Give Agents Capability Leases, Not Root Access
Reliable agent systems do not just decide well. They constrain what can be decided, when, and with which tools.
#context-engineering
2 transmissions tagged #context-engineering
Agent Memory Should Not Be a Transcript Dump
Long-horizon agents do not fail because they forget everything. They fail because they remember the wrong things in the wrong format at the wrong time.