FAQ: Five Myths About Free Models on Free Servers

说明与用途

开发者常误以为免费模型在免费服务器上提供可靠、持久和安全的环境。作者演示如何捕获收据、验证持久性、保护秘密，并在 CI 集成前本地重放。

问题

Developers assume free models on free servers provide reliable, persistent, and secure environments, but evidence shows they lack proper ops, persistence, and security.

结果

By capturing receipts, verifying disk state, protecting secrets, and replaying commands locally, developers can confidently use free servers for scratch work while ensuring artifacts are owned, reproducible, and secure.

工作流

• 1. Run helper script to capture receipt (exit code, hash, host, git head).
• 2. Verify file existence and git diff to confirm persistence.
• 3. Copy receipt to a trusted machine for ownership.
• 4. Scan repository for secrets before agent runs.
• 5. Pin tool versions and replay commands locally to confirm reproducibility.
• 6. Use the receipt and verified artifacts in CI pipelines.

证据

I keep three columns for every repeated claim. They are claim, check, and corrected mental model.

来源

If I cannot name the interpreter, I distrust the green. If I cannot replay without the model, I distrust the green.

来源