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Artificial Intelligence

From Cursor to Codex: One Developer's Real-World Take on the Shift from AI IDE to Super Agent

By 深小乐 ·
Read original on juejin.cn ↗ Google Translate ↗ Alt translation
Why it matters

This real-world comparison matters because it captures the moment AI coding tools are bifurcating into two distinct philosophies: the IDE-embedded assistant (Cursor) and the general-purpose agent (Codex). For Western developers evaluating which platform to bet on, this signals that the next frontier isn't better code completion — it's AI that can own entire workflows end-to-end, from design to deployment to browser automation.

Summary

A Chinese developer who used Cursor daily for a full year — from April 2025 to April 2026 — describes the experience as a paradigm shift from 'ancient programming.' Cursor's strength was staying close to the coding workflow: Tab completion, Cmd+K, Agent mode, and Plan Mode all lived inside the editor, letting the human set direction while AI handled the details. Over time, Cursor's understanding of complex business logic improved so much that the developer stopped asking colleagues and started asking Cursor directly. By February 2026, he built a complete WeChat mini-program with zero manual coding, despite having no prior experience.

Then in April 2026, his company switched from Cursor to OpenAI Codex, driven by Cursor's shift from fixed licensing to unpredictable usage-based pricing. The transition revealed a fundamentally different philosophy. Cursor felt like an IDE with AI bolted on; Codex feels like a general-purpose Agent that happens to include coding as one of its core capabilities. Codex updates nearly every two days and connects to external tools through simple built-in plugins, without complex configuration. It also supports Computer use and a new Chrome plugin for full browser automation.

The developer's bottom line: Cursor + Claude 4.7 still edges out Codex + GPT-5.5 for pure coding, but the gap is small and Codex is 'basically sufficient.' More importantly, Codex represents the next stage — an AI that isn't just a coding assistant but a true super-agent capable of end-to-end task execution across many domains.

Key takeaways
Cursor's strength was its tight integration with the coding workflow — Tab completion, Cmd+K, Agent, and Plan Mode all inside the editor.
Over a year of use, Cursor's understanding of complex business logic improved to the point where the developer stopped asking human colleagues and asked Cursor directly.
In February 2026, the developer built a complete WeChat mini-program with zero manual coding, despite having no prior WeChat development experience.
The company switched from Cursor to Codex in April 2026 because Cursor moved from fixed licensing to unpredictable usage-based pricing.
Codex feels like a general-purpose Agent rather than an IDE — it connects to external tools via simple built-in plugins without complex configuration.
Codex supports Computer use and a new Chrome plugin for full browser automation of workflows.
Cursor + Claude 4.7 still outperforms Codex + GPT-5.5 for pure coding ability, but the gap is small and Codex is 'basically sufficient.'
Codex has strong image capabilities inherited from GPT Image 2.
Our take

The shift from Cursor to Codex is not just a tool swap — it reflects a deeper industry pivot from 'AI as IDE enhancement' to 'AI as autonomous agent that happens to code.'

The developer's experience suggests that enterprise decisions about AI coding tools are increasingly driven by pricing predictability, not just raw coding performance.

Codex's rapid update cadence (every two days) and plugin-based architecture signal that the platform is aggressively targeting workflow automation beyond software development.

The fact that Cursor is now also pivoting toward an Agent-like interface validates that the industry consensus is moving away from the IDE-centric model.

The developer's ability to build a production mini-program with zero coding experience underscores how AI tools are collapsing the barrier between idea and implementation — but also raises questions about code quality and maintainability at scale.

Concepts & terms
Cursor
A third-party AI-powered IDE that integrates code completion, agent-based coding, and planning modes directly into the editor, supporting multiple AI models like Claude and GPT.
OpenAI Codex
OpenAI's AI agent platform that goes beyond coding to handle end-to-end tasks across multiple domains, connecting to external tools via built-in plugins and supporting browser automation.
Agent (AI context)
An AI system that can autonomously plan, execute, and iterate on complex multi-step tasks — as opposed to a simple assistant that responds to individual prompts.
Computer use
A capability that allows an AI agent to directly interact with a computer's graphical interface — clicking buttons, filling forms, navigating applications — to automate workflows.
Source: juejin.cn ↗ Google Translate ↗ Backup ↗