Software Engineer — AI-Native Full Stack

Specifications:

• Write behavioral specs, architectural constraints, and feature requirements that agents implement against.
• Tighten specs when agent output misses the mark by being more precise about what correct means.

Harness:

• Build structural tests that enforce architectural boundaries.
• Create linting rules where every failure message teaches the agent what went wrong.
• Develop CI gates that reject drift and structured knowledge bases agents can navigate.

Validation:

• Agents write code and tests; you verify features work from the user's perspective under real deployment conditions.
• Define scenarios and acceptance criteria; build end-to-end checks and behavioral verification.
• Diagnose failures to determine whether the issue is in the spec, harness, or agent implementation.

Architecture and Operations:

• Design modular abstractions with clean interfaces across cloud and on-premises environments.
• Own production systems used by energy companies in regulated environments with real consequences.
• Prioritize reliability, observability, and graceful degradation.