Agent without memory
reads to find outTokens read0
Outcome
Running…
Field demo · replay
Same task. Two agents.
Both agents get the same request in Cairn's own repository. The one on the left has no memory. The one on the right has Cairn. Watch what each reads, what each misses and what it costs.
You asked
Agent with Cairn
asks firstTokens read0
Outcome
Running…
Tokens saved—
Without memory—
With Cairn—
A replay, not a live run. File names, dependents, commits, requirements and memories come from Cairn's own repository and real cairn impact output; token counts are estimated from file sizes, and some tool output is abridged.