What is Tessary's cost_drift classifier?

It detects a call site spending more per turn than its own history says it should, with token counts attached as evidence. The comparison is always against that call site’s own past, never a fixed dollar figure.

The increases it exists for don’t throw errors: an agent paying for more context than it used to, extra retries nobody counted, a cache that stopped being hit. Nothing in the stack notices until the bill does.

Sudden jumps and slow creep both register, and a drop in cost shows up as clearly as a rise, which is worth as much: spend falling off a cliff usually means a call stopped happening. A detection writes a finding, and triage decides whether it’s a real deviation before it becomes anyone’s problem.

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Two ways to run Tessary.

Tessary is an open-source agent reliability platform. Cloud and self-hosted run the same workflow on the OpenTelemetry traces your agent already emits.

Tessary Cloud

We host it for you. Send your first trace with nothing to deploy and no model key.

what's includedper organization
traces
10,000 per calendar month
stored trace data
1 GB
retention
30 days
model credit
$10, one-time, for triage and root-cause analysis
credit card
not required

Self-hosted Tessary

Run the open-source code on your own infrastructure with one command. Add your own model key for triage and root-cause analysis.

Self-host Tessary for me by following https://github.com/tessaryai/tessary/blob/main/setup.md

docker compose -f oci://docker.io/tessaryai/tessary:compose up -d -y