Research Timeline
A continuous record of completed investigations, empirical measurements, and shipped artifacts. Demonstrates how each discovery serves as an architectural foundation for subsequent systems.
Deterministic State Machines & Token Inverted Index for Agentic Retrieval
An investigation into eliminating non-deterministic hallucinations in LLM retrieval by pairing a deterministic finite state machine with a memory-bounded token inverted index, demonstrating sub-millisecond keyword localization and zero invalid state transitions.
Bounded Graph Traversal & Adjacency Mapping for Engineering Knowledge
A study on representing multi-entity software engineering dependencies using memory-bounded adjacency maps and cycle-detected BFS traversals, avoiding graph database overhead while delivering sub-5ms multi-hop link discovery.
Zero-Copy WebAssembly Runtimes in Edge Event Processing
Benchmarking zero-copy linear memory sharing between WebAssembly modules and V8 hosts for real-time telemetry and schema validation under extreme event throughput.
Hexagonal Anti-Corruption Layers in Complex CMS Architectures
Designing decoupled Anti-Corruption Layers (ACL) that allow high-velocity content systems (BrewCMS) to evolve independently of downstream consumer domain rules.
Memory-Bounded LRU Caches for Vector Embedding Pipelines
Investigating deterministic cache eviction policies for multi-dimensional float32 embeddings in resource-constrained container environments.
Event-Driven Idempotency Engines for Enterprise Data Replication
A formal design for exactly-once processing semantics across asynchronous change-data-capture (CDC) pipelines connecting Salesforce Platform Events and cloud databases.