alt Hacker NewsI 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?
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Can't you get recency just from git blame? Editors already show you each source line's last-touch age, even in READMEs, and even though this can get obfuscated (by reformatters, file moves, etc.) it's still a decent indicator.
I'm not sure. You don't use a single context.md file, you use multiple and add them when relevant in context. AIs adjust these as you need, so they do "evolve". So what you try to achieve is already solved.
These two videos on using Claude well explain what I mean:
1. Claude Code best practices: https://youtu.be/gv0WHhKelSE
2. Claude Code with Playwright MCP and subagents: https://youtu.be/xOO8Wt_i72s