How to Canary and Roll Back Model, Prompt, or Tool Changes Without Breaking Production
A guide on safely deploying AI model, prompt, and tool changes using canary releases and automated rollbacks.
A guide on safely deploying AI model, prompt, and tool changes using canary releases and automated rollbacks.
Guide to sharing NVIDIA GPUs in Kubernetes using MIG, time-slicing, and ResourceQuotas for improved utilization.
Explores the critical security boundaries for AI agents in enterprise environments, defining what actions agents must never be allowed to perform autonomously.
Explores GitHub Copilot's new Agent Mode, which goes beyond autocomplete to autonomously edit code, run tests, and fix errors.
A critical analysis of React state management libraries, arguing they propagate state rather than manage it, and questioning the need for multiple tools.
Learn how to use the azqr sql-esu plugin to identify SQL Server end-of-life instances and estimate Extended Security Update costs.
Guide to installing and configuring ArgoCD for GitOps in a Kubernetes homelab, including setup, fixed IP, and repository integration.
Analysis of benchmarking exercises including napkin math performance estimates, DeepSWE, Senior SWE-Bench, and winter tire analogies.
A curated reading list covering AI agents, open source toolkits, cloud management, and developer productivity in 2026.
Guide to installing and configuring the NVIDIA GPU Operator on Kubernetes for GPU workload management.
Explains why MCP should be a tool plane, not the complete agent controller, in enterprise AI systems.
A developer shares a custom skill to sync agentic coding session artifacts with teammates via Git commits.
A technical conversation with Gemini about choosing a technology stack for a custom publishing platform to replace WordPress.
Explains database page splits with animations, their impact on writes and disk order, and historical context with hard drives.
A curated list of IT/technology links covering AI, .NET, Windows development, web, cloud, and DevOps updates for July 22, 2026.
Compares VMware VVF 9.0 and VCF 9.1, explaining the difference between a workload platform and a private cloud platform.
Analysis of protocol-layer security for AI agents using MCP and A2A, focusing on gateway-level control and enterprise security architecture.
Learn how .NET 8's TimeProvider replaces homegrown DateTime wrappers for testable time-dependent code.
A curated reading list covering AI models, reliability, LLM code familiarity, tokenomics, and tech career shifts.
Analysis of prompt injection attacks in MCP servers, explaining how LLMs are exploited through tool metadata and offering defense strategies.