According to Mohamed Afifi (@mohamede1945) on Twitter, adopting the agent-scripts configuration from @steipete’s repository and following detailed guidance from steipete.me has significantly accelerated OpenAI Codex performance. By restructuring tasks into smaller, telegraph-style prompts as described in the referenced post, previously time-consuming Codex operations that took 2-5 minutes now complete in under 1 minute. This practical optimization demonstrates a concrete AI workflow improvement, offering businesses and developers a competitive edge in AI-powered coding and automation tasks (Source: https://x.com/mohamede1945/status/2007844824934691260, https://steipete.me/posts/2025/shipping-at-inference-speed).

According to God of Prompt (@godofprompt), when users ask ChatGPT a complex question, the initial answer is often incomplete because the model does not challenge its own logic or search for gaps in reasoning (source: Twitter, Dec 18, 2025). Adopting a 'role reversal' approach—where the AI is prompted to critique its own response—significantly enhances answer quality by identifying logical gaps, unsupported assumptions, and reasoning flaws. This method presents a concrete business opportunity for companies developing AI-driven customer support, content generation, and decision-support tools, as it can improve response accuracy and user trust by systematically integrating self-critique prompting into AI workflows.