#business logic vulnerabilities
390 related articles
·2 min
GPT-5.6 Price Cut Over 20%: A Complete Analysis of AI Competition from OpenAI, DeepSeek Multimodal, and More
OpenAI cuts GPT-5.6 Sol prices by over 20%; Codex hits 20M active users with security scanning; DeepSeek launches V4 Flash Vision multimodal model; anonymous OS Alpha tops API call rankings.
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·2 min
What Is Vibe Coding? The Ideals and Realities of AI Programming
A deep dive into Vibe Coding: its meaning, how it works, and real-world experience. From Andrej Karpathy's concept to developer community feedback on AI programming tools' benefits and risks.
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·3 min
Analysis of a TB-Scale Credential Leak: The Impact and Defense Strategies Against Supply Chain Attacks
In-depth analysis of a TB-scale credential leak from a supply chain attack, covering trust chain risks, credential amplification effects, and enterprise defenses including Zero Trust, key management, and dependency auditing.
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·3 min
AT&T's AI Sales Agent: Google Reveals an Enterprise-Grade Deployment Blueprint
Google and AT&T reveal a production AI sales Agent system using persistent memory for cross-channel continuity, achieving line-level hyper-personalization on ADK+Gemini architecture.
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·3 min
AI-Assisted Penetration Testing: A Complete Guide from Weak Password Discovery to SRC Monetization
Complete guide to AI-assisted penetration testing for weak password vulnerability discovery, covering backend identification, search engine dorking, directory scanning, and leveraging AI tools like Claude Code for efficient SRC report submission.
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·3 min
AI-Powered Vulnerability Discovery in Practice: A Complete Guide to LLM Security Applications
A deep dive into LLM applications in cybersecurity offense and defense, covering AI code auditing, automated vulnerability discovery, CTF Agents, and more, with tool selection guides and compliance guidelines.
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·3 min
Hansel: A Self-Hosted Encrypted Email Service as a Privacy-First Alternative to Gmail
Hansel by Seedling is a self-hosted encrypted email service where users own their servers and keys, ensuring privacy and data sovereignty through architecture-level design.
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·2 min
GLM 5.3 Released: Frontier Coding Capabilities and Emergent Cybersecurity Abilities Explained
Zhipu AI releases GLM 5.3 with frontier coding capabilities and emergent cybersecurity abilities. This analysis covers technical breakthroughs in code generation, security auditing, and implications for developers.
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·2 min
T3 Code: Orchestrating Multiple AI Coding Agents to Work as a Team
T3 Code is an open-source AI coding workbench that orchestrates multiple Agents like Codex and Claude Code to collaborate on the same project with defined roles for development and code review.
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·3 min
The Blind Spot of AI Code Factories: The Quality Crisis Behind the Speed
AI programming tools have accelerated code generation, but a quality crisis is silently spreading. This article examines the missing QA steps in AI code factories and how to balance speed with quality.
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·3 min
NVIDIA Reveals SpaceX Holdings as Sixth-Largest Shareholder, Codex Unlocks Million-Token Context Window
NVIDIA reveals ~122.8M SpaceX shares as 6th-largest shareholder, Stripe acquires OpenRouter for $7B+, OpenAI Codex unlocks 1M context window, Meituan's Agent platform covers 90K employees.
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·4 min
Build or Buy LLM Infrastructure? A 7-Month Hands-On Retrospective Reveals the Hidden Costs
A 7-month retrospective on building LLM infrastructure from scratch: hidden costs of routing, fallback, evals, and a comparison of orq.ai, LangSmith, Helicone, Portkey, and LiteLLM.
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·5 min
Merging 10 Legacy Repos into a Monorepo: An AI Coding Assistant Retrospective
WiseDocs spent six months merging 10 legacy repos into a Monorepo using AI coding assistants. A practical retrospective on the refactoring decisions, AI tool effectiveness, and engineering lessons learned.
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·3 min
OpenAI Quietly Disbands Catastrophic Risk Team, Raising Fresh Questions About AI Safety Commitments
OpenAI reportedly disbanded its catastrophic risk team quietly, raising renewed concerns about AI safety commitments amid the tension between commercialization and responsible development.
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·2 min
Local AI Code Review Tools: How Developers Build Their Own Alternatives to Save on Subscription Fees
A developer canceled their commercial AI code review subscription and built a free local alternative. This article analyzes privacy benefits, cost savings, and feasibility of local AI code review tools.
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·4 min
Writing a macOS Driver for a Windows-Only Printer with Claude: AI Reverse Engineering in Practice
A developer used Claude to write a macOS driver for a Windows-only HP printer. This article analyzes AI's role in hardware reverse engineering and how LLMs lower the barrier to driver development.
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·4 min
How to Choose an AI Coding Tool? A Comprehensive Comparison and Selection Guide for Eight Leading Tools
In-depth comparison of Bolt, Cursor, Replit, Lovable, V0, Tempo, Onlook & Windsurf across control, technical threshold, integrations, collaboration & deployment to help you find your ideal AI coding tool.
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·4 min
Can AI Really Find Vulnerabilities While You Sleep and Earn Easy Money? The Truth About SRC Bug Bounties
Deep analysis of the viral "AI autopilot bug hunting for five-figure income" narrative, examining how SRC platforms actually work, AI's real role in vulnerability discovery, and the traffic schemes behind "packaged Skills."
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·4 min
Getting Started with SRC Bug Bounties: Can You Find Vulnerabilities Without Knowing How to Code?
A beginner's guide to SRC bug bounties: learn how to find business logic, information leakage, and weak credential vulnerabilities using Burp Suite without coding skills.
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·2 min
Agent Engineering in Practice: Building a Proactive AI Developer Assistant in 25 Days
Deep analysis of how an Agent Engineering project built a proactive AI developer assistant with code review, bug fixing, and documentation capabilities in just 25 days.
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