Articles
Build logs, concept explorations, and technical writing. Entity memory, governed AI, emerging patterns from the infrastructure layer.
Your Agents Know Things. They Just Don't Tell Each Other.
Every workflow learns something. No workflow shares it. This is where organizational intelligence goes to die.
Agent MemoryMulti-Agent SystemsEnterprise AIAI ArchitectureKnowledge Sharing12 min readDogfooding governed memory: building smart notifications for our own product
I installed our own SDK as a customer with a standard API key. No internal shortcuts. This is what I built and what happened.
Build LogNotificationsSignalEntity Memory4 min readWhat's Relevant? What Do We Know? What Are the Rules?
Three questions that reveal whether your AI agents have what they need — or whether you're building on gaps.
Agent MemoryGovernanceRAGArchitecturePersonize13 min read7 Patterns for Building Governed AI Knowledge Bases
A response to The New Stack's excellent taxonomy. They got six right. Here's the pattern nobody's building yet, and a practical blueprint for how to build it.
Agent GovernanceKnowledge BasesArchitectureEnterprise AI11 min readAmazon, LinkedIn, and the Race to Build Agentic Knowledge Bases (Part 2)
Google, Microsoft, and Salesforce are each solving a piece of the agent governance puzzle. Here's what the pattern reveals — and the gap nobody has closed.
Agent GovernanceKnowledge BasesEnterprise AIGoogleMicrosoftSalesforce8 min readAmazon, LinkedIn, and the Race to Build Agentic Knowledge Bases (Part 1)
The biggest companies in tech are converging on the same conclusion: AI agents without organizational knowledge are a liability.
Agent GovernanceKnowledge BasesEnterprise AILinkedInAmazon6 min readWho's Actually in Charge of Your AI Agents?
Same company, same task, three different AI agents, three completely different answers. Your customers notice. Do you?
GovernanceEnterprise AIAgent Management8 min read3 Shortcomings of RAG as a Memory
The gap between 'stored' and 'remembered' is where agent quality lives.
RAGAgent MemoryArchitecture5 min readWhy Agents Fail Without Memory
If your AI agents forget everything between conversations, they're not agents — they're expensive autocomplete.
Agent MemoryEnterprise AIArchitecture9 min read