Operational Context Layer: Governed Answers and Human-Approved Actions Across Chat, Tickets, Wiki and CRM

Vercel Built a Language Where Agents Patch a Graph, Not Text

Your AI PoC Works. Here's Why It Still Won't Reach Production

Never Let an AI Agent Grade Its Own Homework

This Smart-Home Agent Treats Its Own 1B Model as Untrusted Input

Sandboxing an AI Coding Agent: The Harness Owns the Boundaries

Two Kinds of Agent Memory: OKF Bundles vs. Codebase Knowledge Graphs

Replacing LeanIX failed. Sitting on top of it worked.

The Four Villains Living in Your Agent's System Prompt

Why Execution-Only AI Agents Fail

Add a Steering Layer

Your AI Agent Trusts Google More Than the Fix You Proved Last Week

Your AI agent says it's done. The research says you can't trust that.

Agent Memory Without a Vector DB: Use the Task App You Already Curate

Claude Code Stops Following Your CLAUDE.md

Read-Once Rules and Hooks

Browser-Use Is Solving the Wrong Half of the Problem

The Reasoning Model Gets Its Reasoning Capacity Back

Context Engineering Is Just File Naming