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YOLO11n 모델 학습 결과(v4, v5)를 정리하여 프로젝트에 추가합니다.
TO-DO
- [x] v4 학습 결과 업로드
- [x] v5 학습 결과 업로드
비고
- Model: YOLO11n
- 결과 저장 위치: results/
- 버전별 폴더(v4, v5)로 관리
- 모델 파일(.pt)은 별도 공유 예정
Problem
The context token indicator at the bottom of the chat area shows \N / 32,768 tok\ with a thin progress bar. The bar
never appears to move because:
1. Poor token estimator — \Math.ceil(str.length ...
Part of the perf-engineering epic #864. A batch of correctness + ergonomics fixes to the gold-workload runner found
while dogfooding it on large corpora.
1. Buffered logging (don t contaminate the numbers) ...
performance
Finding
Reported by: code-reviewer + security-reviewer (PR #643 review)
File: bootstrap/get_app_token.sh line 41-44 Severity: LOW — permission gate bypass on stat failure
Description
_env_mode=$(stat ...
bug
needs-ai
Finding
Reported by: security-reviewer (PR #643 review)
File: bootstrap/get_app_token.sh line 67 Severity: LOW — CWE-59, fail-open fallback
Description
_resolved_pem=$(python3 -c import os,sys; print(os.path.realpath(sys.argv[1])) ...
bug
needs-ai
Problem
Only http/llm/callable/demo adapters exist; integrating an existing agent/RAG pipeline needs hand-written boilerplate
even when teams already expose a .query/.invoke method.
Proposal
- Add ...
extensibility
integration
sev:minor
v1.1
Problem
Docs are hand-written .md files with no mkdocs/Sphinx config and no docstring-generated API reference; rich config
surfaces (config.yaml, rubric.yaml, personas.yaml, redteam profiles) are hard ...
docs
dx
sev:minor
v1.1
Problem
Custom-code assertion scorers support a safe AST-checked expr mode and a subprocess mode. In service mode subprocess has
no seccomp/AppArmor, no read-only rootfs, no capability drops, so a malicious ...
hardening
security
sev:major
v1.1
Problem
ci.yml and publish.yml emit no SBOM, no pip-audit/grype CVE scan, no license audit, and no provenance attestation
(confirmed: NONE in workflows). Transitive trees (anthropic/openai/jinja2, optional ...
ci
procurement
security
sev:blocker
v1.1
Problem
The breach/rubric judge is an LLM calibrated once; runs do not pin judge model/version/temperature/system-prompt hash,
there is no canary set that must always breach, and cross-run comparisons ...
calibration
measurement
sev:major
trust
v1.1

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