devops
13 articles tagged with "devops"
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The Death of Transient Memory: Engineering a Zero-Cost B2B LLM Edge Cluster
A functional local inference node is merely a prototype. An observable, stateful inference node is enterprise infrastructure. The current standard of wrapping quantized LLMs in basic FastAPI endpoints...
I Built a Nightly Pipeline That Deploys My App While I Sleep
Stack: Next.js 14 · Express.js · MySQL 8 · Docker · GitHub Actions · AWS EC2 · AWS ECR · AWS RDS · Route 53 · Nginx · Let's Encrypt I built a Job Application Tracker, a full-stack SPA with GitHub OAut...
Azure Weekly: Python Gets First-Class MCP Support, Custom Agents Hit Azure Boards
Azure Goes All-In on Python-Native AI Development This past week saw Azure make significant moves toward making AI agent development feel native in Python. The Azure MCP Server landed on PyPI, GitHu...
GitHub Weekly: Copilot Coding Agent Levels Up, Enterprise AI Gets Real Governance
GitHub Doubles Down on Agentic Workflows If you blinked this week, you missed five major updates to GitHub's agent ecosystem. Model selection for Copilot coding agent. Self-review before PRs. Built-...
The Best Postman Alternative: Apidog!
API development has evolved significantly over the last decade. Previously, developers could get by using a simple cURL command or a basic HTTP client to test endpoints. As systems grew into complex m...
I Built a Dead Link Checker That Runs in Your CI/CD Pipeline in Under a Second
Most dead link checkers are slow. They launch headless browsers, crawl pages for 30 seconds, and time out on large sites. That's fine for a one-off audit, but useless in a CI/CD pipeline where every s...
How AI Will Transform Remote Development and Team Collaboration
Remote work already changed where teams operate. AI is now changing how they operate. The next phase of distributed development won’t be about better video calls or faster messaging. It will be about...
Automating Custom Screenshots for NES Game Posts
When writing about retro games, screenshots make all the difference. But what do you do when Wikipedia doesn't have a good NES box art image, or MobyGames blocks your automated requests? I needed a wa...
Your Docker Registry Has 500 Unused Images Costing You Every Month 🐳
ECR charges per GB for every Docker image ever pushed. Here's how to auto-delete old images with Terraform lifecycle policies and reclaim 80% of that storage. tags: aws, terraform, docker, devops Qu...
Rapid Deployment of Spam Trap Avoidance in Kubernetes: A Security Researcher's Guide
In the fast-paced world of email deliverability, avoiding spam traps is crucial for maintaining sender reputation and ensuring message flow. Security researchers often face tight deadlines to implemen...
The Emotional UX of AI: What Developers Miss
Most AI products are evaluated on technical metrics. Accuracy. Those matter. But they don’t explain why some AI products feel trustworthy and others feel exhausting, even when the underlying intellige...
Why Technical Correctness Is Not Enough For Developers Anymore. Because an AI system can be statistically accurate and still fail emotionally.
The Emotional UX of AI: What Developers Miss Jaideep Parashar ・ Jan 25 #webdev #devops #programming #ai
Kubernetes v1.35: Extended Toleration Operators to Support Numeric Comparisons (Alpha)
Kubernetes v1.35 introduces Extended Toleration Operators, enabling numeric comparisons for taints and tolerations, which enhances scheduling flexibility. This feature allows for SLA-based placement and cost optimization by supporting greater than and less than operators for workload distribution.