Platform / Workflows & Traces

Build reusable workflows for high-value journeys.

Traverse AI infrastructure, browsers, and APIs with reusable workflows, then record the full details of every step for review, investigation, and OpenTelemetry export.

Reusable journeysFull call tracesAI + browser + API stepsOTEL exportFocused trace storage
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workflow trace · livecheckout-ai-assist
logintokenAI planAPI callassert
3surfaces: AI, browser, API
100%step-level trace detail
OTELreview or export
24/7synthetic journey monitoring
Every event in the journey

From authentication to downstream API dependencies. Captured as a trace.

APIContext records the full journey, including each call, transition, dependency, and result, so teams can investigate failures without storing every packet of production traffic.

Journey trace · browser to AI to APIall steps captured
browser login
312ms
OAuth exchange
188ms
AI request
724ms
tool/API call
268ms
assert result
passed
OTEL export
delivered
Advanced workflows

Build complex journeys across the systems users rely on.

Complex authentication and authorization flows? AI requests that call APIs? Browser interactions with API dependencies? Any journey that matters to you is one APIContext can verify.

Reusable workflow steps across APIs, browsers, and AI infrastructure
Complex auth, authorization, and dependency handling
High-value journey validation from the outside in
checkout-ai-assist.workflowJourney
step browser.login
step oauth.exchange
step ai.plan_refund
step api.POST('/refunds')
assert response.status == 201
export trace as otel
Full call details

See the entire path each workflow took.

Every call APIContext makes is fully documented, including the route, timings, result details, and step outcomes, so teams have the information they need to investigate.

Trace every step and segment of a workflow
Capture result details for each call
Filter the journey to find the broken dependency quickly
Trace segments · last run
browser.login312mspassed
oauth.exchange188mspassed
ai.plan_refund724msslow
api.refunds268mspassed
Only store what you need

Keep focused traces without drowning in traffic data.

Storing all API traffic can be prohibitively expensive. APIContext stores the traces for the synthetic calls it makes, reducing trace volume while preserving the journeys that matter.

Store traces for monitored synthetic journeys
Reduce noisy production trace volume
Review or export focused evidence through OpenTelemetry
Trace storage · synthetic journeysfocused signal
all prod traffic
100%
monitored journeys
22%
stored traces
18%
noise reduced
75%+
Key Features

Everything you need in production.

Reusable workflows

Build once, then reuse journey steps for critical production checks.

AI infrastructure

Validate workflows that move between AI requests, tools, and APIs.

Browser dependencies

Connect browser interactions with the API calls they depend on.

Full trace detail

Capture every step, path, timing, and result for investigation.

OTEL export

Review traces in APIContext or export them to your existing observability stack.

Focused storage

Keep high-value synthetic traces without storing every production call.

Workflow traces export cleanly into OpenTelemetry, APM, incident, and engineering review tools

DatadogDynatraceSplunkGrafanaNew RelicHoneycombAkamaiPagerDutySlackOpsGenie

Start tracing the journeys that matter most.

Build reusable workflows across APIs, browsers, and AI infrastructure, then keep the evidence your teams need to diagnose issues fast.

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