deployment and introduced a new image nginx:1.17 with recent updates. My task was to roll out this new version safely. ✅ Requirement Deployment: nginx-deployment Update image to: nginx:1.17 Ensure all Pods are healthy after rollout 🔹 Commands Used Update the image: kubectl set image deployment/nginx-deployment nginx=nginx:1.17 Check rollout status: kubectl rollout status deployment/nginx-deployment Verify: kubectl describe deployment nginx-deployment | grep Image: kubectl get pods -l app=nginx ✅ Result The Deployment successfully rolled out the new version. Old Pods were replaced gradually with new ones running nginx:1.17, ensuring zero downtime. 💡 Key Learning Kubernetes Deployments make upgrades safe and reliable. Rolling updates replace Pods incrementally. Rollbacks are also possible if issues are detected (kubectl rollout undo). This makes it easier for teams to ship new features frequently while keeping applications highly available. #100DaysOfDevOps #Kubernetes #DevOps #Containers #Nginx #LearningInPublic
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𝐃𝐨𝐜𝐤𝐞𝐫: 𝐒𝐢𝐦𝐩𝐥𝐢𝐟𝐲𝐢𝐧𝐠 𝐌𝐮𝐥𝐭𝐢-𝐂𝐨𝐧𝐭𝐚𝐢𝐧𝐞𝐫 𝐀𝐩𝐩𝐬 After setting up containers manually, I started exploring 𝐃𝐨𝐜𝐤𝐞𝐫 𝐂𝐨𝐦𝐩𝐨𝐬𝐞 and it instantly made things easier. Instead of spinning up containers one by one, Compose lets you describe everything in a single YAML file, the app, the database, ports and dependencies. Now one command, `𝗱𝗼𝗰𝗸𝗲𝗿-𝗰𝗼𝗺𝗽𝗼𝘀𝗲 𝘂𝗽`, brings the entire stack to life. It’s one of those moments that shows how Docker fits into real DevOps workflows, clean, repeatable and efficient. #Docker #DevOps #DockerCompose #CoderCo
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🚀 Simplifying Multi-Container Applications with Docker Compose Managing multiple containers manually can get messy — that’s where Docker Compose comes in! 🧩 With a single docker-compose.yml file, you can define all your services (like backend, frontend, and database) and run them together using just one command: docker-compose up -d 💡 Why use Docker Compose? ✅ Manage multiple containers easily ✅ Simplify networking between services ✅ Define configurations in one YAML file ✅ Reproducible environments for development & testing Whether you’re running a small local project or preparing for CI/CD, Docker Compose helps you keep everything consistent and efficient. ⚙️ Special thanks to my mentor Shubham Londhe for his continuous guidance and inspiration. 🙌 #Docker #DevOps #Containerization #DockerCompose #Automation #Learning #TrainWithShubham #ShubhamLondhe
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