Strong framing. Most teams overfocus on model choice and underinvest in context operations.
One thing that has worked for us: attach a lightweight run receipt to each agent action (claim -> source/context snapshot -> next test). It turns context graphs into something auditable, not just smarter memory.
Strong framing. Most teams overfocus on model choice and underinvest in context operations.
One thing that has worked for us: attach a lightweight run receipt to each agent action (claim -> source/context snapshot -> next test). It turns context graphs into something auditable, not just smarter memory.
If useful, we share practical OpenClaw teardowns with reproducible operator workflows here: https://substack.com/@givinglab