DevTech Deep Dive

Pipeline Trigger Configurations

• 🔥 Triggers in Azure Pipelines: Learn about how you can specify CI, scheduled, gated, and other triggers in...

Azure Pipelines documentation outlines how to configure CI, scheduled, gated, and other triggers for automated workflow execution. This provides the foundation for reliable pipeline orchestration in DevOps environments.

A new Docker CLI plugin lets developers view and create SBOMs for images using Syft directly from the command line. This simplifies getting started with software bill of materials in container workflows.

Scanning, signing, and skill cards integrate to make AI agent skills easier to review and safer to deploy.

CI/CD Pipeline Architecture

• 🔥 Separate PR, Main, and Release Pipelines: The Android CI/CD video demonstrates splitting pipelines so PR checks...

• Evidence is signed at birth over stable inputs (intent, contract, outcome) rather than volatile raw values, producing a replay hash that recomputes...

Artifact Signing is a Microsoft fully managed, end-to-end certificate signing service that streamlines secure artifact workflows. The quickstart walks...

Attackers hit 317 packages by targeting CI environments.

• Payload exchanges GitHub Actions OIDC tokens for npm publish tokens
• Artifacts signed via...

Separate pipeline responsibilities to match real Android team workflows instead of one monolithic script.

• PR checks run only lint, unit tests, and...

CI/CD Security and Automation

• 🔥 AWS Lambda Code Signing: This solution creates a comprehensive code signing pipeline that automatically signs...

This demo walks through a complete post-ETL ML pipeline running on Kubernetes, using the same cluster for training and serving.

• Data validation...

Anchore's open-source Syft tool makes generating SBOMs for JavaScript projects surprisingly easy.

This solution builds a comprehensive code signing pipeline that automatically signs Lambda deployment packages and enforces signature validation at runtime.

AWS Pipeline Hardening

• 🔥 CodeBuild Test Action: This procedure shows you how to add a test action inside of a test stage between the Source and...

The Gemini Enterprise Agent Platform supports agent-driven pipeline analysis through these core capabilities:

• Visualize and analyze pipeline...

Enterprise teams are embedding SBOM generation directly into Docker image creation and CI/CD pipelines for transitive dependency oversight.

• Docker...

Insert a test stage with CodeBuild actions between Source and Beta to enforce CI/CD quality gates directly in the console workflow. This placement catches issues early before beta deployment.

This tutorial walks through live canary deployments for WebSocket APIs using AWS SAM combined with Lambda Durable Functions in a real-world serverless setup. Readers gain a practical deployment pattern that balances updates with minimal disruption.

Declarative Docker Builds

• 🔥 Docker Bake in Practice: A practical guide to Docker Bake: declarative HCL, parallel multi-image builds, and Google...

Bridge CLI serves as a flexible alternative to the Black Duck Security Scan Template, allowing direct download and execution inside GitLab CI/CD pipelines.