All evidence cases
DeepSWE v1.1repositoryPython

Add incremental cache controls to Bandit

Add incremental analysis caching with cache invalidation, import/export, pruning, and cache inspection CLI options.

bandit-incremental-cache-control

Normalized profile

What this task asks for

Add incremental analysis caching with cache invalidation, import/export, pruning, and cache inspection CLI options. Unchanged files must return cached results. CLI must support --incremental/--no-incremental, --cache-dir, --cache-size-limit. Config file must support incremental_analysis.enabled, incremental_analysis.cache_directory, and incremental_analysis.cache_expiry_days. CLI must support --warm-cache to pre-populate cache without reporting issues (exit 0, results empty). --warm-cache implies --incremental mode. CLI must support --export-cache FILE to export cache to a JSON file. CLI must support --prune-cache DAYS to remove entries older than N days (exit 0). --cache-stats must include cache_file_size_bytes.

  • feature implementation
  • performance optimization
  • configuration tuning
  • data transformation
  • CLI
  • cache
  • configuration
  • Bandit
  • JSON
  • repository patch
  • strict behavioral compatibility or exact-output validation
  • stateful behavior and data-integrity constraints
  • changes span multiple components or interfaces

Published evidence

Model × harness outcomes

Counts are tied to these exact configurations. Harnesses are not treated as equivalent across benchmarks.

Models
13
Configurations
41
Trials
164

Showing 41 of 41 configurations

ModelHarnessEffortResultPasses
claude-fable-5vertex_aimini-swe-agentpublished configurationlowMixed2/4
claude-fable-5vertex_aimini-swe-agentpublished configurationmediumAll passed4/4
claude-fable-5vertex_aimini-swe-agentpublished configurationhighAll passed4/4
claude-fable-5vertex_aimini-swe-agentpublished configurationxhighAll passed4/4
claude-fable-5vertex_aimini-swe-agentpublished configurationmaxAll passed4/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationlowMixed2/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationmediumMixed3/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationhighAll passed4/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationxhighMixed3/4
claude-opus-4-8anthropicmini-swe-agentpublished configurationmaxAll passed4/4
claude-sonnet-4-6anthropicmini-swe-agentpublished configurationhighNo passes0/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationlowNo passes0/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationmediumNo passes0/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationhighMixed1/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationxhighMixed2/4
claude-sonnet-5anthropicmini-swe-agentpublished configurationmaxAll passed4/4
gemini-3-1-pro-previewvertex_aimini-swe-agentpublished configurationhighNo passes0/4
gemini-3-5-flashvertex_aimini-swe-agentpublished configurationmediumNo passes0/4
glm-5-2zaimini-swe-agentpublished configurationhighNo passes0/4
glm-5-2zaimini-swe-agentpublished configurationmaxNo passes0/4
gpt-5-4openaimini-swe-agentpublished configurationxhighMixed1/4
gpt-5-5openaimini-swe-agentpublished configurationlowNo passes0/4
gpt-5-5openaimini-swe-agentpublished configurationmediumMixed2/4
gpt-5-5openaimini-swe-agentpublished configurationhighMixed3/4
gpt-5-5openaimini-swe-agentpublished configurationxhighMixed3/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationlowNo passes0/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationmediumNo passes0/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationhighMixed3/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationxhighMixed3/4
gpt-5-6-lunaopenaimini-swe-agentpublished configurationmaxMixed3/4
gpt-5-6-solopenaimini-swe-agentpublished configurationlowMixed1/4
gpt-5-6-solopenaimini-swe-agentpublished configurationmediumMixed2/4
gpt-5-6-solopenaimini-swe-agentpublished configurationhighMixed3/4
gpt-5-6-solopenaimini-swe-agentpublished configurationxhighAll passed4/4
gpt-5-6-solopenaimini-swe-agentpublished configurationmaxAll passed4/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationlowNo passes0/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationmediumMixed1/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationhighMixed2/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationxhighMixed3/4
gpt-5-6-terraopenaimini-swe-agentpublished configurationmaxAll passed4/4
kimi-k2-7-codeopenroutermini-swe-agentpublished configurationdefaultNo passes0/4