❯ jyxtn

A practitioner's field report on AI-first software engineering. Maturity model, force multiplier analysis, governance framework — built from firsthand experiment, with OCULUS as the proof point.

Enterprise-scale code-agent POC. Semantic tool retrieval keeps context window usage O(1) with respect to catalogue size. Built against a simulated 50-tool MCP surface with a LangGraph comparator to prove the claim.

AI intelligence handler backed by a Neo4j knowledge graph extracted from 750+ roleplay turns. Message classification, entity extraction, idempotent Cypher generation — graph-grounded AI memory with source citations on every relationship.

Algorithmic swing-trading bot. LLM sentiment scoring across 11 SPDR sector ETFs, Gaussian HMM regime detection, and a four-tier stop hierarchy. Active paper trading on Modal.