Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
Akto work spans multiple hook lifecycles, streaming state management, response buffering, and model-routing configuration, creating broader integration and regression risk. The onboarding bug is comparatively localized to authentication-header handling across the unauthenticated UI flow.
}
https://github.com/berriai/litellm/issues/31881 4:1 https://github.com/berriai/litellm/issues/34659

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The right task is harder because it likely spans dashboard controls, configuration plumbing, validation, and compatibility testing across OCI deployment modes, while the left appears confined to a localized normalization and billing correction with focused regression coverage.
}
https://github.com/berriai/litellm/issues/25688 3:1 https://github.com/berriai/litellm/issues/35194

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The right issue is harder because it likely requires tracing and correcting cross-provider request translation, tool-schema normalization, and compatibility behavior across multiple execution paths, with broader regression risk. The left issue appears more localized to configuration precedence and validation messaging, with a narrower implementation and test surface.
}
https://github.com/berriai/litellm/issues/27454 4:1 https://github.com/berriai/litellm/issues/31968

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
#28732 requires cross-cutting proxy-routing integration, external-service handling, failure and caching policies, configuration design, and security/reliability validation. #33780 is a localized S3 callback enhancement spanning request signing, configuration, and focused tests, so it has substantially lower scope and risk.
}
https://github.com/berriai/litellm/issues/28732 5:1 https://github.com/berriai/litellm/issues/33780

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The right issue spans authentication policy, key lifecycle behavior, notification delivery, user identity data, and error-handling changes across multiple proxy surfaces, creating substantially more integration and security risk. The left issue is comparatively localized: extending routing configuration and threading per-group values through existing lookup and filtering paths.
}
https://github.com/berriai/litellm/issues/32375 3:1 https://github.com/berriai/litellm/issues/33960

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The right-hand issue is harder because it involves provider-specific schema translation, strict validation behavior, and tool-calling compatibility across Bedrock model variants; the left-hand issue is comparatively narrower and likely localized to identifier normalization or validation.
}
https://github.com/berriai/litellm/issues/28358 3:1 https://github.com/berriai/litellm/issues/26398

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The right issue requires a bounded provider-specific SDK change plus regression coverage, while the left issue has no actionable technical specification and appears lower-scope. The right is therefore moderately harder to implement.
}
https://github.com/berriai/litellm/issues/34111 3:1 https://github.com/berriai/litellm/issues/35454

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The security issue is harder because it requires root-cause investigation, threat-model validation, robust financial-accounting fixes, and broad regression testing across proxy enforcement paths. The feature is comparatively bounded to provider registration and image-routing integration.
}
https://github.com/berriai/litellm/issues/28033 3:1 https://github.com/berriai/litellm/issues/30308

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The left requires broader API-surface partitioning, schema ownership, compatibility handling, and integration across proxy exposure paths. The right is a more localized pricing-state consistency fix with targeted regression coverage.
}
https://github.com/berriai/litellm/issues/26679 3:1 https://github.com/berriai/litellm/issues/30081

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The guardrail fix requires cross-format multimodal handling, provider-specific payload construction, edge-case validation, and integration coverage; the CLI change is a localized repetitive configuration update with straightforward regression tests.
}
https://github.com/berriai/litellm/issues/35332 5:1 https://github.com/berriai/litellm/issues/27791