Changelog
Follow Mizaan's journey from concept to product. Every milestone, publicly tracked.
February 2026
v0.1.0
Initial Architecture
- +Three-layer agent pipeline design (Primary Scorer, Auditor, Human Interface)
- +RAG-based feedback learning architecture with pgvector
- +Provider-agnostic LLM adapter interface
- +Scoring, feedback, and pattern detection API contracts defined
- +Database schema with vector embedding support
January 2026
v0.0.2
Product Direction
- +Selected 'Mizaan' as product name (Balance/Scale in Arabic)
- +Established Mannat AI as parent organization
- +Defined core scoring rubric framework
- +Chose LangChain + LangGraph for agent orchestration
- +Selected Ollama (Mistral 7B) as default local LLM
December 2025
v0.0.1
Project Inception
- +Prime Radiant concept validated — multi-agent AI scoring with human feedback
- +Technical architecture research and recommendation document
- +Feedback loop architecture design with RAG over fine-tuning decision
- +Initial technology stack selection (Python, FastAPI, PostgreSQL)