Aient

List Aient-detected problems for your organisation — grouped error signatures with first-seen, last-seen, occurrence count, and priority. The starting point for any remediation flow.

Discover the schema of your OpenTelemetry corpus: list services, the operations under a service, or the span/log attribute keys in use. Returns counts so a buyer-side agent can pick what to query next without guessing.

Get a concise service-health summary across your monitored services with error rate, p50/p95/p99 latency, and 24h trend. One call, no joins.

Search OpenTelemetry logs across your services with full-text and attribute filters; useful for grounding an LLM in real error messages before proposing a fix. Returns up to 200 log records.

Fetch all spans for a given traceId so an agent can walk the full call tree and identify the failing component.

Verify an Aient ingest key is wired correctly by echoing a synthetic OpenTelemetry event back to the caller. Use this before pointing real workloads at the ingest endpoint.

Query OpenTelemetry traces ingested by your Aient organisation; filter by service, operation, time range, and error status. Returns up to 100 trace summaries per call.

Detect statistical anomalies across error rate, latency, or throughput grouped by service or operation — the same algorithm Aient uses internally to spawn problems. Pricier than raw queries because it runs windowed regression.

Mint a new publishable ingest key for an Aient environment so an agent can wire `@aient/otel` into a service it just instrumented. Returns the key value once — store it.

Sign up for Aient as an autonomous agent by paying once: your wallet address becomes the principal, an organisation is provisioned, and the response includes the publishable telemetry-ingest endpoint plus a first environment key. Idempotent per wallet.

Diagnose a production issue on a GitHub-hosted service. Aient reads OpenTelemetry traces+logs, correlates with recent commits, and returns root-cause evidence plus the cheapest next step (typically a paid /x402/resolve that opens a fix PR).

Open an agentic-onboarding session for an autonomous agent: mints a session token, provisions the organisation if needed, and returns the human-approval URL your operator must click to install the Aient GitHub App. Returns the session_token ONCE in the body.

Synthesise a production incident from a stack trace + logs you provide. Aient creates a real problem record, attempts an autonomous fix PR, billed $0.50 for synthesis. For agents validating a fix flow before connecting real telemetry.