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Anthropic Engineers Complete Million-Line Code Migrations in Days Using AI Agents, Slashing Costs from Years to Weekends

Anthropic Engineers Complete Million-Line Code Migrations in Days Using AI Agents, Slashing Costs from Years to Weekends

Jul 17, 2026
Claude

Anthropic engineers are using Claude Code and AI agents to complete massive code migrations in days, including a million-line Zig-to-Rust port finished in under two weeks, slashing what once took years and millions of dollars down to weekend-length projects costing as little as $165,000 in API tokens.

Mira Murati's Thinking Labs Launches 975B-Parameter Open-Weight AI Model Inkling Amid Fierce Competition From Chinese Labs

Mira Murati's Thinking Labs Launches 975B-Parameter Open-Weight AI Model Inkling Amid Fierce Competition From Chinese Labs

Jul 17, 2026
The Deep View

Mira Murati's Thinking Labs debuts Inkling, a massive 975-billion-parameter open-weight AI model capable of reasoning across text, images, and audio with a one-million token context window, but it immediately faces stiff competition from Chinese labs like Kimi, whose K3 model boasts 2.8 trillion parameters and already outperforms it on benchmarks.

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