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Pull requests: strands-agents/evals
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feat: add support for Claude agents to OpenInference mapper
area-tracing
Trace/session ingestion: providers, session mappers, extractors, telemetry/OTEL
enhancement
New feature or request
feat: add integration tests for ADK mapper
area-tracing
Trace/session ingestion: providers, session mappers, extractors, telemetry/OTEL
chore
Maintenance tasks, dependency updates, CI changes, refactoring with no user-facing impact
fix: scope tools to owning agent in multi-agent traces
area-evaluators
Evaluators: output, trajectory, tool use, interactions, and LLM-as-judge quality metrics
area-tracing
Trace/session ingestion: providers, session mappers, extractors, telemetry/OTEL
bug
Something isn't working
#336
opened Jul 30, 2026 by
liramon2
Contributor
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9 tasks done
ci: bump pypa/gh-action-pypi-publish from 1.14.0 to 1.14.2
area-community
Repo health, governance, contributor process, release process, and CI dependency bumps
chore
Maintenance tasks, dependency updates, CI changes, refactoring with no user-facing impact
dependencies
Pull requests that update a dependency file
github_actions
Pull requests that update GitHub Actions code
#333
opened Jul 30, 2026 by
dependabot
Bot
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feat: add skill-level evaluators for skill-equipped agents
area-evaluators
Evaluators: output, trajectory, tool use, interactions, and LLM-as-judge quality metrics
enhancement
New feature or request
#330
opened Jul 28, 2026 by
sangminwoo
Collaborator
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9 tasks done
feat(experiment): add opt-in model routing for evaluators
area-core
Core eval framework: Case, Experiment, task handler, evaluation data stores
area-evaluators
Evaluators: output, trajectory, tool use, interactions, and LLM-as-judge quality metrics
enhancement
New feature or request
#325
opened Jul 23, 2026 by
pdebjyot
Contributor
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4 tasks done
ci: update pre-commit requirement from <4.6.0,>=3.2.0 to >=3.2.0,<4.7.0
area-community
Repo health, governance, contributor process, release process, and CI dependency bumps
chore
Maintenance tasks, dependency updates, CI changes, refactoring with no user-facing impact
dependencies
Pull requests that update a dependency file
python
Pull requests that update python code
#321
opened Jul 22, 2026 by
dependabot
Bot
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fix: convert Langfuse AGENT observations regardless of parent
area-tracing
Trace/session ingestion: providers, session mappers, extractors, telemetry/OTEL
bug
Something isn't working
#314
opened Jul 15, 2026 by
poshinchen
Contributor
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7 of 9 tasks
fix: add GenericGenAISessionMapper for dict spans with unrecognized scope
area-tracing
Trace/session ingestion: providers, session mappers, extractors, telemetry/OTEL
bug
Something isn't working
#309
opened Jul 13, 2026 by
ybdarrenwang
Collaborator
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9 tasks done
test(redteam): cover RedTeamCase metadata sync and _build_system_prompt assembly
area-redteam
Red teaming: adversarial generation, attack strategies, attack success evaluation
chore
Maintenance tasks, dependency updates, CI changes, refactoring with no user-facing impact
#301
opened Jul 7, 2026 by
zeroshotmind
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9 of 11 tasks
feat(redteam): reframe attacker prompts to survive aligned attacker models
area-redteam
Red teaming: adversarial generation, attack strategies, attack success evaluation
enhancement
New feature or request
#298
opened Jul 2, 2026 by
kevmyung
Contributor
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6 of 9 tasks
fix(redteam): separate errored attacks from breaches in ASR
area-redteam
Red teaming: adversarial generation, attack strategies, attack success evaluation
bug
Something isn't working
#296
opened Jul 2, 2026 by
kevmyung
Contributor
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7 of 9 tasks
fix(redteam): reset target session between PAIR/SequentialBreak iterations
area-redteam
Red teaming: adversarial generation, attack strategies, attack success evaluation
bug
Something isn't working
#292
opened Jul 1, 2026 by
kevmyung
Contributor
