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Auto-aggregated global tech articles · 1,088 posts

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AI & ML

Six open-source AI workflow kits you can actually inspect

Disclosure: Software Sausage is our product and publishes these recipes. The kits are free and MIT-licensed. AI tools helped draft and edit this article; the workflow status and evidence limits are stated below. Most AI workflow lists answer the easiest question: which tools can be placed next to e

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General

Eval-First RAG: Use Separate Scores to Triage Failures

An end-to-end RAG score can show that answer quality changed. By itself, it cannot tell you where to begin investigating. The evidence returned to the model may be wrong, or the model may have mishandled good evidence. One aggregate number hides that distinction and leaves retrieval, reranking, prom

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AI & ML

MCP for auth in 5 minutes: phone verification through your AI agent

Most AI coding tutorials stop at "ask the agent to write code". This one is about giving the agent a tool it can call, an MCP server, so it can send and verify one-time codes while you're still building. I work at MyOTP.App and this uses our server, so read it with that in mind. If you're on Claude

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AI & ML

Streamlit 1.63.0 Launches New UI Widgets and Performance Boost

Lead The popular open‑source data‑app framework Streamlit rolled out version 1.63.0 on September 1, 2026. The update brings a suite of new UI widgets, a 20 % speed improvement in the caching layer, and deeper integration with generative‑AI models. The release signals the project’s continued push t

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Backend

What Is an AI Harness? A Practical Guide with a Laravel CMS Example

An AI harness is a structured set of files, rules, skills, workflows, and project context that surrounds an AI coding agent. Instead of repeating the same instructions in every prompt, the harness gives the agent a consistent way of working across tasks and sessions. And that's the key idea: Pro

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DevOps

The ESP32 as a Home Lab Workhorse: 5 Jobs It Does Better Than a Pi

When you do not need a full Linux box. I have a drawer full of Raspberry Pis. Pi 3s, Pi 4s, a Pi 5 that runs hot enough to warm my office. I love them. But over the last two years, I have quietly replaced almost half of them with $7 ESP32s and I have not looked back. A Pi is a full Linux computer.

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