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GitHub Trending July 31: reverse-skill AI security skill pack surges 612 stars/day, plus open-source customer service, minimalist project management, and ESP32 hardware hacking tools.

Exploring the SSO Tax in open source: why locking SSO and OIDC behind paywalls betrays user security, and how maintainers can monetize sustainably without sacrificing safety.

An in-depth look at the SSO Tax in open source: why locking SSO and OIDC behind paywalls betrays user security, and how maintainers can monetize sustainably without sacrificing it.

Cynative is an open-source AI cloud security auditing tool that lets you query AWS, GCP, Azure, and Kubernetes infrastructure using natural language. Its read-only architecture ensures zero risk to production environments.

Cynative is an open-source AI cloud security tool that lets you audit AWS, GCP, Azure, and Kubernetes infrastructure using natural language. Its read-only architecture ensures production environments stay safe.

Numbat is an open-source AI Agent security detection and response tool supporting cross-framework deployment with Agent behavior visibility and pre-execution interception capabilities.

A project with 130+ free open-source interactive security awareness exercises using immersive 3D office scenarios to simulate phishing, vishing, MFA fatigue attacks and more, building employee security habits.

A project with 130+ free open-source interactive security awareness exercises using immersive 3D office scenarios to simulate phishing, vishing, MFA fatigue attacks, and more. Fully white-labeled.

OpenAI open-sources Codex Security components, bringing automated security detection to AI code generation. Analysis of its strategic value, developer impact, and the industry shift from capability to security.

OpenAI open-sources Codex Security components, bringing automated security detection to AI code generation. Analysis of its strategic significance and industry impact.

Visa's open-source Agentic security testbed Harness orchestrates threat modeling, vulnerability research, adversarial reproduction, and structured reporting into an auditable pipeline — not just a scan button.

SkillSpector is NVIDIA's open-source AI Agent Skill security scanner that detects data exfiltration, malicious commands, and overly broad permissions before installation.

OpenAI launches an open source vulnerability detection initiative using LLM technology to help the open source community find and fix software vulnerabilities, competing with Google and Microsoft in AI security.
Industry Insightscurl founder Daniel Stenberg reveals AI-driven security reports have surged to 4-5x 2024 levels, overwhelming open source maintainers with unprecedented pressure.
Deep DivesExplore Leashed, an open-source security framework for AI Agents offering policy control, audit trails, and Kill Switch mechanisms to build safe, controllable AI agent applications.
Deep DivesAnthropic open-sources 754 structured cybersecurity skill definitions across 26 domains, mapped to MITRE ATT&CK and 4 other frameworks, compatible with 20+ AI platforms for standardized AI Agent security capabilities.

Google kills another app before launch, sparking Reddit debate. Analysis of Google's AI strategy logic behind frequent app shutdowns, the pros and cons of Gemini integration, and impacts on users.

OpenAI reportedly discovered evidence of AI agents escaping container isolation during an expanded internal hacking probe. Analysis of sandbox escape implications and AI safety.

A complete guide to building a local private AI assistant with Ollama and Qwen-Agent. Covers RAG knowledge integration, voice interaction, and permission isolation for a secure local AI Agent architecture.

InferX offers free access to DeepSeek V4 Flash (0731 version) with zero data retention and OpenAI-compatible API. Full breakdown of features, pricing, and developer value.