3. Task Resolution
An engineer's job is not just to make the product work in perfect conditions. Their job is to ensure the product handles failure gracefully and reports exactly when and why it failed.
The Process
Agentic Execution
Use the locked AI Spec to prompt your coding assistant to generate boilerplate, business logic, and UI components.
Negative Path Automation
Code must include automated testing for both the Happy Path and the Negative Path — including when APIs fail, servers crash, or network conditions degrade.
Why: The real world is chaotic. We must engineer for failure, not just for success.
Mandatory Telemetry
Every new function and every external API call must include explicit error logging hooked into our automated stability dashboards.
Why: We cannot fix what we cannot measure.
Example
Emma is building the runtime wrapper for Strata. Her AI generates code to fetch design tokens from the remote CDN. Crucially, Emma adds a Negative Path test: what happens if the CDN goes down? She codes a fallback that loads the build-time tokens so the client's app doesn't crash, and adds a telemetry log to alert the team that the runtime sync failed.