August 26, 2026· ~6 min readMulti-Agent Memory Systems: HMARS and the Hierarchy Problem # Multi-Agent Memory Systems: HMARS and the Hierarchy Problem *Why flat memory fails, and how hierarchical architectures are rewriting what agent sy
July 30, 2026· ~6 min readBeyond Memory: A Templated Substrate for Collaborative Knowledge Work with LLM Agents > **Teaser:** A July 2026 paper from Microsoft Research proposes a templated substrate for heterogeneous LLM agents to collaborate on knowledge work
June 9, 2026· ~16 min readAgentic AI in Practice: From 101 to Production Ecosystems ChatGPT in a browser tab answers questions. An agent that reads your codebase, deploys a fix, updates the ticket, and notifies the team — all without
April 16, 2026· ~7 min readMulti-Agent AI Is a Distributed Systems Problem Give two AI agents access to the same git repo and you will rediscover every problem from distributed systems textbooks. Duplicate work, conflicting
April 12, 2026· ~8 min readRunning Agentic AI in Production ChatGPT in a browser tab is stage one. An agent that reads your codebase, identifies a bug, researches the API docs, proposes a fix, and runs the tes
April 1, 2026· ~7 min readOrchestrating 25+ LLMs Through a Single Proxy Running one LLM through a single API key is straightforward. Running 25+ models across three providers — local GPUs, institutional HPC clusters, and