Why Buzz Agents Drift, Burn Tokens, or Stop Working — And How We Control It

Evidence level — documented operating pattern: the drift, retry, and silent-failure examples describe conditions this operating model is designed to detect. They do not state how often those failures occur across the market.

Evidence level — causal explanation: the token-waste discussion identifies mechanisms such as repeated work without a durable state check. It does not claim a measured savings percentage or guaranteed cost reduction.

Evidence level — delivery control: bounded workflows, owner gates, receipts, rollback read-back, and stabilization are controls included in the delivery model. Their result still has to be proved for each installation with its own acceptance receipts.

Drift starts when agents have broad goals instead of bounded jobs. A workflow says 'follow up with leads' but never defines timing, stop rules, owner review, or what counts as success.

The agent then invents policy at runtime. That is how teams end up with duplicate work, side effects nobody approved, and a lot of activity that nobody can verify afterward.

Token burn usually comes from loops that do not read state before acting: repeated retries, repeated summaries, repeated routing, or repeated work on the same blocked step.

A healthy workflow reads the durable job record first. If the work is already done, already blocked, or still waiting on an owner gate, it does not keep spending tokens to rediscover that fact.

Silent failure happens when there is no heartbeat, no attributable receipt, or no clear owner for the next action. The workflow dies, the queue stalls, and the owner only discovers it after a customer or task goes cold.

This is why proof is operational, not decorative. A visible success card without a fresh artifact or read-back is not enough.

We bound the workflow first: one job, one accountable owner, one authority model, one proof contract, and one public offer. Consequential steps stop at owner gates, and every accepted action has a receipt attached.

Then we stabilize. The current Founder Install includes the approved Blueprint, the minimum workforce, acceptance tests, rollback-safe read-back, and a 14-day window to fix failures before handoff.