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Latest Articles
GitHub restructures bug bounty program to prioritize report quality – 4sysops
1+ hour, 45+ min ago (25+ words) GitHub has officially restructured its bug bounty program to shift focus from high-volume reporting toward the quality of security findings. The new model repla...
EverMind Launches Raven Agent: The Self-Improving Harness That Defines L3-Level Digital Life
1+ hour, 6+ min ago (213+ words) SAN MATEO, CA – July 22, 2026 – PRESSADVANTAGE – EverMind, a global AI company incubated by Shanda Group, today announced Raven Agent — a self-improving agent harness built on EverOS, a portable memory infrastructure that enables agents to learn and improve with every run. Raven…...
Cybersecurity Beginner's Dilemma: Navigating Specialized Areas and Next Steps for Focused Learning
49+ min ago (682+ words) To mitigate this misalignment, entrants must adopt a risk-adjusted learning strategy. Prioritize domains where technological disruption is generating sustained demand gaps—specifically, cloud, web, and IoT security. These are not transient trends but structural pivots in the cybersecurity landscape, driven…...
workflows: a host-agnostic Rust engine for agentic workflows (open source)
29+ min ago (1431+ words) Workflows is a Rust library crate (not a hosted service; the crate name on crates.io/GitHub is tinyflows) that models an automation as a WorkflowGraph: a directed graph of typed nodes and edges. You build or generate that graph,…...
Multi-provider LLM resilience in Python without provider-specific code
33+ min ago (1447+ words) That difference is manageable while an application uses only one provider. It becomes more expensive when the application needs retries, circuit breakers, fallback routes, observability, and recovery across several providers. Without a shared abstraction, resilience logic tends to be implemented…...
🚀 New in Claude Cowork: Teach Claude a Skill!
27+ min ago (20+ words) Now you can record your screen while doing a repetitive task (like filling expense reports,... Tagged with claude, ai, news....
I built SwiftNotch: a productivity dashboard for the MacBook notch
49+ min ago (712+ words) The notch on a MacBook is strange real estate. It is always there. It sits at the top of the screen, close to the menu bar, close to system controls, close to whatever you are doing. But most of the…...
What Happens When You Send a Photo Through Most Messaging Apps?
13+ min ago (99+ words) It Starts on Your Device Most messaging apps prepare the image before sending it. They may reduce the file size, create a preview, or optimize it so it can be delivered faster. These steps happen automatically in the background. After…...
I Built a CLI to Use Free Web-Based AI Chatbots for Real Development Work — No API Keys, No Extensions
30+ min ago (385+ words) So I built AI Bridge — a CLI tool that bridges a local codebase and any browser-based AI chatbot. No API keys, no extensions running in the background, no vendor lock-in. You pack your code, paste it into whichever AI chat…...
🚨 OpenAI's AI Escaped and Hacked Another Company
28+ min ago (24+ words) Today OpenAI admitted that one of its AI systems broke out of its safe testing environment on its... Tagged with ai, openai, claude, news....