AI Configuration Management Software is a full-stack, self-hostable AI-powered configuration management software built for engineering teams that need to manage environment variables, secrets, feature flags, and service settings across multiple environments — with an AI layer that actively monitors, explains, and improves your configuration state. You buy the complete source code once and run it on your own infrastructure.
The software is built on a Python/FastAPI backend, a React/TypeScript frontend (Vite + Tailwind CSS), PostgreSQL, Redis, Celery for background task processing, and ChromaDB as a vector store for semantic search. Everything ships as a Docker Compose stack, including a production configuration with Nginx as a reverse proxy. RBAC (Owner, Editor, Viewer roles) controls access at the workspace level. All secrets are encrypted at rest with AES-256-GCM and are never returned in plaintext through list endpoints — a reveal action is required and is individually audited. Every API mutation is recorded in a full audit log with user, action, resource, IP, and timestamp.
The AI layer ships nine capabilities powered by the Anthropic Claude API and a sentence-transformer embedding pipeline:
- Natural language config chat — ask questions about your actual config data in plain English
- Anomaly detection — an IsolationForest model extracts feature vectors from config change records (timestamp, value entropy, change frequency, sensitivity flag) and scores each change 0–1 for unusual patterns
- AI config recommendations — on-demand analysis for missing keys, insecure values, duplicates, and performance issues
- Semantic config search — find keys by describing what they do
- AI-powered compliance checker — evaluates configs against built-in security rules (no DEBUG in prod, no plaintext credentials, no wildcard CORS, and more) and generates Claude-written remediation advice
- Environment summary generation — one-click markdown summary of any environment's full configuration
- Predictive drift alert — forecasts when dev/prod divergence will become critical based on recent drift history
- AI change explainer — explains what any config change means operationally
- Smart config validator — validates values for type, format, and contextual correctness on import or entry
Config drift detection runs on a configurable schedule (default every 15 minutes), compares keys across all environments, and produces a drift score from 0 to 100. Configs can be imported and exported in JSON, YAML, TOML, and .env formats. Feature flags support boolean, string, and number types with per-environment overrides.
To improve AI model coverage and protect real user information, the software uses synthetic data generation — a seed script populates the database with representative config entries, secrets, feature flags, and workspace structures across dev, staging, and production environments. This synthetic data is used to bootstrap the anomaly detection model and the vector store without requiring exposure of any real credentials or configuration values.
AI Configuration Management Software
Ownership. Seller retains all right, title, and interest in and to the software application, including all copyrights and other intellectual property rights. No ownership is transferred to Buyer.
License Grant. Upon payment, Seller grants Buyer a non-exclusive, non-transferable, perpetual license to use, modify, and internally reproduce the software application solely to build, operate, and maintain Buyer’s own closed-source product or service for Buyer’s internal business purposes or for services Buyer provides to Buyer’s customers.
Permitted Commercial Use. Buyer may use the software application as a component in a materially distinct end product or service, including a hosted SaaS or paid service, provided that:
(a) the end product is offered under Buyer’s own brand;
(b) the software application is not exposed, sold, licensed, or distributed on a standalone basis;
(c) Buyer’s customers receive only the functionality of Buyer’s end product or service, not the source code or reusable software itself; and
(d) the end product or service is not advertised, marketed, positioned, or offered as a substitute for, clone of, competing alternative to, or lower-priced or free version of Seller’s software application or any commercial version of Seller’s software application.
Restrictions. Buyer may not, and may not permit any third party to:
(a) sell, resell, license, sublicense, redistribute, publish, transfer, or otherwise make available the software application, in whole or in part, on a standalone basis;
(b) open-source, disclose, or provide access to the source code of the software application except to Buyer’s employees and contractors who are bound by written confidentiality obligations;
(c) use the software application, or any substantially similar version of it, to create or offer a competing developer tool, template, starter kit, boilerplate, clone, or other product whose primary value is substantially the same as the software application itself; or
(d) remove any proprietary notices contained in the software application.
Buyer IP. As between the parties, Buyer owns Buyer’s branding, content, data, and original code that Buyer independently creates for Buyer’s end product, excluding the software application and any portion derived directly from it. Seller retains all rights in the software application and all modifications to the software application itself.
No Support; No Warranty. THE SOFTWARE APPLICATION IS LICENSED “AS IS” AND “AS AVAILABLE,” WITHOUT WARRANTIES OF ANY KIND, EXPRESS OR IMPLIED, TO THE MAXIMUM EXTENT PERMITTED BY LAW. SELLER HAS NO OBLIGATION TO PROVIDE SUPPORT, MAINTENANCE, UPDATES, OR ENHANCEMENTS.
Termination. This license terminates automatically if Buyer materially breaches these terms. Upon termination, Buyer must stop using the software application itself, except that Buyer may continue operating an already-deployed end product for a reasonable wind-down period of 30 days unless the breach involves unauthorized distribution, disclosure, or competition.
Changes to Terms. Seller may update these license terms prospectively for future sales only. The version in effect on the purchase date governs Buyer’s license, unless Buyer later expressly agrees in writing to a new version.
This software is fully developed and includes the features described in the product listing. It is delivered in its current state and is intended for buyers with basic technical and development knowledge needed for setup, configuration, and deployment.
Please note that, while the software has been completed, it has not yet been tested in a live production environment. As with most software products, some integration work, testing, and minor adjustments or bug fixes may be needed depending on your specific use case, hosting setup, or third-party services.
WHAT TO EXPECT
• Complete feature set as described
• Source files ready for deployment and customization
• Basic technical knowledge required for installation and operation
• Possible minor fixes or configuration adjustments during setup
SALES POLICY
Because this is a digital product with instant access to deliverables, all sales are final and non-refundable.
