Layout: sparse Headlines:
context engineering
file system
infinite memory! Visual Concept: Michi the cat holding a magical glowing folder that opens up into an infinite corridor of organized files. Hook: "Why your Agent needs a Filesystem"
Layout: comparison Headlines:
Context Failures
Too many tokens
Hard to find info Visual Concept: Michi looking overwhelmed by a mountain of papers (tokens) vs. Michi happily pulling one specific sheet from a neat cabinet.
Layout: flow Headlines:
Filesystem = Infinite Context
Store -> Search -> Read Visual Concept: A circular flow diagram where Michi writes to a "Disk", then uses a magnifying glass (grep) to find it, then reads it with a smile.
Layout: dense Headlines:
Semantic Search vs. Grep
Fuzzy matching (Hit or Miss)
Exact lookup (Precise) Visual Concept:
Left: Michi confused by a blurry map (Semantic).
Right: Michi using a coordinate GPS (Grep/LS) to find exact location.
Layout: lush Headlines:
Agents that Learn
User Feedback -> Saved File
Total Recall Visual Concept: Michi writing in a diary labeled "User Preferences". Soft glow, very cozy atmosphere.
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