OPEN LINK ↗
// 73d agoOPENSOURCE RELEASE
AI Database Analyzer goes local with Ollama
This open-source .NET MAUI DBA tool scans SQL Server, PostgreSQL, and MySQL schemas, then runs hybrid AI analysis with Ollama locally or Gemini in the cloud to generate audits and reports. It positions itself as a privacy-first database auditor with 30+ specialized prompts covering performance, schema design, security, and scalability.
// ANALYSIS
This is the rare AI-for-databases project that feels like it solves an operational problem instead of just wrapping a chatbot around schema dumps.
- –Local Ollama mode is the right default when schema metadata is sensitive and cannot leave the machine.
- –The 30+ prompts around SARGability, 3NF, PII, triggers, and migration risk make this a domain auditor, not a generic chat wrapper.
- –The repo already has a v1.0.1 release, so it reads like a productized workflow rather than a one-off proof of concept.
- –QuestPDF reports and Mermaid ER diagrams turn findings into something a DBA can circulate to engineers and managers.
- –The biggest adoption risk is trust: DBAs will need reproducible, explainable findings, not just persuasive LLM copy.
// TAGS
llmprompt-engineeringopen-sourceself-hosteddata-toolsdevtoolagentai-database-analyzer-architect
DISCOVERED
73d ago
2026-03-28
PUBLISHED
73d ago
2026-03-28
RELEVANCE
8/ 10
AUTHOR
furkiak