A Software Factory Is a Trust Problem More Than a Speed Problem

说明与用途

通过实施可观测性、确定性检查和可人工审查的测试，将快速但不透明的 AI 代理工作流程转变为透明且可靠的软件工厂。

问题

Agents can produce features quickly, but teams lack confidence that the output is correct and trustworthy.

结果

Implementing these practices transforms a fast but opaque agent workflow into a transparent, deterministic, and trustworthy software factory.

工作流

• 1. Ensure product observability with OpenTelemetry traces, metrics, and logs from day one.
• 2. Record factory observability: ticket comments, run reports, specs, or test videos.
• 3. Enforce deterministic checks: CI on first commit, linters, type checks, commit conventions, and static analysis (e.g., gitleaks, SonarCloud).
• 4. Keep architecture simple and changeable: avoid speculative design and lock‑in.
• 5. Use human‑reviewable tests: deterministic mocks, contract testing, and short test videos.
• 6. Maintain a strict chain of custody from ticket to verified change.

证据

An agent can produce a complete, tested, plausible feature in eleven minutes.

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It tells you what changed

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CI from the first commit.

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Testing you can review at human pace

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