7-step roadmap for Harness Engineering with AI coding agents
MaryamMiradi · x · 2026-08-20
With the rise of Claude Code, the engineering bottleneck shifts from writing code to controlling the AI. This post outlines a 7-step roadmap for "Harness Engineering":
- Mission Definition: Turn coding tasks into agent missions with clear goals and acceptance criteria.
- Standardize Quality: Document architecture rules and review criteria explicitly.
- Context Control: Engineer the context and prompts precisely; don't let the agent guess.
- Test-First: Define tests and benchmarks before code generation.
- Iterative Delivery: Break tasks into small, verifiable steps.
- Reviewer Agents: Deploy dedicated agents for code review.
- Guardrails: Implement safety and quality boundaries to prevent drift.
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