A developer who built AIdeazz with zero VC funding reports that running 10 production AI agents on Oracle Cloud Infrastructure's Always Free tier cost $0.00 over 12 months, with Groq costing $12.48 an…
New sandboxing technologies such as micro-VMs and WASM-based runtimes aim to replace static containers, allowing AI agents to perform complex tasks with reduced security risks. These ephemeral environ…
A developer consolidated multiple self-hosted services onto a single VPS using Docker, aiming to reduce costs while simplifying deployment and maintenance. The setup runs all services in isolated cont…
OpenAI is urged to adopt a standardized sandboxing framework for AI agents built on its API, allowing developers to constrain outputs, prevent data leaks, and gate autonomous actions behind human appr…
Docker Captain Karan Verma argues in the third part of a Docker blog series that AI governance is fundamentally a developer experience problem, not just a security issue. He contends that trust, enabl…
A developer has created a reproducible egress regression fixture to audit AI coding agents' network access, addressing the risk of prompt injection leading to data exfiltration. The fixture includes a…
Linxr v3.0.0 introduces live serial boot logs, Storage Access Framework (SAF) file sharing, and embedded Docker container management. The update redirects Alpine Linux's kernel console to serial outpu…
Mastercard is hiring an AI Engineer for its Global Business Services Center in Pune, India, to design and implement AI and Generative AI solutions using LLMs, Agentic AI frameworks, and RAG architectu…
A new tutorial by Ji-ho Choi demonstrates how to sandbox untrusted LLM-generated code using gVisor containers and Firecracker microVMs, providing a local execution environment for AI agents. The setup…
Seventy-seven percent of surveyed organizations experienced a software supply chain incident in the twelve months before Omdia's 2026 survey, according to a report sponsored by Docker. AI technology i…
A developer detailed a privacy-preserving inference pipeline for health data using Intel SGX and Gramine, demonstrating how to build a secure C++ inference engine that encrypts data even from the host…
Maxim Fateev, CTO and co-founder of Temporal, warns that agentic systems face the same distributed systems failures—state loss and retry storms—that he solved over 20 years at Amazon and Uber, and tha…
A developer built a self-hosted infrastructure using a wildcard DNS record and Nginx Proxy Manager to publish nineteen services, but the ease of publishing created a security problem: all services are…
A step-by-step guide from a developer details how enterprises can implement the Model Context Protocol (MCP) to enable AI agents to interact with data systems through standardized, secure, and composa…
RFC 8784 defines a Postquantum Preshared Key (PPK) method that mixes a static, out-of-band preshared key into the IKE key schedule to defeat 'harvest now, decrypt later' attacks without requiring new …
Docker's sandbox kits, defined in spec.yaml files, let developers pre-configure isolated environments with tools, network rules, and credential proxying, reducing setup friction that otherwise pushes …
A developer outlined a production architecture for deploying Model Context Protocol (MCP)-based AI agents to Kubernetes, covering containerization, CI/CD, observability, and security. The blueprint in…
Kubernetes exists because running one container is easy, but operating many containers across many machines is not, according to a practical guide for MLOps engineers. The article traces the evolution…
SigNoz announced that Open WebUI, a self-hosted AI interface, now supports observability and monitoring through OpenTelemetry, enabling real-time tracing, metrics, and logs for API requests, database …
A developer is upgrading TravelAI.Core, a .NET library for AI-powered travel destination search, into a production-ready system. The upgrade breaks the library into three independent services—API, Sea…