A practical guide to writing audio plugins on Fedora Linux using JSFX/YSFX, demonstrating how to rapidly prototype real-time audio effects (amplifiers, VU meters, soft clipping) without compilation, using just a text editor and loading them as CLAP/VST3 plugins in Carla or Ardour.
A logic flaw was discovered in Meta's Account Center 'This wasn't me' disavow flow that could potentially be exploited for unauthorized account access or control, which Meta later patched.
Overview of how malicious USB devices can be used as attack vectors and methods for detecting such devices. Covers the threat landscape of USB-based attacks from both offensive and defensive perspectives.
Side-by-side code comparison of implementing the same chat application with tool-calling and streaming across four AI frameworks (Pydantic AI, LangChain, LangGraph, CrewAI), showing implementation complexity and design patterns from ~160 to ~420 lines.
Article describes using Google dorking techniques as a reconnaissance method to discover hidden vulnerabilities and exposed information for bug bounty hunting.
A developer's Firebase-hosted personal API was flagged as phishing and suspended without prior warning after accidentally mixing emulator and production authentication credentials during testing. The suspension lacked specific explanation, provided no recourse process, and received no response to appeals or compliance inquiries over a week.
A technical analysis of sparsity versus quantization as hardware optimization strategies for neural networks, exploring architectural challenges (unstructured sparse data chaos vs. quantization metadata overhead) and current compromises (structured sparsity patterns and algorithmic co-design techniques) used in modern AI accelerators.
Spacedrive v3 is a local-first data engine that indexes multiple data sources (email, notes, Slack, etc.) and makes them searchable from one interface, with a novel multi-stage processing pipeline including prompt injection screening via Prompt Guard 2, content classification, and trust tier controls before indexing content for AI agent access.
A walkthrough of using varlock, a tool that allows developers to replace plaintext secrets in .env files with 1Password secret references that are injected at runtime, eliminating the need to store credentials on the filesystem during local development.
Stratum is a columnar SQL engine with git-like branching semantics and copy-on-write structural sharing that beats DuckDB on 35 of 46 single-threaded analytical benchmarks using Java Vector API SIMD execution. It enables zero-copy dataset forking, time-travel queries, and reproducible experiments without data duplication.
Opinion piece critiquing Meta's acquisition of Moltbook and OpenAI's hiring of OpenClaw creator Peter Steinberger, highlighting severe security vulnerabilities in both platforms including unauthenticated database access, remote code execution (CVE-2026-25253), secret key exposure, and malware in the OpenClaw skills marketplace.
A complete walkthrough guide covering setup and security testing of a Flask web application with Apache and MySQL on Kali Linux, including HTTPS traffic analysis and bug bounty hunting techniques.
Cloudflare announces a new Account Abuse Protection suite combining leaked credential detection, account takeover detection, disposable email checks, email risk analysis, and hashed user IDs to prevent hybrid automated-and-human account fraud. The tool is available in early access for Bot Management Enterprise customers and aims to detect both bot-driven and human-powered fraudulent account activity.
LLMs like Claude Opus 4.6 are becoming effective at finding hidden bugs in code—including decades-old assembly—by reasoning about control flow rather than pattern matching, but simultaneously create 1.7x more bugs than humans and pose risks to unpatchable legacy systems that bad actors could exploit at scale.
A test harness that implements a pre-execution authorization layer for AI actions, analyzing requests for sensitive signals (financial operations, external communications, data exports, system modifications) and determining PASS/DENY based on required authorization levels with auditable logging.
OneCLI is an open-source credential vault and proxy gateway for AI agents that stores encrypted API keys and credentials, intercepting agent requests to swap placeholder tokens for real secrets before forwarding, preventing agents from directly accessing sensitive credentials. It runs as a single Docker container with built-in encryption (AES-256-GCM), access policies, and audit logging capabilities.
A tutorial on building live AI session summaries in a tmux status bar by hooking Claude Code's stop event to extract conversation transcripts, generate summaries via a small LLM model, and dynamically display them in tmux with a 5-second refresh cycle. The setup uses bash, jq, and Claude's CLI to provide real-time context for multiple parallel AI coding agents.
CodeCortex is an open-source project that builds a persistent knowledge graph of repository structure to reduce redundant re-learning by AI coding agents across sessions, improving token efficiency and architectural understanding.
A beginner-focused guide on using OWASP ZAP to automate web application security testing for bug bounty hunting.
A guide for Web3 protocol teams on evaluating and selecting smart contract auditors to assess the security of their code, which governs significant amounts of decentralized finance value.
Security researcher found SQL injection vulnerability leading to admin credential extraction, then chained it with discovered phpMyAdmin access to achieve remote code execution via PHP shell upload. The researcher progressively exploited MySQL information_schema to enumerate databases, tables, columns, and ultimately obtained system shell access.
A researcher discovered a two-factor authentication bypass in a private program by removing the VerificationDetails object from a JSON API request, allowing toggling of 2FA without OTP validation. The vulnerability was awarded $50.
A collection of blockchain security research articles covering vulnerabilities in Oasys (a gaming-focused Ethereum L2), Eco's lockup contracts, and Ocean Protocol's hybrid NFT design. The posts document discovered bugs, their fixes, and technical analysis of smart contract vulnerabilities.
A high-severity vulnerability in Across V3 cross-chain optimistic bridge discovered on January 28, 2025, allows malicious relayers to steal the full value of certain transactions by exploiting the relayer fulfillment mechanism before UMA's Optimistic Oracle validation.
A researcher earned $10,000 from DFX Finance for identifying two related vulnerabilities: unsupported fee-on-transfer (FoT) token handling that can drain liquidity provider funds, and risks from using upgradable USDC as the protocol's bridge asset. The submission included functional POC and recommendations based on Uniswap's approach to handling FoT tokens.
A High Severity vulnerability was discovered in Across V3, a cross-chain optimistic bridge, that would allow malicious relayers to steal the full value of certain transactions from users by exploiting the relayer fulfillment mechanism.
A collection of blockchain security research documenting vulnerabilities found in multiple projects including Oasys L2 blockchain, Eco's lockup contract, and Ocean Protocol's hybrid NFT implementation, with focus on on-chain data manipulation attacks.
Instagram announced discontinuation of end-to-end encryption for direct messages starting May 8, 2026, reversing previous privacy protections. The shift is justified by government pressure for content moderation and child safety, particularly from EU's Chat Control and UK's Online Safety Act initiatives.
A security researcher documents three manual bug discoveries: information disclosure via HTTP method change (POST→GET), open redirect via protocol-relative URL bypass, and SVG-based open redirect through image upload. The writeup emphasizes logic-chain thinking over automated tools.
Google released emergency Chrome patches for two actively exploited zero-days: CVE-2026-3909 (out-of-bounds write in Skia graphics library) and CVE-2026-3910 (inappropriate implementation in V8 JavaScript engine). Both vulnerabilities are being actively exploited in the wild, marking Chrome's third zero-day under attack in 2026.