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Problem Repeated research queries incur redundant external AI usage costs and latency. Proposed Solution Add clean LRU caching for static legal queries/responses.
gssoc
type:feature
type:performance
type:refactor

What Python FastAPI microservice wired into the acquiring-service payment flow via FraudScoringPort. LangGraph StateGraph pipeline: describe → retrieve → rerank → score - describe — builds features_text ...
feat

Problem FastAPI /health endpoint is trivial and doesn t check downstream database or APIs. Proposed Solution Extend status returns to check database connections and Groq/Gemini responsiveness.
gssoc
type:design
type:feature
type:performance

Problem FastAPI legal chatbot is susceptible to system prompt bypasses and jailbreaks. Proposed Solution Inspect incoming text query payloads for injection patterns and reject/sandbox them.
gssoc
type:feature
type:performance
type:security

I/O Safety Kit for OSS covers both sides of AI-assisted maintenance: scoped agent input and privacy-safe output promotion.\n\nUpdate public docs, CLI naming, and examples so the project reads as an OSS-wide ...

고객 Claims 화면에 의료청구, 자동차사고, 보상현황, 보상이력, 실익분석이 한꺼번에 표시되어 데모 조작성이 떨어집니다. 기능별 라우트와 네비게이션으로 분리합니다.

Summary The NuGet packages.lock.json parser fails when a lockfile contains dependency entries with the Project or CentralTransitive type. NuGet lockfiles can contain these dependency types in addition ...

Target - docs/evaluation/private_real_eval_baseline_report.template.md Problem The private real-eval baseline report template still names a legacy direct module runner and does not explicitly bind ...

Problem Incorrect SQL migration file names or formatting breaks Spring Boot bootups. Proposed Solution Add a runner checking naming patterns like V[0-9]+__*.sql.
gssoc
type:feature
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