Triage loop · 2 min read · Updated 2026-10-03
Instrument with an agent
A coding agent can create the project, mint a development key, and check that the first event arrived. You confirm each create, and you wire the SDK.
Talaria's hosted MCP is how a coding agent shares your project. It reads the same docs this site publishes, creates a development key after you agree, and later pulls the error, the trace, and the session when you are fixing a release. Dashboard AI — Investigate on an issue, Explain on an event, Analyse on a replay — is a separate assistant inside the dashboard.
The loop
- The agent calls
docs_getonguides/add-talaria-with-an-agent, then searches the SDK docs for your stack. - You connect MCP (OAuth, or a personal token from Settings → Integrations). The agent calls
get_connectionand tells you which user and organization it sees. - You say yes. The agent calls
setup_projectwithconfirmed: true. That turns tracing on and returns one development key. - You put the key in env or the equivalent define. The SDK does not send an environment — the key decides it. Send a release version or commit SHA.
- For a browser, React, or Next app, upload source maps for that same release. The walkthrough is Upload JavaScript source maps. The upload key has scope
releases:writeand stays out of the browser bundle. - The agent calls
send_test_event, thensearch_errorsorsearch_eventswithenvironment: development.
What the agent can read later
- MCP can list issues, open one error, open the trace, and list sessions in an environment.
- It can list feature flags, turn a flag off, or set a percent rollout. Segments and experiments stay in the dashboard.
- It does not run dashboard AI. Investigate, Explain, and replay analysis stay on the issue, event, and replay pages.
Where to start
Humans and agents use the same playbook: Add Talaria with an agent. JavaScript source maps are uploaded for the release. Cursor setup is on the Cursor page. The product story is Agents.
Related guides
Instrumenting an app · 5 min
Instrumenting an appFour signals, one checkout, and a rule for every line of application code: capture, span, track, breadcrumb — or leave it alone.
Triage loop · 3 min
Performance alerts and AI on tracesAlerts notice when RED crosses a line you set. Dashboard AI reads the issue, the replay, and the trace. Your coding agent uses MCP for the same evidence in the IDE.
Triage loop · 3 min
From error to trace to replayPerformance without grouping is a chart. Grouping without traces is a stack. Replay without either is a video. Talaria joins all three on one issue.