Post updateshttps://paaatrick.com/https://paaatrick.com/2026-05-06-openai-codex-ai-native-engineering-team/https://paaatrick.com/2026-05-06-openai-codex-ai-native-engineering-team/AI Coding 的主战场正在从“帮工程师更快写代码”转向“帮助团队重新组织软件交付流程”。这篇文章结合 OpenAI Codex 团队实践，讨论 Delegate / Review / Own 这套新的工作模型。Wed, 06 May 2026 00:00:00 GMThttps://paaatrick.com/2026-04-05-harness-design-long-running-app-development/https://paaatrick.com/2026-04-05-harness-design-long-running-app-development/Anthropic 这篇 long-running application development harness 文章真正值得看的，不是多 agent 架构外形，而是它如何把评估、反馈和减法放回系统设计核心。Sun, 05 Apr 2026 00:00:00 GMThttps://paaatrick.com/2026-03-24-spec-coding/https://paaatrick.com/2026-03-24-spec-coding/复盘 Spec Coding 在强模型时代的收益变化：重流程曾经能约束模型，但在真实客户端研发中容易变成高成本文档负担。文章提出更轻的工作流：先共读需求、拆解任务、评审方案，再用 Plan Mode 执行和验收。Tue, 24 Mar 2026 00:00:00 GMThttps://paaatrick.com/2026-05-25-swe-ci-code-maintainability/https://paaatrick.com/2026-05-25-swe-ci-code-maintainability/很多编程榜单上的几分差距，放到真实持续开发任务里，可能会变成完全不同的工程体验。SWE-CI 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