Tadashi Shigeoka published a checklist on July 13, 2026, identifying 15 production-readiness checks that non-developers should apply before shipping AI-written code, citing common failures such as dou…
Anthropic's Model Context Protocol (MCP), an open standard for connecting AI assistants to tools and data, has surpassed 97 million monthly SDK downloads and 81,000 GitHub stars as of early 2026. Supp…
A developer explains how to create a Kubernetes ServiceAccount and assign permissions using RBAC, following the Principle of Least Privilege. The ServiceAccount is required for the Agentic CLI to auth…
The platform team at DNB, Norway's largest financial services group, scaled AI adoption without adding headcount by building an agentic platform using kagent and agentgateway. The architecture connect…
Said Sef's Argocd-AI-Assistant is an Argo CD UI extension that adds an AI-powered Assistant tab to Kubernetes resource views, enabling natural language queries enriched with manifest, events, and opti…
A new open-source deception framework called Honeyprompt uses large language models to power interactive honeypots that engage attackers with realistic responses. Developed by web developers, it suppo…
Runeward, an open-source governance layer for AI agents, provides isolated sandboxes with deny-by-default egress, tamper-evident audit ledgers, human-in-the-loop policy gates, and cost guardrails. It …
A developer built DevPrep.app, a two-way AI voice interview simulator that asks questions aloud, listens to spoken answers, provides feedback, and asks follow-up questions. The tool includes over 500 …
A developer built DevOps Open Agent, an open-source, self-hosted AI platform tailored for DevOps engineers, SREs, and Platform teams. The platform includes agents for Kubernetes debugging, AWS infrast…
A software engineer and technical program manager documents the first week of a 32-week journey from AI-API consumer to local LLM systems architect using an NVIDIA DGX Spark. The engineer inventories …
Alibaba Group launched OpenSandbox, an open-source universal sandbox infrastructure for AI applications, providing isolated environments for running code, browsers, and developer tools. The platform s…
Enterprise AI systems require coordination planes to govern execution across distributed components, as control planes alone cannot handle failures from stale retrieval, unavailable tools, pending app…
A developer tested AI tools in Kubernetes workflows and found K8sGPT effective for cluster issue explanation, AI-assisted incident triage useful for log/metric correlation, and natural language infra …
Coroot's engineering team found that the main challenge in AI root cause analysis is no longer the model's reasoning ability but the data harness feeding it. By isolating the model from data-fetching …
Bryan Oliver, a Thoughtworks Radar contributor and author, presented on chaos engineering for GPU clusters at a recent event, highlighting the complexity and scale of modern AI hardware such as NVIDIA…
A developer advocates for a read-only approach to using AI in Site Reliability Engineering (SRE), arguing that AI provides the most value by helping engineers understand production incidents faster wi…
Basecamp launches a local daemon that continuously enforces declared codebase health checks by dispatching Claude Code to fix drift, escalating only human-decisions. The tool also introduces reflexes …
A developer open-sourced Claude Basecamp, a tool that applies Kubernetes-style reconciliation loops to codebases managed by Claude Code. The tool discovers projects, runs standing checks for test heal…
AWS published a July 9, 2026 migration guide showing how teams can move a Node.js app from Amazon EC2 to EKS Auto Mode using Kiro CLI and MCP servers. The guide provides a reproducible modernization p…
Krumware released an experimental Epinio MCP server for Kubernetes developers on July 9, 2026, enabling AI agents to interact with Epinio API operations through tool calls. The server translates MCP t…