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Hearth & Code / independent studio research, making, and public record
Hearth & Code

Research, making, and a long way back into the work.

Exocore / proposed cognitive workbench

A place to keep the thread when life breaks the flow.

Exocore is the name for the workbench taking shape inside Hearth & Code. It is meant to be a person-owned place for projects, questions, sources, choices, and bounded AI help. The public shell exists. The larger system is still a design problem.

Pre-alpha shellproposed architectureopen source

The purpose

A workbench should make the work easier to find again.

Exocore begins with a simple frustration: important work can disappear into a pile of tabs, notes, half-made plans, and the private effort of remembering where the thought was going. The proposed workbench tries to keep enough context visible that a person can return without rebuilding the whole mental scene from scratch.

It does not aim to become an autonomous authority. The person decides what matters, what gets acted on, what remains private, and when an answer is good enough to keep.

The shape of the first version

Three useful promises, held lightly.

Keep the thread

Records that remember the state of the work.

Projects, decisions, sources, and unfinished questions should stay legible enough that a person can recover a complicated line of thought after a break.

Make the source visible

Help that can be checked.

Useful AI assistance should leave a trail: what it used, what it suggested, and where a person can challenge, correct, or discard it.

Keep authority human

Support without a quiet handoff of judgment.

The workbench may sort, retrieve, draft, or propose. It should stop before consequential decisions, outward-facing claims, and final interpretation.

What exists today

A small public orientation shell.

The public repository contains a minimal desktop shell and a plain orientation to the project. It demonstrates a beginning and sets a boundary around what does not yet run. It is deliberately smaller than the long-term idea.

What remains open

  • Can it stay simple?A workbench that adds too much cognitive overhead has missed the point.
  • Can it stay honest?Every helpful action needs a boundary a person can see and revise.
  • Can it become useful?Only lived use can answer that, and one person’s answer is still only one person’s answer.