Publications & Research Archive

Technical Publications & Research

In-depth architectural breakdowns, benchmarks, multi-agent orchestrations, and distributed engineering insights.

AI Systems
8 min read
·Feb 2026

Architecting Resilient Multi-Agent Swarms: Beyond Simple ReAct Loops

A deep dive into building deterministic multi-agent state machines with hierarchical supervisor routing, episodic vector memory, and self-healing error recovery.

#Agents#LangGraph#System Design#LLMs
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Web Architecture
6 min read
·Jan 2026

Optimizing Next.js 16 & React 19 for Sub-50ms Global TTFB

Exploiting Partial Prerendering (PPR), streaming Suspense boundaries, and Edge Data Caching to build responsive interfaces with instant initial loads.

#Next.js 16#React 19#Performance#Edge Runtime
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Distributed Systems
10 min read
·Dec 2025

Scaling Hybrid Vector Search to 50M+ Records with Sub-10ms Latency

Benchmarking HNSW, Scalar Quantization (SQ8), and sparse BM25 indices to achieve balanced recall and lightning-fast query execution.

#Vector DB#Qdrant#HNSW#Embeddings
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Distributed Systems
7 min read
·Nov 2025

Zero-Overhead AI Cluster Observability with eBPF and LLM Diagnostic Agents

Tracing distributed GPU kernel memory bottlenecks and network socket contention directly inside the Linux kernel without injecting code into userland.

#eBPF#Kubernetes#AI Observability#DevOps
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Nisal R. / AI Architect

Architecting intelligent neural systems, autonomous swarms & scalable web applications.

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