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Motivation
- Provide an internal Telegram bot that analyzes food photos via OpenAI, generates Telegram-ready posts and Reels
scripts, and allows the admin to edit and publish drafts.
- Add project ...
codex
🤖 AI Security Remediation
🟢 Auto-merge eligible — will merge after CI passes.
📊 Analysis
- Severity: MEDIUM
- Confidence: 85%
- Auto-fix allowed: True
📝 Summary
The application uses the subprocess ...
ai-remediation
severity-medium
Summary
Add opt-in --llm flag to learn.py and tag-entries.py for LLM-assisted category/tag inference using stdlib
urllib.request.
Changes
learn.py
- _llm_suggest_tags(title, content) — calls OpenAI-compatible ...
This brings the latest improvements I did for deduplication into your branch. That PR probably can t merge without quite
a bit of work because of the monolithic paracon.py file that makes it difficult ...
🤖 AI Security Remediation
🚨 Human approval required — please review before merging.
📊 Analysis
- Severity: HIGH
- Confidence: 85%
- Auto-fix allowed: False
📝 Summary
The code uses subprocess.call ...
ai-remediation
needs-human-review
severity-high
Summary
- dispose the temporary SQLAlchemy engine used during database initialization
- probe database health through a disposable engine connection
- add runtime regression tests for successful ...
Backlog has zero pending concepts. Stopping.
PR created automatically by Jules for task 1062075040804482721 started by @Sampi314
This PR configures your project for Cloudflare Workers deployment using Wrangler autoconfig.
Merging this PR commits the configuration to your repository, enabling faster deployments and version controlled ...
Summary
- Add rank_z_blend_inner_confusion_soft as a conservative inner-confusion correction mode
- Blend the source-validation true-given-predicted map with uncorrected ensemble probabilities for ...