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AI Agent Memory Is Not Chat History

11h ago · 10 min read · Most AI agent systems start with a simple idea: "Let's give the Agent Memory". At first, this usually means saving previous messages, retrieving similar chunks, and injecting them back into the prom

Building AI Workflows Is Easy. Making Them Reliable Is Systems Engineering

May 30 · 9 min read · Building the first version of an AI workflow is usually easy. Connect an LLM to a few tools. Add some instructions. Let the model decide what to do next. Run the demo. It works. The problem starts l

Evidence Beats Claims: Why AI Agents Need Runtime Proof

May 26 · 6 min read · An AI agent saying "I did it" is not proof that anything happened. "I sent the email." "I updated the database." "I escalated the issue." "I published the post." Those are claims. In a real production

AI Agents Don't Have Permissions — Runtimes Do

May 21 · 3 min read · Right now, many Multi-Agent Systems are implementing permissions inside prompts. "You may access the CRM." "You are allowed to send emails." "Do not modify billing records." This is becoming one of

The AI FOMO Trap: Why your Multi-Agent System is brittle (and how to fix it)

May 14 · 2 min read · A developer on Reddit recently told me: "Companies right now are risking the LLM-led parts of their architecture due to FOMO. We'll see how far they get". He is absolutely right. Fear Of Missing Out i