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The Model Context Protocol (MCP): A Comprehensive Technical Report
Executive Summary The rapid integration of Large Language Models LLMs into production software has exposed a critical interoperability bottleneck. As developer...
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Decoding the 10AS016E4F27E3SG: Powerhouse Arria 10 SoC FPGA for Edge AI and Industrial Automation
!Cover image for Decoding the 10AS016E4F27E3SG: Powerhouse Arria 10 SoC FPGA for Edge AI and Industrial Automationhttps://media2.dev.to/dynamic/image/width=1000...
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Why Top AI Apps Convert at 12% While Most Struggle at 2%
The Pattern: Contextual, Capability‑Based Gating Top‑converting paywalls appear at high‑intent moments—during the first session or when a usage limit is reache...
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[Paper] Exploring the Potential and Limitations of Large Language Models for Novice Program Fault Localization
Novice programmers often face challenges in fault localization due to their limited experience and understanding of programming syntax and logic. Traditional me...
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[Paper] HarnessAgent: Scaling Automatic Fuzzing Harness Construction with Tool-Augmented LLM Pipelines
Large language model (LLM)-based techniques have achieved notable progress in generating harnesses for program fuzzing. However, applying them to arbitrary func...
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From Detection to Resolution: A Closed-Loop System for Managing AWS CloudFormation Drift
As cloud estates grow, maintaining the integrity of Infrastructure as Code IaC is a critical challenge. AWS CloudFormation provides the blueprint for our infras...
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7 AI-Driven SEO Strategies Transforming SaaS Growth in 2025
AI is reshaping SaaS marketing more in the past twelve months than in the last decade. Search behavior is changing, discovery patterns are shifting, and SaaS co...
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Building NecroOS: A Horror-Themed Windows 95 Simulator with Kiro AI
When I set out to build NecroOS for the Kiro hackathon, I wanted to blend nostalgia with horror—a browser‑based Windows 95 simulator that becomes increasingly u...
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How We Build a Tier-10 Global Supply Graph
Why Tier-1 Visibility Fails in Modern Supply Chains A single product may depend on: - dozens of Tier‑1 suppliers - hundreds of Tier‑2/3 suppliers - thousands o...
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Lesson 30: Conclusion and Continuous Learning
Duration & Learning Objectives ⏱ Duration: 1 hour 🎯 Learning Objectives: Review course key points, establish long‑term learning and trading system Course Summ...
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Lesson 29: Machine Learning and Strategy Optimization
⏱ Duration: 2.5 hours 🎯 Learning Objectives - Learn to use machine learning to assist strategy development and parameter optimization Course Overview Machine L...
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Mithridatium: An Open-Source Toolkit for Verifying the Integrity of Pretrained Machine Learning Models
Why Mithridatium? Today’s ML ecosystem assumes that pretrained models are safe. In reality, the model file itself can be a silent attack vector: - poisoned tra...