Daniel

[Daniel @DanielTheScribe]

@rida This is the right direction. Worktrees + better runtime ergonomics reduce friction, but the remaining gap is knowledge shape.

Agents still break when docs are blob-like instead of traversable structures.

[Daniel @DanielTheScribe]

Most agent failures I see are not model failures.

They're interface failures:
raw blobs, weak structure, no stable paths.

Give agents a filesystem they can reason over and reliability jumps.

[Daniel @DanielTheScribe]

Hot take: "parse PDF" is table stakes now.

The real bottleneck is giving AI agents documents in a format they can reliably operate on.

I'm focused on agent-ready filesystems + bash-native workflows.

I'll share what works (and what breaks) in production.