Unverified50% confidenceFactExact time
Three types of tools are designed in the project: code search tools, code modification tools and code verification tools, corresponding respectively to the loop of perception, action and verification.
1
Sources
50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
Agent Design in Practice: AI Agent and Tool Design Principles from an Auto Bug-Fixing Project
bilibiliecho_DM10/17/2026
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Related Claims
UnverifiedPerforming code audits on third-party Skills or scanning them with automated static analysis tools such as Bandit or Semgrep before going live is a basic requirement for enterprise-level projects.76% similarUnverifiedThe development of code analysis tools has gone through three main stages: first-generation static code analysis tools, second-generation dynamic analysis and security scanning, and third-generation AI-integrated tools.75% similarUnverifiedThe 'generate—verify—fix' closed-loop technology consists of three stages: code generation (the model produces candidate implementations based on requirements), static or dynamic checking (syntax parsing, type checking, running test cases, or model review), and feeding the check results back to the model for correction and regeneration.72% similarUnverifiedThe generated code can accomplish three types of tasks: benchmarking, recommending configurations, and comparing deployment options.72% similar
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