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Fresh from the local-AI world: releases, price shifts, and what they mean for solo operators.

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The Free Local AI Stack Audit

A complete walkthrough of every component in the local AI stack, from SearXNG search to Qdrant vector storage, plus the cost math: zero monthly fees, one-time hardware cost, full data sovereignty.

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Open source

The Marketing OS that is actually open

14 agent role charters, guardrails included, MIT licensed. Built in response to the viral “we open-sourced our marketing team” posts that shipped zero public files.

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Local AI Stack Update: Unsloth, ComfyUI, and Ollama

Three releases this week impact local workflows: Unsloth adds support for Qwen3.8 and DeepSeek-V4, ComfyUI fixes nested latent sampling, and Ollama improves image transcoding.

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