# Indicators for local development
<a name="indicators-for-local-development"></a>

Enhance developer experience by modernizing the local development workflow. This allows developers to work in production-like environments dedicated to development activities while reducing early-stage bugs and promoting higher-quality code.

**Topics**
+ [[DL.LD.1] Establish development environments for local development](dl.ld.1-establish-development-environments-for-local-development.md)
+ [[DL.LD.2] Consistently provision local environments](dl.ld.2-consistently-provision-local-environments.md)
+ [[DL.LD.3] Commit local changes early and often](dl.ld.3-commit-local-changes-early-and-often.md)
+ [[DL.LD.4] Enforce security checks before commit](dl.ld.4-enforce-security-checks-before-commit.md)
+ [[DL.LD.5] Enforce coding standards before commit](dl.ld.5-enforce-coding-standards-before-commit.md)
+ [[DL.LD.6] Leverage extensible development tools](dl.ld.6-leverage-extensible-development-tools.md)
+ [[DL.LD.7] Establish sandbox environments with spend limits](dl.ld.7-establish-sandbox-environments-with-spend-limits.md)
+ [[DL.LD.8] Generate mock datasets for local development](dl.ld.8-generate-mock-datasets-for-local-development.md)
+ [[DL.LD.9] Share tool configurations](dl.ld.9-share-tool-configurations.md)
+ [[DL.LD.10] Manage unused development environments](dl.ld.10-manage-unused-development-environments.md)
+ [[DL.LD.11] Implement smart code completion with machine-learning](dl.ld.11-implement-smart-code-completion-with-machine-learning.md)