This applies to any AI coding agent, not just Codex. Cursor, Claude Code, and Antigravity all follow the same approach. Stop asking it to write code from scratch. Provide it with the elements that help you focus on the problem you actually want to solve.
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Codex enhances engineers’ focus
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6/ The thread beneath all five. Codex isn’t used to write code faster. It’s used to handle the work that disrupts focus. Reading. Refactoring. Testing. Scaffolding. Background tasks.
The engineer stays in the flow. The agent takes care of the rest. -
Scaffolding a New Project with Codex
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4/ Scaffolding new work. The initial setup of folders, modules, and API stubs for a feature. The boilerplate phase. Engineers use Codex to generate runnable code in minutes, then begin the actual problem-solving work.
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Refactoring and Security with Codex
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2/ Refactoring across multiple files. Renaming a function used in 40 places. Migrating an API. Applying a security fix everywhere at once. The kind of work everyone avoids because doing it manually is brutal. Codex makes it easy.
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Reading unfamiliar code with AI assistance
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1/ Reading unfamiliar code. When engineers get pulled into a part of the codebase they have never touched, they point Codex at it first. For onboarding. For debugging. For incidents where you need to understand a system in minutes. This is the most common one in the report.
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Tapping Termius opens sites with Claude Code on VPS instantly
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Oh ok so it's super easy for me I just tap Termius and each of my sites is open with Claude Code open on the VPS instantly
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Composer 2.5 scores 62, price difference makes ‘slightly better’ not worth 60x
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Composer 2.5 scores 62 on the Artificial Analysis Coding Agent Index. The two models above it score 65 and 66. The price difference: $0.07 per task vs. $4–5. At some point "slightly better" stops being worth "60x more expensive," and most engineering teams crossed that point a
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Building a news dashboard with KroWork’s thought process
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1/ I finally tried building my own tool with KroWork to see if this "Chat-to-software" thing is as easy as they say.
— Chubby♨️ (@kimmonismus) 21 mai 2026
I asked the agent, Kro, for a news dashboard, and updating to the latest version lets you see the full KroWork thought process mapping out the system logic. It… pic.twitter.com/vC6LPMym2D1/ I finally tried building my own tool with KroWork to see if this "Chat-to-software" thing is as easy as they say. I asked the agent, Kro, for a news dashboard, and updating to the latest version lets you see the full KroWork thought process mapping out the system logic. It
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Claude Code affiche l’utilisation des tokens
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In the next version of Claude Code: run /usage to see a breakdown of which Skills, Agents, MCPs, and Plugins are using your tokens CLI today, coming to Desktop next
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Introducing LoRAs for Krea 2: Powerful AI Fine-Tuning System
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introducing LoRAs for Krea 2 (beta).
— Krea (@krea_ai) 21 mai 2026
our most powerful fine-tuning system to date; now you can train Krea 2 on a your own specific style, object, or character with incredible precision.
learn how it works 👇 pic.twitter.com/pbsuw43pMvintroducing LoRAs for Krea 2 (beta). our most powerful fine-tuning system to date; now you can train Krea 2 on a your own specific style, object, or character with incredible precision. learn how it works