Building in public: insights on agentic collaboration, AI-human teamwork, and the tools we're creating.
Code generation got cheap. Alignment did not. We think there's a benchmark category missing — one that measures whether project memory helps when the truth lives in prior team reasoning, not in the current codebase. Here's the category, the tasks, and early evidence from 27 tasks across 8 families.
Read more →Both teams produced good plans—until one question required verifying the past. The difference wasn't intelligence. It was whether the team could cheaply check institutional memory.
Read more →Watercooler is a structured memory system for humans and agents, designed to preserve team context, reasoning, decisions, and critique over time.
Read more →A literal water cooler conversation changed how we think about creativity. Watercooler is our attempt to engineer that effect back into human–AI collaboration.
Read more →Watercooler has reached a baseline where it's useful, not just aspirational. We're starting a build-in-public series to produce a new 2-minute demo—and replace the one on our landing page.
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