promptLM

Start: Nov. 2024
Tech: Java, Spring Boot, Spring AI, LiteLLM, MCP, Lovable, ChatGPT, Codex App, Claude Code, Windsurf IDE

A Git-based prompt lifecycle management tool with test support for agents with record replay like contract testing for microservices. The project is early stage development.

AI backend for ingesting case communications and policy documents and producing structured, auditable LLM-based analyses over an evidence corpus. Includes a document indexing pipeline (extraction, normalization, token-aware chunking, metadata traceability), embeddings + vector persistence for retrieval-enabled analysis, and an LLM analysis engine with prompt/context composition and JSON-schema outputs. Built async background processing with retries, optimistic locking, and crash-safe job recovery, plus secure APIs (OAuth2/JWT/JWKS) and production observability with structured logging and request correlation.

Start: Dec. 2025
Tech: Python, LlamaIndex, RAG pipeline, Document Indexing, Vector Store (pgvector),  Windsurf, Codex App

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Date: Jun. 2025

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