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Tool comparisons

Claude Code next to Cursor, Codex, and other AI coding tools: how they differ in the editor, the terminal, and day-to-day workflow.

Editorial still life on cream paper: a long ink thread with a terracotta middle runs through a lifted stack of blank project sheets, past an open manuscript beside a hand holding a sage pencil, and ends at closed sage journals, a card with one abstract branching mark, and a small glass vessel.

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What does Anthropic claim Fable 5.1 will take on?

Anthropic’s launch video says Fable 5.1 can take on more of the work people already assign it, and do the hardest parts of that work better, because of how it handles long multi-step tasks.

A long cream paper ribbon folds into two branches and carries a few small tools across an otherwise empty page, illustrating a million-token window that must hold many rounds of work.

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Why MiniMax Says Agents Need a Million-Token Window

Olive Song tells Thomas Wolf that MiniMax M3 is a bet on three things at once: coding and agent skill, a million-token context window, and vision. Her reason for the long window is specific.

Overhead still life of a drifting compass among scattered papers, with a slim playbook entering from the side.

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Why MCP tools still left LinkedIn’s coding agents lost

Ajay Prakash, a LinkedIn software engineer, told an AI Engineer audience why wiring Model Context Protocol (MCP) search, docs, and tickets into coding agents still stalled on slightly complex internal jobs.