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Copilot Fusion is GA: 2 points off Opus 5.5 Max at half the cost, and your model picker is now an effort dial
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Copilot Fusion is GA: 2 points off Opus 5.5 Max at half the cost, and your model picker is now an effort dial

DEV Community: github·Piekwerk·about 4 hours ago
#VAtiV4PE
#devtogithub#technology#devto#dev#model

GitHub made Copilot Fusion generally available on October 28. The short version: when you pick Fusion...

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My API Was Returning Every User's Password Hash. I Didn't Notice for Weeks.
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My API Was Returning Every User's Password Hash. I Didn't Notice for Weeks.

DEV Community: fastapi·Anas Issath·about 4 hours ago
#t7W5V44q
#devtofastapi#devto#dev#response#model

Why a FastAPI endpoint happily sends back fields you never meant to expose, and the one line that filters them out.

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MCP Arabic Toolkit: High-Performance Arabic NLP Server for AI Agents
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MCP Arabic Toolkit: High-Performance Arabic NLP Server for AI Agents

DEV Community: nlp·Tarek Mohamed·about 5 hours ago
#xanL8sEr
#devtonlp#devto#dev#arabic#normalization

An official Model Context Protocol (MCP) server providing high-performance Arabic NLP, text normalization, diacritization, and dialect classification.

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Cut Your AI Agent Prompt Size by 75% Using a Fast Decision Model (Jev / decision-1)
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Cut Your AI Agent Prompt Size by 75% Using a Fast Decision Model (Jev / decision-1)

DEV Community: java·Vishal Shinde·about 4 hours ago
#rxUIkR7S
#devtojava#devto#dev#decision#skill

How to split a bloated AI agent prompt into modular skills and use a fast Decision Model to...

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Clearport: Giving the Ghost a Machine — Local AI on Android (#hf26challenge)
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Clearport: Giving the Ghost a Machine — Local AI on Android (#hf26challenge)

DEV Community: flutter·Muhammad Adamu Aliyu·about 11 hours ago
#OglwnP24
#devtoflutter#devto#dev#clearport#gemma

Clearport is an offline-first Android chat client and Termux CLI for local open-weight models like Gemma 3. Built for Hacktoberfest Week 4: Ghost in the Machine.

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Run your own model endpoint on a rented GPU with vLLM: your own API key, an SSH tunnel, and an optional LoRA adapter
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Run your own model endpoint on a rented GPU with vLLM: your own API key, an SSH tunnel, and an optional LoRA adapter

DEV Community: tutorial·CloudGPU·about 11 hours ago
#vJoJsign
#devtotutorial#devto#dev#adapter#instance

Serve a small model, and optionally your own LoRA adapter, from one rented GPU with vLLM: bind it to localhost, require your own API key, reach it through an SSH tunnel, call it from curl and Python, then destroy the instance.

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Second Voice: Facing the Conversations That Haunt You, with Gemma Running Offline on Your Phone
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Second Voice: Facing the Conversations That Haunt You, with Gemma Running Offline on Your Phone

DEV Community: reactnative·Thilagavathi·about 11 hours ago
#Ai8Tt6ib
#devtoreactnative#devto#dev#voice#model

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

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Spark-X2.6-4B DSpark Is Here: More Than 2x Average BF16 Inference Speed
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Spark-X2.6-4B DSpark Is Here: More Than 2x Average BF16 Inference Speed

DEV Community: opensource·SparkLLM·about 10 hours ago
#edHtM8NJ
#devtoopensource#devto#dev#model#target

DSpark for Spark-X2.6-4B is now available. Faster inference. More magic. 🪄 The published benchmarks...

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