News
Dynamo DB and SQS containers with Docker Compose
18+ min ago (142+ words) Docker Compose facilitates spinning up local AWS-compatible services without an AWS account. This post covers Dynamo DB Local for key-value storage and Elastic MQ for an SQS-compatible message queue. A common pattern is to persist state in Dynamo DB and…...
Malicious npm Campaign Steals SSH Keys, API Tokens, Cloud Credentials, and Wallet Secrets
7+ hour, 35+ min ago (612+ words) A fresh wave of supply chain attacks is putting blockchain developers, Web3 teams, and cloud engineers at serious risk. Researchers have uncovered a coordinated campaign involving multiple malicious packages on the npm registry, each designed to quietly steal sensitive secrets the…...
AI Evals, Part 2: Error Analysis The Unglamorous Superpower Behind Good Evals
48+ min ago (646+ words) When a team decides to "take evals seriously," the first thing they usually do is wrong. They open a dashboard tool, wire up a generic "correctness" score, and watch a number. It feels productive. It produces a chart. And it…...
Google Colab CLI, Angular AI Skills & Azure Sandboxes for AI Agents
1+ hour, 53+ min ago (1269+ words) Today's Highlights Google introduces a new Colab CLI for automation and AI agent workflows, while Angular releases official 'skills' to guide AI coding tools. Azure Container Apps now offers sandboxes for secure execution of untrusted AI agent code. Google Launches…...
Local AI Coding Agents, Secure Production Deployment, and Angular-Specific AI Skills
1+ hour, 58+ min ago (1380+ words) Today's Highlights This week's top stories highlight practical ways to deploy and secure AI agents, from setting up local coding assistants on mac OS to sandboxing untrusted agent code in Azure, alongside new resources to improve AI-generated code quality for…...
Debuggix vs Snyk vs Semgrep vs Git Hub Advanced Security: A 100-Repo Technical Comparison
2+ hour, 36+ min ago (943+ words) We ran four security platforms on the same 100 repositories. Here is the raw data on detection rates, false positive rates, and developer time. The Debuggix team conducted a technical comparison across 100 public Git Hub repositories. We ran four security platforms…...
I tested 50 AI tools in May - the 7 I kept
2+ hour, 33+ min ago (592+ words) The AI tool landscape in 2026 is not a quality problem. There are genuinely good tools being built everywhere. It is a signal-to-noise problem " and the noise is architectural, not cosmetic. Most tools fail the same way: they are optimized for…...
Five cloud security mistakes that start at the architecture level
3+ hour, 57+ min ago (547+ words) Cloud Architect Nodir Safarov of SOTI Inc. identifies the five architectural failures behind the most common enterprise cloud security gaps, from post-deployment patching to configuration drift, and the design principles that prevent them....
Why Endpoint Protection Matters More than Ever in CI/CD Environments
3+ hour, 17+ min ago (373+ words) Why endpoint security is a critical layer of CI/CD protection, helping prevent credential theft and software supply chain compromise....
How To Measure AI Token Debt In A Real Codebase
3+ hour, 4+ min ago (549+ words) AI token debt is the extra AI-agent context, repository search, inference, retry, and validation work created when a codebase is hard to reason about. It is not a special fee from a model provider. It is an operating-cost pattern. When…...