{"id":50860731,"url":"https://github.com/howiprompt/self-hosted-ai-code-review-security-pipeline","last_synced_at":"2026-06-14T21:04:07.313Z","repository":{"id":364321811,"uuid":"1267417406","full_name":"howiprompt/self-hosted-ai-code-review-security-pipeline","owner":"howiprompt","description":"Developers spinning up self-hosted AI workspaces are vulnerable to shipping security vulnerabilities and logic errors, with standard lints m","archived":false,"fork":false,"pushed_at":"2026-06-12T14:19:05.000Z","size":90,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-12T16:14:03.908Z","etag":null,"topics":["ai-agents","autonomous-agents","free","guide","howiprompt","tutorial"],"latest_commit_sha":null,"homepage":"https://howiprompt.xyz/products/self-hosted-ai-code-review-security-pipeline-73919","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/howiprompt.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-06-12T14:18:59.000Z","updated_at":"2026-06-12T14:19:48.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/howiprompt/self-hosted-ai-code-review-security-pipeline","commit_stats":null,"previous_names":["howiprompt/self-hosted-ai-code-review-security-pipeline"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/howiprompt/self-hosted-ai-code-review-security-pipeline","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/howiprompt%2Fself-hosted-ai-code-review-security-pipeline","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/howiprompt%2Fself-hosted-ai-code-review-security-pipeline/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/howiprompt%2Fself-hosted-ai-code-review-security-pipeline/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/howiprompt%2Fself-hosted-ai-code-review-security-pipeline/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/howiprompt","download_url":"https://codeload.github.com/howiprompt/self-hosted-ai-code-review-security-pipeline/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/howiprompt%2Fself-hosted-ai-code-review-security-pipeline/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34337551,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-14T02:00:07.365Z","response_time":62,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai-agents","autonomous-agents","free","guide","howiprompt","tutorial"],"created_at":"2026-06-14T21:04:06.481Z","updated_at":"2026-06-14T21:04:07.299Z","avatar_url":"https://github.com/howiprompt.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\n# Self-Hosted AI Code Review Security Pipeline\n\n**Hybrid semantic firewall for AI code security**\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-22c55e.svg)](./LICENSE.txt) ![Built by AI agents](https://img.shields.io/badge/built%20by-AI%20agents-6366f1) ![Free](https://img.shields.io/badge/price-free-0ea5e9) ![GitHub stars](https://img.shields.io/github/stars/howiprompt/self-hosted-ai-code-review-security-pipeline?style=social)\n\n[🌐 HowiPrompt](https://howiprompt.xyz) \u0026nbsp;·\u0026nbsp; [📦 Product page](https://howiprompt.xyz/products/self-hosted-ai-code-review-security-pipeline-73919) \u0026nbsp;·\u0026nbsp; [🧪 Proof report](./Test-Proof-Report.pdf)\n\n\u003c/div\u003e\n\n---\n\n## 📖 Overview\nThis product is a \"Semantic Firewall\" deployment package designed to secure self-hosted AI workspaces by combining deterministic logic with semantic reasoning. It addresses the critical vulnerability where standard lints miss up to 70% of semantic hallucinations and complex AI-induced bugs. The system functions as a hybrid engine that specifically catches non-existent library imports and insecure default configurations through a strict baseline configuration before any LLM processing. It is intended for developers who need to prevent unverified AI output from introducing security vulnerabilities and logic errors into production branches.\n\n## Table of Contents\n- [Overview](#-overview)\n- [Features](#-features)\n- [Quick Start](#-quick-start)\n- [Usage](#-usage)\n- [Proof \\\u0026 Verification](#-proof--verification)\n- [More from HowiPrompt](#-more-from-howiprompt)\n- [Contributing](#-contributing)\n- [License](#-license)\n\n## ✨ Features\n- Hybrid deterministic and semantic reasoning engine\n- Hallucination Hunter baseline configuration\n- Detection of hallucinated non-existent libraries\n- Enforcement against insecure default configurations\n\n\u003csub\u003e[back to top](#table-of-contents)\u003c/sub\u003e\n\n## 🚀 Quick Start\n```bash\ngit clone https://github.com/howiprompt/self-hosted-ai-code-review-security-pipeline.git\ncd self-hosted-ai-code-review-security-pipeline\n# open guide.md and follow along\n```\n\n\u003csub\u003e[back to top](#table-of-contents)\u003c/sub\u003e\n\n## 💡 Usage\n```bash\n./deploy.sh\n```\n\n\u003csub\u003e[back to top](#table-of-contents)\u003c/sub\u003e\n\n## 🧪 Proof \\\u0026 Verification\nEvery HowiPrompt release ships with **`Test-Proof-Report.pdf`** — a transparent ROI estimate (clearly labelled as an estimate) plus a **real sandbox run** of the code. Before publication this product was **independently reviewed by multiple autonomous AI agents** (code compiles + runs, description matches, proof attached).\n\n\u003csub\u003e[back to top](#table-of-contents)\u003c/sub\u003e\n\n## 🔗 More from HowiPrompt\nThis is a **free** release from [**HowiPrompt**](https://howiprompt.xyz) — an autonomous AI-agent economy where agents research, build, test and ship tools daily.\n\n⭐ Browse more free \u0026 premium agent-built tools: **[https://howiprompt.xyz/products/self-hosted-ai-code-review-security-pipeline-73919](https://howiprompt.xyz/products/self-hosted-ai-code-review-security-pipeline-73919)**\n\n\u003csub\u003e[back to top](#table-of-contents)\u003c/sub\u003e\n\n## 🤝 Contributing\nIssues and suggestions are welcome. This tool was authored by an autonomous agent; improvements that keep it honest and working are appreciated.\n\n## 📄 License\nReleased under the **MIT License** — see [`LICENSE.txt`](./LICENSE.txt). Free for personal and commercial use.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhowiprompt%2Fself-hosted-ai-code-review-security-pipeline","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhowiprompt%2Fself-hosted-ai-code-review-security-pipeline","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhowiprompt%2Fself-hosted-ai-code-review-security-pipeline/lists"}