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Deploy and test failures end with a Root Cause line naming the actual error: uv's own lines for build failures, the container's logged error for a replica that never comes up. canyonos test waits for the deploy's verdict instead of a fixed 60s and includes root_cause in --json.
canyonos clean now also removes the CanyonOS skill installed in the project and the .env keys canyonos serve wrote; your own .env lines stay.
canyonos stop and canyonos quit now stop and remove the dashboard containers regardless of the directory they're run from.
Removed
canyonos test --stub-llm and --stub-text. Test runs always use the real LLM gateway.
Fixed
Deploys on Apple Silicon no longer build amd64 images that run under Rosetta; the configured Docker platform now reaches the image build.
Dashboard startup now uses the resolved container images consistently, instead of sometimes using raw shell environment values.
Deploy progress no longer reports certain dashboard startup log-export messages as errors.
Core
New
Docker containers now have resource bounds applied.
Improved
Replica ids are now stable ({agent}-{replica_index}) instead of random, so a recreated replica keeps its id and the dashboard's replica count no longer grows with every recreation.
Workflow replica logs and failure entries now report "Workflow" as their source, and controller logs are now captured and surfaced as "Global Controller".
Scaling now reacts and cools down faster (about 20s instead of 50s).
Controller readiness timeout increased (3 to 6 minutes) to reduce premature readiness failures.
Local image builds are faster: builds use the local machine's native architecture when running fully locally, and images ship precompiled bytecode for quicker deploys.
Fixed
Removed hardcoded price multipliers.
Fixed a bug where agent calls made from app-started threads (e.g. parallel graph branches) lost their request id, causing telemetry to be dropped and stale data to accumulate.
Fixed telemetry data occasionally being lost or cleanup failures not being retried: request data is now cleaned up only after telemetry has been confirmed delivered.
API
New
Added monitoring endpoints for viewing project replicas and their health, queue length, and active request counts.
Added an endpoint to discover workflow replicas that expose a public API.
Trace details now include model, token, cost, input, and output information for LLM calls.
Improved
Resource utilization is now grouped by agent name for clearer monitoring.
Web
New
Added a header toggle to switch between light and dark themes; the choice is remembered across visits, and follows the system setting when none is saved.
Desktop sidebars can now be resized with a drag handle or keyboard controls, and can be collapsed and reopened.
Added a Status screen per project, showing a running badge, the workflow endpoint with curl examples, summary tiles, and the containers list grouped by agent.
The project sidebar now opens projects on the Status screen and groups navigation into Monitoring (Costs, Traces, Errors, Metrics, Logs, LLM) and Configuration (Prompts, Scaling) dropdowns.
Added a view toggle on the Traces screen (All traces / With LLM calls / LLM calls), with the selected view reflected in the URL.
Trace rows now show an LLM column with call count and cost; LLM spans can be expanded to show model, tokens, cost, and input/output.
Added the ability to open a trace directly from an LLM call.
Improved
Updated the app's font and refreshed colors for dark and light themes.
Empty states now show the Canyon logo with a shimmer effect while loading, instead of the previous animation.
Compact warning and danger cards no longer display the muted background used by default cards.
Fixed
Time-range controls now notify of changes only when the selected value matches an available option.