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agent_workflow_baseline silently scores ~0 against tool-less agents #117
Running agent_workflow_baseline against a Foundry agent that has no tool definitions registered (FoundryAgent in the test environment) produces near-zero scores:
These look like "the agent is broken", but they actually mean "the agent doesn't have tools at all". A user new to the toolkit will misdiagnose this.
Options
A. Runner-side warning — when the dataset has tool_definitions rows but the agent doesn't expose any tools (detectable via the Foundry agent definition), log:
WARN: agent_workflow_baseline expects an agent with tool definitions. Configured agent 'FoundryAgent' has 0 tools registered. Scores will be low.
B. Doc note in docs/bundles.md and the tutorial: "Use this bundle only with agents that have the tool definitions in your dataset registered."
Reopening — PR #118 is being reverted via #119 because PR #108 (1.0 revamp) supersedes most of those fixes by deleting the systems they patched. Defects still apply; we'll re-scope against the flat agentops.yaml schema after #108 merges. See #119 for details.
Activity
Merge pull request #118 from Azure/fix/foundry-eval-quick-wins
Dongbumlee commentedon Apr 29, 2026
Fix in flight: PR #118 → develop. Will auto-close when merged.
Dongbumlee commentedon Apr 29, 2026
Reopening — PR #118 is being reverted via #119 because PR #108 (1.0 revamp) supersedes most of those fixes by deleting the systems they patched. Defects still apply; we'll re-scope against the flat
agentops.yamlschema after #108 merges. See #119 for details.