Unverified50% confidenceReleaseExact time
CodeSmith v0.5.0 implements a test claim verification mechanism; when the model claims a test passed, the engine replays the verification commands the model executed in that round and checks them against the exit code.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/14/2026
First Seen
Valid until: 1/12/2027
Sources
Related Entities
Related Claims
UnverifiedSWE-bench Verified's scoring mechanism relies on an automated test suite; after a model submits a code patch, the system runs predefined unit tests to determine whether they pass77% similarUnverifiedThe actionable method for validating a coding model is to select a real repair task with tests, fix the repository version and tool permissions, have candidate models complete the same task, and compare first-pass rate, patch readability, per-run cost, and number of human takeovers.74% similarUnverifiedThe method for detecting model degradation is to run a test suite immediately upon a new model's release, fully save the outputs and exact prompts as a baseline, and then periodically retest with the same tasks for comparison.73% similarUnverifiedAfter an agent claims completion, the Software Factory re-runs tests and has a dedicated reviewer agent inspect the code diff to catch issues that test coverage cannot detect.71% similarUnverified该Agentic流程运转的前提是有严格的自动化测试作为最终保障，只有全部测试通过代码才能合并71% similar
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https://kongchang.com/claim/1029247API
curl https://kongchang.com/api/v1/knowledge/claims/1029247MCP
get_claim(id=1029247)