🏗️ COMPLEXITY BADGE: ✅ STANDARD (Developer Tool)
Executive Summary: What is it?
Runtime Deployment means installing the application as a library or package using a language-specific manager (like Pip for Python, NPM for Node.js, or Composer for PHP).
CFO / Business Impact: What does it cost/risk?
High Maintenance Overhead.
- Specialized Skills: Requires developers or DevOps familiar with the specific language ecosystem.
- Stability Risks: High risk of "Dependency Hell," where version conflicts can destabilize the application.
Technical Reality: How does it work?
- Performance: Native language execution speed, standard for development workflows, and easy integration with existing codebases.
- Dependency Risk: High risk of "Dependency Hell." Conflicts between library versions can destabilize the application during updates.
- Strategic Verdict: Excellent for local development and data science. For production, we recommend wrapping runtimes in Docker for isolation.