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Summary
- add local serving smoke evidence builder and validator for E Tier3
- keep the readiness gate fail-closed unless retraining and automated drift evidence are also proven
- add PBT/negative ...
问题
上游课程把数学公式写成 inline code(如 `h_t = f(h_{t-1}, x_t)`),code 样式下下标、希腊字母完全不可读(上游英文站同病)。全仓 503 课散文区有 ~600 处这类伪 LaTeX 公式。
方案(渲染层,源文档零改动)
lesson.html 渲染 inline code 时做保守启发式判定,命中数学模式的 span 改走 KaTeX,其余保持 code ...
🤖 AI Security Remediation
🚨 Human approval required — please review before merging.
📊 Analysis
- Severity: HIGH
- Confidence: 85%
- Auto-fix allowed: False
📝 Summary
The use of subprocess.call ...
ai-remediation
needs-human-review
severity-high
This pull request introduces major updates to support training and evaluation on the LLaVA-150k dataset, along with
improvements to data handling, configuration, and evaluation logic. Key changes include ...
Encodes the shared-secrets architecture we converged on into the framework.
- §3 (Credential Hygiene): a version-controlled shared secrets store must be encrypted at rest (SOPS+age / git-crypt)
...
This PR contains the following updates:
| Package | Change | Age | Confidence |
| --- | --- | --- | --- |
| @types/node (source) | 22.19.19 → 22.19.21 | age | confidence |
Configuration
📅 Schedule: ...
Closes #16
Tóm tắt
M6 theo TICKLIST: Redis cache degrade-gracefully cho read API + endpoint /api/news — frontend bỏ mock cuối cùng.
Thay đổi
- backend/cache.py (mới): cached_json(key, ttl, producer) ...
Summary
- body text rendered 16px left of the tag chips: the tags row carried px-4 inside its centered max-w-3xl column while
the textarea/preview inherited px-4 from the panel wrapper
- move ...
Details
Automated update of model_prices_and_context_window.json file and regeneration of supported models documentation.
Files updated:
- apps/opik-backend/src/main/resources/model_prices_and_context_window.json ...