Deployment Resources

Google Cloud KMS vs. AWS KMS: Java Encryption Guide

Compare Google Cloud KMS vs. AWS KMS in Java, including envelope encryption, key rotation, IAM, data keys, and audit logging.

October 22, 2026

by Sandeep Pal

· 1,694 Views · 3 Likes

When RabbitMQ Accepts a Message but Does Not Route It to a Queue

RabbitMQ accepted messages, but some topic exchange bindings did not route them to queues because the runtime topic routing state was incomplete.

October 22, 2026

by Vamsi Krishna Gude

· 1,724 Views

How to Keep AI Agents From Going Rogue Using Docker Sandbox

AI agents are powerful because they can autonomously plan and use tools. Sandboxes provide guardrails by isolating agents and restricting what they can access or execute.

October 21, 2026

by Siri Varma Vegiraju

CORE

· 2,034 Views

OwlVigil Open-Sources Its Go SDK for Enterprise AI

Discover OwlVigil's open-source Go SDK for integrating AI gateway APIs, model routing, cost management, access control, and observability.

October 20, 2026

by Jake Tao

· 1,215 Views

Why 200 OK Is the Most Dangerous Lie in Enterprise Integration

A 200 OK can hide failed CRM or ERP updates. Learn how to build MuleSoft APIs that truthfully report completed, pending, and failed business outcomes.

October 19, 2026

by Manjeera Chanda

· 964 Views · 1 Like

Hot-Reloading Kubernetes Secrets and ConfigMaps in Go With mamori (No Pod Restarts)

Stop running kubectl rollout restart. mamori watches Secrets and ConfigMaps with native informers and reconciles changes into your running Go process.

October 19, 2026

by Xavier Portilla Edo

CORE

· 1,203 Views

Node and Capacity Spillover: What Happens When Kubernetes Runs Out of Room

A pod stuck in Pending isn't broken; it's just out of room. Here's why that happens even with spare capacity, and how to design around it.

October 15, 2026

by Kishor Patil

· 1,500 Views · 2 Likes

Global Setup in Playwright TypeScript for API Testing

Learn how to use Global Setup in Playwright TypeScript to create test data, seed the database, and prepare test environments before executing your test suite.

October 15, 2026

by Faisal Khatri

CORE

· 1,707 Views

Azure Key Vault Secrets That Reconcile Themselves in Go, With mamori

Your Go service resolved the Key Vault secret once at boot. mamori watches Key Vault and reconciles new versions into the running process, no restart.

October 14, 2026

by Xavier Portilla Edo

CORE

· 1,194 Views

Rotate AWS Secrets Manager Secrets Without Restarting Your Go Service, With mamori

Secrets Manager rotates your password; your Go service never notices. mamori watches Secrets Manager and Parameter Store and reconciles rotations live.

October 14, 2026

by Xavier Portilla Edo

CORE

· 1,557 Views · 2 Likes

Introducing mamori: Typed, Watchable Config and Secrets for Go

mamori is an open-source Go library that loads config and secrets from 30+ sources into typed, validated structs and keeps them reconciled at runtime.

October 14, 2026

by Xavier Portilla Edo

CORE

· 1,206 Views

When One Docker Swarm Replica Became Unreachable Over an Overlay Network: A Production Case With Traefik

One Docker Swarm replica became unreachable to Traefik over the overlay network, while the service remained available through its healthy replica.

October 13, 2026

by Denis Tiumentsev

· 1,587 Views · 1 Like

Building a Scope-Constrained AI Agent for Automated CI Failure Repair

Build a scope-constrained AI agent that diagnoses CI failures, limits code changes, generates minimal patches, and validates repairs through targeted tests and CI gates.

October 12, 2026

by Uthej Mopathi

CORE

· 1,633 Views · 1 Like

The Code Generation Bottleneck Is Gone. The Maintenance Bottleneck Isn't.

AI removes code-generation bottlenecks, but maintainability, ownership, review, and governance become software engineering’s new constraints.

October 12, 2026

by Uthej Mopathi

CORE

· 1,576 Views · 3 Likes

Multi-Agent Orchestration on AWS With AgentCore Runtime and A2A

Multi-agent systems are common. Here we build a small multi-agent system on Amazon Bedrock AgentCore Runtime using the Agent-to-Agent (A2A) protocol.

October 9, 2026

by Purnanga Borah

· 1,937 Views · 2 Likes

Supercharging AI Agents with Azure Context: A Hands-On Guide to Azure MCP

Here’s a step-by-step guide for cloud engineers on how to bridge local AI assistants with live Azure infrastructure using the Model Context Protocol.

October 8, 2026

by Ammar Ekbote

· 1,767 Views · 3 Likes

AI Agents Leaked 13,000 Screenshots: Why Enterprise Approval Controls Failed

A reported leak of 13,000 screenshots shows how AI agents can bypass weak approval and audit controls even when organizations have written policies.

October 7, 2026

by Tim Freestone

· 2,057 Views · 1 Like

Building and Serving a Custom Model With Azure ML, Then Wiring It Into a Foundry Agent

This guide walks through custom Azure ML model training and deployment to a Managed Online Endpoint and connecting it to a Microsoft Foundry agent as a function tool.

October 6, 2026

by Jubin Soni, FBCS

CORE

· 6,187 Views · 5 Likes

AI on Top of a Dysfunctional System

Explore 10 Product Backlog anti-patterns that AI can make worse by masking dysfunction, missing evidence, and flawed decision-making.

October 2, 2026

by Stefan Wolpers

CORE

· 1,678 Views · 3 Likes

Docker Sandboxes Beyond the Laptop: Running AI Agents in the Cloud

In this article, we will discuss how to run your coding agents in the cloud using sbx. Cloud compute is usage-billed, so keep track of your sandboxes accordingly.

October 2, 2026

by Naga Santhosh Reddy Vootukuri

CORE

· 1,772 Views · 1 Like

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