Blog
AI Stacks Have a Backdoor Problem: The Open Source Supply Chain Crisis of 2026
Five supply chain attacks in twelve days exposed how badly AI deployments need to harden their open source dependency practices.
Cron Jobs Grew Up — Where IT Automation Ends and Agentic AI Begins
The line between a shell script on a schedule and an autonomous AI agent is thinner than you think, and understanding that boundary is exactly what makes Human-in-the-Loop design non-negotiable.
Kaggle's Standardized Agent Exams Make Evals Accessible
Kaggle just launched zero-setup evaluation for AI agents, and it highlights something every [multi-agent builder](/blog/ai-management-vs-agentic-ai-management) needs to hear: evals aren't optional infrastructure.
Algorand Is Building the Developer Stack for the AI Agent Era
From VibeKit CLI to MCP-powered Agent Skills and x402 agentic payments, Algorand just dropped its most AI-forward development toolkit yet.