Sep 14, 2026 · Artificial Intelligence

How to Write AGENTS.md Right: Lessons from OpenAI's GPT-6 Astra Spec

The author revises AGENTS.md for an e-commerce project based on OpenAI's GPT-6 Astra guidelines, clarifying repository targeting, config change triggers, test scope authority, and read-only output compression while adding explicit authorization and completion criteria.

AGENTS.mdAI AgentsGPT-6 Astra

0 likes · 15 min read

How to Write AGENTS.md Right: Lessons from OpenAI's GPT-6 Astra Spec

Continuous Delivery 2.0

Apr 6, 2022 · Fundamentals

How to Prevent Flaky Unit Tests by Managing Test Preconditions

Unstable test cases, caused by shared resources and unchecked assumptions, can mislead developers, hide real bugs, and lead to unfair blame, so this article explains why preconditions must be verified, demonstrates flaky test examples, and offers practical strategies such as resource cleanup, unique test resources, and mock file systems to achieve reliable testing.

Mockingflaky testssoftware testing

0 likes · 4 min read

How to Prevent Flaky Unit Tests by Managing Test Preconditions

test isolation

How to Write AGENTS.md Right: Lessons from OpenAI's GPT-6 Astra Spec

How to Prevent Flaky Unit Tests by Managing Test Preconditions