Use Cases

Curated entries for use-cases from the SMF Clearinghouse.

Code Review Agents

Agents that review diffs, catch bugs, enforce style, and explain reasoning before merge.

Agents and stacks that run entirely on your own hardware for privacy, compliance, and control.

Agents that read logs, trace errors, query telemetry, and suggest fixes for live issues.

Agents that search the web, summarize papers, extract data, and build knowledge bases.

Agents that audit code, check dependencies, review permissions, and enforce policy.

Agents that turn prompts and designs into working frontend code, components, and full pages.