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As seen in: Meltwater, Blogarama
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Articles

The Codex Debugging Playbook: 20 Prompts for Systematic Bug Isolation, Root Cause Analysis, and Automated Fix Generation

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By Rollout strategy, Candidate Root Causes, Rollout Instructions
| Blogarama
Author: Markos Symeonides, ChatGPT AI Hub The Codex Debugging Playbook: 20 Prompts for Systematic Bug Isolation, Root Cause Analysis, and Automated Fix Generation Reliable debugging with large codebases requires repeatable procedures and precise instructions for the assistant. This article presents a practical, field-tested playbook of 20 prompts designed for OpenAI Codex-style agents that can read repositories, reason over execution traces, and generate validated patches.
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How we upgraded an old, 3PB large, Elasticsearch cluster without downtime. Part 7 - Final Architecture & Learnings

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By Johan Nilsson Hansen, Karl Neyvaldt, R. Emre Başar, Rollout strategy
| Meltwater
This is the 7th and final part of our blog post series on how we upgraded our Elasticsearch cluster without downtime and with minimal user impact. In this post, we will focus on several of the benefits we have seen after the upgrade and provide more details on how our architecture looks today.
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