knowledge-management

Dozens of papers on AI memory dropped in three months. We read them. Here's what matters: memory types, sleep-time consolidation, and why forgetting is the hardest problem.

Basic Memory's schema system lets you define what a type of note should always look like — so your AI can follow that structure automatically, every time.

Simon Willison's agentic engineering guide says writing code is cheap. We'd add: the context that makes code good is the new bottleneck.

Plain-language specs are becoming the real source code in an AI-native world. The implementation is just the binary.

While AI context windows keep expanding, cutting-edge systems achieve 46.9% token reductions by intelligently retrieving only what they need, when they need it.