Chaining Agents Needs a Spine
Most agent chains fail because they pass work around without narrowing the task, and the Ralph loop forces actual, reliable closure.
Articles tagged: opencode
The vibes are strong with this one
Shaka reimplements PAI's personal AI architecture from scratch with different tradeoffs, and the fact that the same primitives survived the rewrite says something about the design.