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AgentsJul 15, 20264 min read
The Agentic Memory Stack Is Fracturing: What Builders Need to Know Now
Three converging signals this week reveal a maturing but fragmented agentic infrastructure: knowledge-graph memory tools are too heavy for most use cases, Vint Cerf is drafting identity standards for agents on the open internet, and OpenAI is telling enterprises to measure ROI in 'useful work per dollar.' Here is what the stack actually looks like right now.
AgentsJul 2, 20262 min read
ScarfBench Tests AI Agents on Real Enterprise Java Migrations
IBM Research's ScarfBench gives AI agents a concrete, high-stakes coding task: migrating enterprise Java frameworks. Here is what the benchmark reveals about where agents actually stand on production-grade refactoring work.