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AI Dev Tools

104 articles

AI Dev Tools

TurboQuant: How Random Rotations Enable 5x KV Cache Compression Without Retraining

By Rob Ragan ★ 452 Python Mar 28, 2026
AI Dev Tools

Learning AWS Data Protection Through Hands-On Workshops: A Deep Dive into KMS, CloudHSM, and Private CA

By Rob Ragan ★ 90 Python Mar 25, 2026
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Smarty-GPT: Transparent Prompt Injection for Context-Aware LLM Applications

By Rob Ragan ★ 139 Jupyter Notebook Mar 25, 2026
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AutoTemp: Multi-Armed Bandit Optimization for LLM Temperature Selection

By Rob Ragan ★ 153 Python Mar 25, 2026
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SPIKE: Identity-Native Secrets Management Without the API Key Mess

By Rob Ragan ★ 157 Go Mar 25, 2026
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LZR: Internet-Scale Service Fingerprinting with Two Extra Packets

By Rob Ragan ★ 194 Go Mar 25, 2026
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repo2file: The Zero-Dependency Context Dumper for LLM-Assisted Development

By Rob Ragan ★ 214 Python Mar 25, 2026
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RAGworm: The First Self-Replicating AI Prompt Attack on GenAI Ecosystems

By Rob Ragan ★ 223 Jupyter Notebook Mar 25, 2026
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How Dropbox Broke ChatGPT With Repeated Tokens—and Why OpenAI Had to Patch It

By Rob Ragan ★ 256 Python Mar 25, 2026
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galer: JavaScript-Aware URL Extraction Without the Regex Headaches

By Rob Ragan ★ 262 Go Mar 25, 2026
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How HEARTH Turns GitHub Issues Into a Threat Hunting Knowledge Base

By Rob Ragan ★ 304 JavaScript Mar 24, 2026
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DecodingTrust: The Eight-Dimensional Safety Scanner for GPT Models

By Rob Ragan ★ 315 Python Mar 24, 2026
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AutoDAN: How Genetic Algorithms Generate Semantically Valid Jailbreak Prompts for LLMs

By Rob Ragan ★ 434 Python Mar 24, 2026
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ps-fuzz: Red-Teaming Your LLM System Prompts Before Attackers Do

By Rob Ragan ★ 657 Python Mar 24, 2026
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Building AI Research Tools with Search-Based Aggregation: Inside Company Researcher

By Rob Ragan ★ 1.4k TypeScript Mar 24, 2026
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SmartGPT: A Dual-Agent Architecture for Autonomous LLM Tasks in Rust

By Rob Ragan ★ 1.7k Rust Mar 24, 2026
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ASN: A Bash-Powered Network Intelligence Swiss Army Knife for Incident Response

By Rob Ragan ★ 1.9k Shell Mar 24, 2026
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Inside Microsoft's AI Red Teaming Playground: A Live Training Platform for Breaking LLMs

By Rob Ragan ★ 1.9k TypeScript Mar 24, 2026
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SSRF-Testing: A Pentester's Field Manual for Server-Side Request Forgery Exploitation

By Rob Ragan ★ 2.5k Python Mar 24, 2026
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MailSniper: Weaponizing Exchange Web Services for Email Reconnaissance

By Rob Ragan ★ 3.2k PowerShell Mar 24, 2026
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Dyana: Sandboxed Runtime Profiling for Untrusted Machine Learning Models and Executables

By Rob Ragan ★ 353 Python Mar 23, 2026
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Choreographing Multiple Entities in 3D Space: Inside 3DTrajMaster's Video Generation Architecture

By Rob Ragan ★ 367 Jupyter Notebook Mar 23, 2026
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Why Prompt Injection Defenses Are About Damage Control, Not Prevention

By Rob Ragan ★ 662 Unknown Mar 23, 2026
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Building Incident Response Plans as Code: The Counteractive Template Approach

By Rob Ragan ★ 764 Makefile Mar 23, 2026