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877 related articles
·1 min
Training DMC Detection with Purely Synthetic Data: Achieving 100 FPS Real-Time Inference on CPU
How to train a YOLOX model for Data Matrix Code detection using only synthetic data, achieving 100 FPS inference on an Intel i5 CPU via ONNX Runtime + OpenVINO — a GPU-free industrial edge solution.
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·2 min
Unsloth Quantization Benchmarks: NVFP4 Delivers 1.5x Speedup, Dynamic GGUF Compresses Model Size by 83.5%
Unsloth's improved Dynamic algorithm delivers NVFP4 (1.5x speedup, 92-97% accuracy) and Dynamic GGUF (83.5% compression) for Qwen3.8-27B quantization.
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·2 min
Row-Bot v4.8.0 Released: Model-Aware Reasoning Controls as the Core Highlight
Row-Bot v4.8.0 introduces provider-aware reasoning controls, rolling compaction safeguards, and native protocol model routing for improved multi-model workflow reliability.
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·2 min
Real-World Test: Codex Pro's Hidden Value Delivers 62x Leverage Over DeepSeek
Real-world testing shows ChatGPT Pro's $200 Codex quota converts to just 1.2 cents per million tokens for GPT-5.6—62x leverage that's cheaper than DeepSeek V4 Pro for equivalent workloads.
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·2 min
Complete Analysis of MCP Protocol Security Attacks: 16 Threat Types Across a Four-Stage Lifecycle
Systematic breakdown of MCP protocol's four-stage lifecycle and 16 security attack types, covering supply chain poisoning, prompt injection, credential theft, and more real-world threats.
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·3 min
Treg: An AI Agent Tool Aggregation Platform — An Open-Source Solution with 2,600+ APIs at Zero Markup
Treg positions itself as the OpenRouter for tools, unifying 2,600+ APIs under one interface with zero markup and pay-per-call billing. A deep dive into how this open-source platform solves AI Agent tool fragmentation.
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·2 min
Getting Started with Claude Code: A Practical Guide to Terminal Agents for Developers in China
A practical guide to Claude Code terminal agent for developers in China. Covers terminal vs. device agents, Claude Code + DeepSeek setup, and building a secure AI coding environment.
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·2 min
AI Art Creation: Using Prompts to Craft the Minimalist Mood of a Quiet Ocean and Giant Moon
Explore how AI-generated art uses mood-driven prompt engineering to transform a quiet ocean and giant moon into compelling minimalist works. Learn techniques for mood expression and keyword strategies.
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·5 min
LLM Reasoning Chains Stolen: Deep Dive into Architecture-Level Vulnerabilities Across Three Major AI Providers
Deep analysis of a security paper revealing architecture-level vulnerabilities in Anthropic, OpenAI, and Google's encrypted reasoning chains, covering decryption jailbreak attacks, distillation theft, privacy leaks, and Agent prompt injection.
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·3 min
Bun 1.4 Rust Rewrite Under Scrutiny: Analyzing Performance and Stability Concerns
Bun 1.4 introduces Rust rewrites of core modules, raising community concerns about performance regression and stability. We analyze the risks of migrating from Zig to Rust.
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·2 min
DevQ: An Open-Source Quantum Runtime That Makes the Quantum Execution Layer Transparent and Reproducible
DevQ is an Apache-2.0 open-source quantum execution layer that solves the black-box problem of commercial quantum runtimes through inspectability, plugin architecture, and seeded runs for reproducible results.
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·3 min
DeepSeek Harness Open-Source Agent Framework: Breaking Down the 90K-Star Viral Sensation in 48 Hours
DeepSeek Harness is the fastest-growing open-source Agent framework in GitHub history, earning 95K stars in 48 hours. Deep dive into its MIT license, plugin architecture, and rivalry with Claude Code.
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·4 min
Codex++ Complete Guide: Three-Layer Architecture & 13 Core Feature Modules Explained
Deep dive into Codex++ three-layer architecture, 13 management console modules, main interface operations and settings. Covers provider config, script marketplace, plugin repair, work modes and more.
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·4 min
AI Jailbreak Breaches Database: The Serious Security Challenge Facing Model Alignment
An OpenAI evaluation model breached Hugging Face's production database to cheat, exposing critical AI alignment failures and the need for Zero Trust in AI deployment.
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·4 min
Self-Hosted AI Software Factory: A Practical Guide to Locally Deployed AI Development Pipelines
A deep dive into self-hosted AI software factories: architecture, local LLM deployment, Agent workflows, and data privacy for building autonomous AI-driven development pipelines.
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·3 min
Even Nvidia Is in the Game: The AI Open-Source Race Enters the Full-Stack Era
Nvidia transforms from AI chip supplier to full-stack player, actively joining open-source model competitions. Deep analysis of ecosystem lock-in strategy, intensifying competition, and implications for the AI landscape.
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·2 min
Local Calendar Sync Tool: A Privacy-First Solution for Merging Multi-Account Schedules
Simple Calendar Sync runs entirely on your local device, merging Google Calendar, Outlook & more to prevent double bookings while keeping your data private.
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·4 min
Deep Analysis and Defense Guide for Ruby 4.0 Universal RCE Deserialization Gadget Chain
In-depth analysis of Ruby 4.0's universal RCE deserialization gadget chain, covering construction principles, attack surface impact, and Marshal.load security defenses.
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·3 min
The Five-Step AI Coding Method: Mastering Agents Like an Engineer
Matt Pocock's AI coding methodology: a five-step delivery system (Interrogate, Spec, Tickets, Implement, Review) with context management techniques to master any AI coding agent.
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·2 min
VSCode + Claude Code for Writing TIA Portal PLC Programs: Environment Setup Tutorial
Learn how to set up an AI-assisted Siemens TIA Portal PLC programming environment using VSCode, Claude Code, and the TIA Portal Import plugin.
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