Web3-security
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AI Coding Frequency: Smart Contract Vulnerability Rates Revealed
What the Data Actually Shows About AI-Assisted Contract Development TL;DR:High-frequency AI coding use correlates with increased smart contract vulnerability rates, particularly for com
Fuzz Testing: AI Finds What Auditors Miss
Why Fuzz Testing Has Become the Frontline of Smart Contract Security TL;DR:AI-driven fuzz testing combines reinforcement learning and large language models to generate semantically mean
Anthropic Code Review: Catching What AI Generates
The Problem That Shipped With the Solution TL;DR:Anthropic launched Code Review as part of Claude Code, a multi-agent system designed to automatically analyze AI-generated code for logi
National Cyber Strategy: Blockchain's Security Mandate
TL;DR:The Trump administration's National Cyber Strategy, released in March 2026, explicitly names cryptocurrencies and blockchain as technologies the federal government will protect, the firs
Codex CLI: High-Reasoning Mode for Smart Contracts
TL;DR:Codex CLI's high-reasoning modes, particularly the xhigh setting, provide a materially different class of analysis than standard code completion, making them relevant for smart contract
Wallet Drainers: Engineering Drain-Resistant Web3 dApps
TL;DR:Wallet drainers generated over $135M through Drainer-as-a-Service operations on Ethereum alone, with phishing schemes spiking to $600M across Web3 in H1 2025 Drainers do not need a use
Reasoning Agents: Rewriting Smart Contract Development
TL;DR:Codex CLI operates as a multi-surface coding agent with OS-level sandboxing, 1M context windows via GPT-5.4, and the ability to read, patch, and execute against live codebases, making it