Lockfile Strategies for Reproducible Builds Across Go and Rust Projects
Lockfile adoption varies wildly across ecosystems, but committing one is only half the battle.
Elise Cho
Build Stack Review
DAST vs SAST in Secure Software Development Lifecycles
SAST and DAST catch different vulnerabilities at different stages, so secure development needs both.
Dana Kovac
Platform Engineering vs SRE Scope and Responsibility Boundaries
Platform Engineering builds for developers; SRE ensures production stays reliable for users.
Ravi Petrova
Canary Deployment Rollout Strategies in Kubernetes
Kubernetes needs extra tools to safely route traffic percentages to new versions.
Elise Cho
Trunk-Based Development With Feature Flag Gating
Feature flags let teams ship incomplete code safely by decoupling deployment from release.
Dana Kovac
FISMA Software Supply Chain Controls for Federal DevOps Teams
FISMA supply chain controls now scrutinize DevOps pipelines annually.
Kwame Bauer
Jenkins Build Trigger Configuration for Environment-Sensitive Pipelines
Trigger configuration silently determines which environment state your pipeline actually tests.
Dana Kovac
SBOM and Provenance Tracking for AI-Generated Code Dependencies
AI agents flood codebases with undocumented dependencies faster than SBOMs can track them.
Kwame Bauer
Multi-Agent Workflow Orchestration in Local Development
Fix your environment first, or multi-agent orchestration will fail.
Ravi Petrova
MCP Server Versioning and Environment Compatibility
Protocol and server versions must move as one locked unit in production.
Elise Cho
Evaluating AI Coding Agent Frameworks for Environment Compatibility
Framework choice matters less than whether the agent can drift its own environment.
Dana Kovac
approaches to managing CUDA and GPU dependencies across AI development environments
Reproducibility requires systematically managing CUDA dependencies from day one.
Kwame Bauer