Eliran Keren
Founder of Deeplica — building the coordination layer that runs the operational side of your life.
Recent Posts
You Can't Test the Space Between Agents
Forrester just named the cause of AI agent failure: not bugs, not weak models — miscoordination. Then it prescribed the cure: clearer success criteria, guardrails, evaluation discipline. Every one of those lives inside a single agent. The failure lives between them.
AI Deleted the Pauses
Mental fatigue just passed workload as the top predictor of burnout, and the people getting the most out of AI are the most burned out. The coverage says take breaks and pace yourself. That misreads the mechanism. AI didn't add work. It removed the pauses where you used to close the loop.
The Protocol War Is a Switchboard War
Google, Microsoft, Salesforce, Snowflake, and ServiceNow just lined up behind a rival agent protocol to counter Anthropic's MCP. The whole industry is racing to own how agents connect. Connection is not coordination — and the layer that tracks what agents commit to is still nobody's product.
Everyone Built the Agent. Nobody Built the Layer Above It.
In six weeks, Google, Meta, and Microsoft all shipped a proactive personal agent. Spark, Hatch, Scout. Three strategies, three price points, one shared blind spot: each one only sees inside its own walls. The layer above them is still missing.
The AI AGENT Act Solved the Wrong Problem
Senator Warner's AI AGENT Act dropped last week. The industry is treating it as the missing piece for agent governance. It isn't. They wrote the regulation for the routing problem. Nobody wrote it for the coordination problem.