A tutorial on building a vendor-neutral evaluation harness for AI agents, covering outcome, trajectory, and control checks before production deployment.
Treating prompt changes like code deploys with eval gates to prevent silent failures in LLM-backed features.
Guide on securely integrating coding agents into CI/CD pipelines with sandboxing, read-only access, and human approval stages.
A curated daily reading list covering AI, cloud computing, DevOps, and tech industry trends for IT professionals.
Guide on automating Azure Data Factory deployments using CI/CD pipelines with Azure DevOps.
Learn to set up continuous development with Claude Code on GitHub, automating feature implementation and pull request reviews via issues.
Guide to scanning AI skill repositories for security risks using NVIDIA SkillSpector integrated with GitHub Actions CI/CD.
Using AWS Lambda MicroVMs as custom GitHub Actions runners for faster builds and reduced latency.
Analysis of merge queue limitations under AI agent workloads, challenging Hashimoto's critique with a defense of serialization as coordination.
A tutorial on using k6 for load testing applications in 30 minutes, covering setup, key concepts, and practical steps.
Using Swift Subprocess 1.0 to write Xcode automation scripts with better output streaming, cancellation, and error handling.
How to improve AI agent feedback loops using custom linters to enforce coding standards automatically.
Xcode 27's Device Hub helps debug real-device bugs faster by capturing device state, diagnostics, and app data for reproduction.
Learn how ACR Tasks enables building and pushing container images to Azure Container Registry without Docker Desktop, a key topic for AI-200 certification.
Learn how to prevent unintentional breaking API changes in FastAPI apps using OpenAPI schema comparison and oasdiff in CI/CD.
Deep dive into Microsoft Fabric Deployment Pipelines for CI/CD, covering setup, deployment modes, rules, and best practices.
Daily reading list covering AI agents, MCP, Gemini Managed Agents, and the impact of AI on developer skills and productivity.
A curated reading list covering AI's impact on software engineering, CI/CD for coding agents, Google's Agent Executor, Go error handling, and tech trends.
![[notes] An Ice Cold Take on CI Config Systems](https://crawljobs-blogs-media.s3.us-east-1.amazonaws.com/alldevblogs/thumbs/article-3e73af907cbf-full-8d5c6ef6.webp)
Critique of YAML in CI/CD pipelines and exploration of alternative configuration systems like Pkl and Dhall.
A guide on shifting left in DevOps with automated checks before merging code to prevent bad code and ensure quality.
