Use claude or codex cli as architect.
Use !architect-model as actor.
Use local model for scout, extraction, etc.
Read recent AI research in arxiv.
Build a system that suits your workflow based on these principles: executable verification is king, independence is mandatory, a zero-failure report is a claim to be audited, not a result to be celebrated.
Now AI Just Works™
Use claude or codex cli as architect.
Use !architect-model as actor.
Use local model for scout, extraction, etc.
Read recent AI research in arxiv.
Build a system that suits your workflow based on these principles: executable verification is king, independence is mandatory, a zero-failure report is a claim to be audited, not a result to be celebrated.
Now AI Just Works™