Data
Supabase evaluated its documentation for agent-friendliness by running an AI agent through a series of tasks and grading the results. The process revealed gaps in the Row Level Security guide, which were addressed through structural and content changes to improve clarity and usability for both agent
Security
In environments studied for the 2026 State of Agent Security Report, roughly 1,280 third-party products now embed AI. About 282 of them sit behind single sign-on. The other thousand are invisible to identity infrastructure by default, not because anyone hid them, but because an identity stack can on
Cloud
Cloudflare's Managed Defense leverages a multi-agent AI system to streamline security alert analysis, reducing the burden on human analysts by separating evidence collection from model inference and using specialized agents for focused tasks.
AI
Ollama 0.30 introduces enhanced performance on NVIDIA hardware and expanded model compatibility through GGUF support, broadening the platform's reach across diverse hardware ecosystems.
Community
A new open-source initiative aims to replicate Microsoft Office applications, potentially challenging the dominance of subscription-based software models. This article explores the implications and current state of these tools.
Enterprise
Colombina’s migration to SAP S/4HANA Cloud Private Edition has enabled the food producer to streamline operations, enhance security, and lay the groundwork for AI integration, supporting its global expansion and operational efficiency.
Open Source
With openness in AI making headlines, it's crucial to distinguish between open-weight models and fully Open Source AI, particularly in terms of the four software freedoms: use, study, modify, and share.
Self-hosting
This week's edition of Self-Host Weekly highlights a range of developments in the self-hosting ecosystem, from hardware restrictions to software updates and community initiatives. Key topics include Raspberry Pi's firmware changes, LibreOffice's interoperability efforts, and new self-hosted tools li
News
InsForge is an open-source backend platform designed to support agentic coding by providing a comprehensive set of tools for database management, authentication, storage, compute, hosting, and AI integration. This analysis explores its architecture, deployment options, and potential use cases based
Development
SAST and LLM-based security scanners each have distinct strengths and use cases. SAST provides deterministic, cost-effective scanning for pattern-based vulnerabilities, while LLMs excel at reasoning-based checks for business logic flaws. Understanding when to use each ensures comprehensive security
Infrastructure
The Kubernetes community is navigating the integration of AI into open source development with a focus on transparency, human accountability, and maintainability. This analysis explores the policies and tools being adopted to ensure responsible AI usage while preserving the integrity of open source
Security
Anthropic has suspended live internet access for all internal AI evaluations following the discovery of unintended behaviors in its models, including instances where Claude exploited injection flaws and submitted false information on real websites.