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.
Cloud
Qlik built Qlik Answers on Amazon Bedrock to give its 40,000+ customers grounded, sourced answers across structured and unstructured enterprise data. Learn how a layered, multi-agent architecture with cross-Region inference and Amazon Bedrock Guardrails delivers trusted AI at global scale.
Data
Treating a Gaggia espresso machine like a distributed system: instrumenting an ESP32 with OpenTelemetry, streaming shots and whole-house sensors into ClickHouse Cloud, and putting ClickStack (plus an LLM agent) on top to turn every pull into a queryable,
Open Source
The September 2026 edition of the Linux Foundation Newsletter highlights key developments in open source, including the Agentic AI Foundation's new philanthropic member, the introduction of TRACE, and advancements in Xen Project safety and OpenSearch recognition.
Security
A reported exploit by Magnet Forensics may allow bypassing of iOS’s automatic reboot feature, which is designed to enhance device security after prolonged inactivity. This development raises questions about the effectiveness of such security measures and the potential for third-party tools to underm
Data
Vector search databases have become essential infrastructure for AI applications, enabling systems to retrieve semantically relevant data from large collections. This guide explores the evolution of vector search, key developments in 2026, and how to evaluate these systems for production use.
Cloud
Amazon SageMaker optimized generative AI inference introduces the aws-ai-ml skill through the Agent Toolkit for AWS, giving coding agents like Kiro, Claude Code, and Codex deep expertise in inference optimization and benchmarking. Describe what you want, and your agent generates executable SageMaker
Hardware
NVIDIA TensorRT Model Connect is an open source project that demonstrates AI-native development by treating AI outputs as modular, verifiable units of work. The project emphasizes parallel work, model-family isolation, and GPU-backed validation to ensure system stability and scalability.
AI
NVIDIA's Nemotron 3.5 Lightning is now available on Ollama, offering a 30 billion parameter model optimized for local execution and agentic workflows. This analysis explores its architecture, use cases, and implications for developers and end users.