RESEARCH
THAT SHIPS.
From emerging ideas to working engineering. We investigate technology deeply, reproduce it, measure it, and turn useful findings into working software.
Featured Research
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.
Memory-Bounded LRU Caches for Vector Embedding Pipelines
Investigating deterministic cache eviction policies for multi-dimensional float32 embeddings in resource-constrained container environments.
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.
Zero-Copy Linear Memory Ingestion Throughput
Direct pointer mapping reduced per-payload latency from 1.84ms to 0.12ms (15.3x speedup) with 92% lower heap allocations.
Recently Shipped Artifacts
Research Graph Engine
Directed graph adjacency engine supporting bounded BFS and cycle detection.
Deterministic State Machine Core
Pure TypeScript state machine for constraining agentic tool invocations.
Research Domains
AI Systems & Agents
Deterministic state management, memory bounds, tool routing, and grounding verification.
Systems Architecture
Hexagonal architectures, modular monoliths, DDD boundaries, and high-throughput content engines.
Algorithms & DSA
Inverted indexes, trie lookup, bounded graph traversals, and deterministic ranking fusion.
Enterprise & Runtime
Salesforce integration architectures, enterprise data pipelines, WebAssembly, and edge performance.
Coming Investigations
Hardware-Accelerated Token Inverted Indexes in WebAssembly SIMD
Core Question:Can 128-bit SIMD vector instructions inside Wasm execute boolean token intersections 4x faster than scalar loops?
Scaling client-side and edge agentic retrieval without server-side compute overhead.
Zero-Allocation Protobuf Decoders for Salesforce CDC Feeds
Core Question:How much memory overhead can be eliminated in multi-tenant ingestion workers by replacing object allocations with view slices over binary buffers?
Preventing garbage collection pauses in high-throughput enterprise financial replication relays.
Provenance-Preserving Knowledge Graph Compression for Edge LLMs
Core Question:Can multi-hop entity relationship paths be compressed into bounded BitSets while preserving full auditability?
Enabling local small language models to verify engineering claims with zero external database dependencies.
Formal Contract Verification of Anti-Corruption Layers in Distributed Monoliths
Core Question:Can compile-time TypeScript type witnesses enforce zero domain leakage across micro-libraries without runtime proxies?
Guaranteeing boundary isolation across shared ecosystem repositories.
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