19 mins read AI Agent Design Patterns: How to Choose the Right One Agentic design patterns decide how an AI agent reasons, acts, and hands off work. The... Gidi Freud
14 mins read Why AI Agent Orchestration Needs Runtime Context Between Agents Every multi-agent system depends on one agent handing its output to the next, and nothing... Avrish
14 mins read Why AI Agent Architecture Needs a Runtime Context Layer Every AI agent architecture diagram shows the same five layers: perception, memory, reasoning, action, and... Avrish
17 mins read Why Static Reachability Isn’t Enough for CVE Remediation Most CVE remediation tools can tell you that a vulnerability could be exploited. Few can... Avrish
7 mins read Why Internal Agents Must Be Rebuilt with Runtime Context As we entered 2026, enterprises raced to build internal AI engineering agents, automating incident response,... Gidi Freud
21 mins read SDLC Phases and the Reliability Gap AI Can’t Close Decisions in each SDLC phase from planning to design, development, testing, deployment, and maintenance are... Avrish
