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By Noah Ogbi

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  1. Home
  2. ›Topics
  3. ›Coding & DevTools

Coding & DevTools

No. 4

The AI Coding Tool Wars: Overview of Cursor, Windsurf, Claude Code, and Codex

Mar 14, 2026
AI Research·Noah Ogbi·13 minMar 14

Cursor, Windsurf, Claude Code, and OpenAI Codex each make a different bet about where AI intelligence should live in a developer's workflow. A primary-source review of all four tools - their architectures, pricing structures, and honest trade-offs - in a market moving faster than most roundups can track.


No. 3

Anything AI: A Capable Contender in the Crowded Vibe-Coding Arena

Mar 6, 2026
AI Research·Noah Ogbi·4 minMar 6

Anything.com — rebranded from Create.xyz — promises to take a natural-language prompt all the way to a live, deployed application. With $8.5 million in funding and a vertically integrated stack, it makes a strong case for the solo founder. But can it unseat Bolt, Lovable, or Cursor in their respective lanes?


No. 2

AI Now Writes Nearly One-Third of New Code on GitHub, Landmark Study Finds

Feb 26, 2026
AI Research·Noah Ogbi·4 minFeb 26

A study published in Science finds that AI now generates nearly 30% of new Python code on GitHub in the United States, up from just 5% in 2022. The gains are real - but they flow almost entirely to experienced developers, not junior ones.


No. 1

GPT-5.3 Codex vs. Claude Opus 4.6: Two Philosophies, One Problem

Feb 20, 2026
AI Research·Noah Ogbi·17 minFeb 20

OpenAI and Anthropic released their flagship AI coding agents on the same day in February 2026. Their system cards reveal two genuinely different engineering philosophies and safety postures - and a single shared problem neither has solved: how to deploy an autonomous AI agent responsibly when you cannot yet fully account for its behavior.


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