I still do, but having this allows for strategies like memory decay for older information. It also allows for much more structured searching capabilities, instead of opening file which are less structured.
.md files work great for small projects. But they hit limits:
1. Size - 100KB context.md won't fit in the window
2. No search - Claude reads the whole file every time
3. Manual - You decide what to save, not Claude
4. Static - Doesn't evolve or learn
Recall fixes this:
- Semantic search finds relevant memories only
- Auto-captures context during conversations
- Handles 10k+ memories, retrieves top 5
- Works across multiple projects
Real example: I have 2000 memories. That's 200KB in .md form. Recall retrieves 5 relevant ones = 2KB.
And of course, there's always the option to use both .md for docs, Recall for dynamic learning.
Does that help?
.md files work great for small projects. But they hit limits:
1. Size - 100KB context.md won't fit in the window 2. No search - Claude reads the whole file every time 3. Manual - You decide what to save, not Claude 4. Static - Doesn't evolve or learn
Recall fixes this: - Semantic search finds relevant memories only - Auto-captures context during conversations - Handles 10k+ memories, retrieves top 5 - Works across multiple projects
Real example: I have 2000 memories. That's 200KB in .md form. Recall retrieves 5 relevant ones = 2KB.
And of course, there's always the option to use both .md for docs, Recall for dynamic learning.
Does that help?