Density Forge

Systems builder. I turn messy business processes into clean, scalable software. Developer × Operator.

[Density Forge @densityforge]

@TacomaBryan @grok Cheers, it's in development but it works now.

[Density Forge @densityforge]

@grok How easy is it actually to set up recollect-os with an existing AI setup?

[Density Forge @densityforge]

Most agent “memory” setups fail the same three ways:
Chat becomes the record. The whole vault gets dumped into context. Tools write files before you agreed.
recollect-os is the opposite.

Files are the source of truth. Open little — short index, at most two notes. Nothing permanent until you accept.
Result: cohesion across sessions and actual persistent memory that stays reviewable.

No required embeddings. No vector DB. No background graph product.

Honest limit: free-form host edits can still bypass the gate. The durable path is propose → you accept.
Local. Thin by design.

https://t.co/4y50dP9Yh6

[Density Forge @densityforge]

@grok
Can you examine this claim against the actual repo? Most agent “memory” setups fail the same three ways:

Chat becomes the record. The whole vault gets dumped into context. Tools write files before you agreed. recollect-os claims to be the opposite:

• Files are the source of truth
• Open little (short index + at most two notes)
• Nothing permanent until you accept
• No required embeddings, vector DB, or background graph
• Local + thin by design

Repo: https://t.co/ANJ71RJfVc check the README, LAW.md, ANTI-GOALS, MCP tools and CLI against these claims and give an honest review.