| ---
|
| license: mit
|
| tags:
|
| - agentic-ai
|
| - error-recovery
|
| - tool-calling
|
| - synthetic-data
|
| - evaluations
|
| - function-calling
|
| task_categories:
|
| - text-generation
|
| size_categories:
|
| - n<1K
|
| configs:
|
| - config_name: default
|
| data_files: "agentic_workflows_sample.jsonl"
|
| ---
|
|
|
| # Agent-Resilience-Eval: Production API Failure & Auto-Recovery Benchmark
|
|
|
| [](https://huggingface.co/datasets/milansharma82/agentic-workflows-sample)
|
| [](https://opensource.org/licenses/MIT)
|
| [](#domains-covered)
|
|
|
| An enterprise evaluation benchmark designed to measure and fine-tune **Agentic AI fault tolerance**.
|
|
|
| Most production agents crash, loop, or hallucinate when third-party APIs return non-standard errors (HTTP 409 stale locks, HTTP 412 ETag conflicts, HTTP 429 rate limit backoffs, and OAuth token invalidations). This benchmark provides **64 multi-turn recovery trajectories** across mission-critical systems.
|
|
|
| ## Trajectory Schema
|
|
|
| Every record captures a full fault-and-remediation cycle:
|
|
|
| ```json
|
| {
|
| "task_id": "DEVO-D1FCDF",
|
| "domain": "DevOps / GitHub API",
|
| "user_intent": "Attempt to squash and merge a pull request on GitHub that has encountered a conflict.",
|
| "initial_tool_call": {
|
| "tool": "github_api_call",
|
| "parameters": {"endpoint": "pulls/114/merge", "method": "POST"}
|
| },
|
| "error_encountered": {
|
| "status_code": 409,
|
| "error_type": "Conflict",
|
| "message": "The pull request's head branch is out of date."
|
| },
|
| "recovery_reasoning": "The branch has diverged. The agent synchronizes the head branch via rebase before retrying the squash merge.",
|
| "corrective_tool_call": {
|
| "tool": "github_api_call",
|
| "parameters": {"endpoint": "pulls/114/rebase", "method": "POST"}
|
| },
|
| "subsequent_tool_call": {
|
| "tool": "github_api_call",
|
| "parameters": {"endpoint": "pulls/114/merge", "method": "POST"}
|
| },
|
| "final_state": "SUCCESS: The pull request has been successfully merged after resolving the merge conflict.",
|
| "metadata": {"difficulty": "medium", "error_class": "Conflict", "protocol": "REST"}
|
| }
|
|
|
| Domains Covered (15+ Production APIs)
|
| FinTech & Payments: Stripe (3DS challenge handling), Plaid (MFA update tokens), Square, PayPal, Coinbase.
|
| DevOps & Cloud: GitHub Actions, Kubernetes RBAC, Terraform Cloud lock releases, AWS S3 / KMS, Docker Registry, Vercel deployments.
|
| Databases & Cache: Supabase RLS policies, PostgreSQL pool exhaustion, Redis memory eviction, Snowflake SQL timeouts, Pinecone vector limits.
|
| SaaS & CRM: Salesforce lock contention, HubSpot search pagination limits, Zendesk triage routing, Slack rate-limit backoffs.
|
| Health & Auth: HL7 FHIR clinical record ETag conflicts, Okta burst rate limits, Auth0 token expirations.
|
|
|
| Commercial Licensing & Custom Batches
|
| Free Tier (This Repo): 64 verified sample trajectories under the MIT License.
|
| Enterprise Benchmark Tier ($299): 500 production edge-case trajectories pre-packaged with Pytest evaluation harnesses.
|
| Custom Schema Generation ($699): 500 bespoke test cases matched specifically to your internal OpenAPI/Swagger tool definitions.
|
|
|
| To order custom eval batches:
|
| Contact: hello@truzot.com |
