Score Retrieval Chunks Before the Model Sees Them
Score retrieval chunks before the model sees them so weak context drops early and agent answers stop trusting the first similar paragraph.
Score retrieval chunks before the model sees them so weak context drops early and agent answers stop trusting the first similar paragraph.
Snapshot agent working memory before long tools so retries resume from a known state and long tool calls stop erasing the plan mid-run.
Sandbox agent file writes behind a path allowlist so tool calls cannot wander into secrets dirs and write scope stays reviewable in PRs.
Pin model versions in agent config like dependency locks so silent alias bumps stop shipping mystery behavior with every merge.
Rotate agent tool tokens on a weekly calendar hold so forever keys shrink and rotation becomes maintenance instead of an incident scramble.
Log tool-call latency budgets for each agent step so slow tools show up in metrics before users blame the model for a stuck turn.