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9 tasks done
feat(redteam): redesign risk categories for agent-centric evaluation
area-redteam
Red teaming: adversarial generation, attack strategies, attack success evaluation
enhancement
New feature or request
#290
opened Jul 1, 2026 by
kevmyung
Contributor
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9 tasks done
ci: update opentelemetry-instrumentation-langchain requirement from <0.62.0,>=0.40.0 to >=0.40.0,<0.63.0
area-community
Repo health, governance, contributor process, release process, and CI dependency bumps
chore
Maintenance tasks, dependency updates, CI changes, refactoring with no user-facing impact
dependencies
Pull requests that update a dependency file
python
Pull requests that update python code
#288
opened Jun 29, 2026 by
dependabot
Bot
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feat: add model-output corruption effects
area-chaos
Chaos/fault injection: experiments, recovery strategy, partial completion, failure communication
enhancement
New feature or request
#284
opened Jun 24, 2026 by
venkatkrish543re
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1 of 9 tasks
ci: update langfuse requirement from <4,>=2.0.0 to >=2.0.0,<5
area-community
Repo health, governance, contributor process, release process, and CI dependency bumps
chore
Maintenance tasks, dependency updates, CI changes, refactoring with no user-facing impact
dependencies
Pull requests that update a dependency file
python
Pull requests that update python code
#283
opened Jun 24, 2026 by
dependabot
Bot
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ci: update mypy requirement from <2.0.0,>=1.15.0 to >=1.15.0,<3.0.0
area-community
Repo health, governance, contributor process, release process, and CI dependency bumps
chore
Maintenance tasks, dependency updates, CI changes, refactoring with no user-facing impact
dependencies
Pull requests that update a dependency file
python
Pull requests that update python code
#282
opened Jun 24, 2026 by
dependabot
Bot
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chore(detectors): added async detectors execution (WIP)
area-detectors
Failure detection and root cause analysis of agent sessions
chore
Maintenance tasks, dependency updates, CI changes, refactoring with no user-facing impact
#277
opened Jun 17, 2026 by
poshinchen
Contributor
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7 of 9 tasks
feat(experiment): add verbosity-aware stack traces to evaluation error reasons
area-core
Core eval framework: Case, Experiment, task handler, evaluation data stores
area-devx
Developer experience: papercuts, confusing public APIs, error messages, ergonomics, usability
enhancement
New feature or request
#268
opened Jun 15, 2026 by
AndyMc629
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9 tasks done
Feature/skills aggregator: add SkillEvalAggregator for batch evaluation comparisons
area-evaluators
Evaluators: output, trajectory, tool use, interactions, and LLM-as-judge quality metrics
enhancement
New feature or request
#229
opened May 14, 2026 by
venkatkrish543re
•
Draft
feat: Add EvaluationPlugin for agent invocation evaluation and retry
area-core
Core eval framework: Case, Experiment, task handler, evaluation data stores
area-evaluators
Evaluators: output, trajectory, tool use, interactions, and LLM-as-judge quality metrics
enhancement
New feature or request
#166
opened Mar 18, 2026 by
afarntrog
Contributor
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5 of 7 tasks
feat: add OTel test semantic convention attributes to Experiment spans
area-core
Core eval framework: Case, Experiment, task handler, evaluation data stores
area-tracing
Trace/session ingestion: providers, session mappers, extractors, telemetry/OTEL
enhancement
New feature or request
feat: Optional Case specific Goal for GoalSuccessRateEvaluator
area-evaluators
Evaluators: output, trajectory, tool use, interactions, and LLM-as-judge quality metrics
enhancement
New feature or request
#75
opened Dec 17, 2025 by
dbermuehler
•
Draft
7 tasks
feat: add Core eval framework: Case, Experiment, task handler, evaluation data stores
area-evaluators
Evaluators: output, trajectory, tool use, interactions, and LLM-as-judge quality metrics
enhancement
New feature or request
ContextualFaithfulnessEvaluator
area-core
#64
opened Dec 7, 2025 by
stefanoamorelli
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7 tasks done
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