Unbidden AI
Writing on AI memory, developer workflows, and what we're building.
Your AI forgets everything between sessions. Here's how Engram fixes that — and why compound context changes how you work with AI tools.
Every session starts from zero. The hidden tax of re-explaining context is larger than most developers realize — and it compounds.
Flat document stores retrieve by keyword. Knowledge graphs retrieve by meaning, relationship, and recency — here's why that matters for AI context.