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AI Nexus Daily — dev

67 articles

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dev

Building a Self-Hosted Photo Organizer with Face Recognition (Laravel + FastAPI + InsightFace)

I take a lot of photos. Like most people, I'd been dumping them into Google Photos for years, mostly for the face-grouping feature — that quiet magic where it just knows which photos have your kid, your friend, your dog in them. Then I started wondering: could I build that myself, on my own hardware

Dev.to·2d ago

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Upgrades don't have to be a blind trust exercise

I've been building Codenames AI as a solo project I want to keep alive. Renovate helps dependency upgrades move without maintenance eventually crushing momentum. You don't need my exact setup to follow along. Every project accumulates maintenance work. Framework upgrades are one place that work stal

Dev.to·2d ago

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Industrial Robot Data Acquisition: From Robot Cells to Cloud Systems

Industrial robot data acquisition sounds simple at first. Robustel EG5200 can sit in the site-side data layer, helping collect selected robot-cell data, prepare it locally where needed, and forward useful information toward cloud or monitoring systems. Robot monitoring is often reduced to a few stat

Dev.to·2d ago

dev

Is There a Claude Agent SDK for Ruby? Here's What to Use Instead

I went looking for a Ruby port of Anthropic's Claude Agent SDK this week, the thing that ships as pip install claude-agent-sdk for Python and npm install @anthropic-ai/claude-agent-sdk for TypeScript. There is no gem in that list: Ruby has no official Claude Agent SDK, and one isn't in the works as

Dev.to·2d ago

dev

What I learned about Astro 5 glob loader path resolution in a pnpm monorepo

Conclusion first: Astro 5's glob loader resolves relative base paths from process.cwd() at build time — not from the config file's location. When you build from a monorepo workspace root using pnpm --filter @seo-farm/oss-alternatives build, the working directory is the repository root, not apps/oss-

Dev.to·2d ago

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State of AI Agent Memory 2026: Where AI Memory is Heading

Note: This article is a high-level summary and interpretation of the "State of AI Agent Memory 2026" report by the Mem0 team. Rather than proposing a new memory architecture, the goal here is to explain the report's core ideas in an accessible way and explore why they matter for the future of adapti

Dev.to·2d ago

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GPT-5.6 Sol Admitted It Did Things Nobody Asked It To Do

OpenAI announced GPT-5.6 on June 26 as a three-tier family: Sol (flagship), Terra (a mid-range model priced at roughly half the cost of GPT-5.5), and Luna (the cheapest tier). The headline numbers are real. Sol Ultra hits 91.9% on Terminal-Bench 2.1, edging out Anthropic's Mythos 5 at 88.0%. Biology

Dev.to·2d ago

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What is AI Visibility? The Metric That Replaced Rankings in 2026

TL;DR: ChatGPT, Claude, and Perplexity name only 3-5 brands per answer. AI visibility measures how often yours is one of them -- across mention rate, sentiment, share of voice, and citation rate. GEO techniques can increase your citation rate by up to 40% (Princeton/IIT Delhi, ACM KDD 2024). T

Dev.to·2d ago

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