Dope Links 2026.07

In-House LLM Serving at Netflix

Netflix is using local LLMs. This article explains what it takes to be independent.

In-House LLM Serving at Netflix
By AI Platform’s Model Runtime team and Inference team

Claude Code Is Steganographically Marking Requests

Anthropic is cleverly changing the Claude responses based on your location.

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Benchmarking Coding Agents on Databricks’ Multi-Million Line Codebase

Databricks explains how it built an internal benchmark based on real engineering tasks from its multi-million-line production codebase to evaluate AI coding agents.

Benchmarking Coding Agents on Databricks’ Multi-Million Line Codebase
Databricks shares results from its internal coding benchmark, evaluating coding agents on a multi-million line codebase to optimize engineering cost and performance.

entire.io

A "GitHub" designed for an age of AI programming.

Entire · A new developer platform is coming
Entire is a fast, distributed, Git-compatible network for mirroring GitHub repositories so agents can clone fast without hitting origin rate limits.

GitFut

Your GitHub stats, turned into a World-Cup-style player card rated out of 99.

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