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

Описание и применение

Внедрение наблюдаемости, детерминированных проверок и проверяемых тестов превращает быстрый, но ненадёжный процесс разработки с ИИ‑агентами в прозрачную и надёжную фабрику программного обеспечения.

Задача

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

Результат

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

Рабочий процесс

• 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.

Доказательства

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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