The Vault
DSA solutions, system design deep dives, and technical architecture explorations.
Project Genesis: Architecting the Sovereign AWS Software Factory
Building an autonomous multi-agent system that leverages Strands, Bedrock AgentCore, and Kiro to manage the full software lifecycle with zero manual intervention.
Multi-Agent Expert Panel Reasoning
Design sketch for K2-Consensus: a real-time, PhD-level expert panel that debates your ideas and produces an auditable action report.
Distributed Multi-Agent Consensus: Implementing Raft for Real-Time AI Reasoning
Building K2-Consensus, a real-time reasoning team using distributed consensus algorithms for multi-agent coordination, leader election, and fault-tolerant decision making.
Scaling Anomaly Detection to 1.06M events/sec
Why Your 0.99 F1-Score Might Be a Lie in Production. A deep dive into robust math, graph topology, and sub-microsecond latency.
Aegis: AI-Powered Autonomous Security Scanner for GKE
Building an autonomous security agent that performs penetration testing on microservices applications, combining LangGraph agents with Google Gemini for intelligent security analysis.
Polyglot Microservices on GKE: MedInsight's Go/Python Architecture
Designing HIPAA-compliant medical diagnostics with polyglot microservices on Google Kubernetes Engine. 89%+ automated test coverage, Gemma 2 reasoning, and decoupled Pub/Sub architecture.
Real-Time AI Observability: Building AzureDevNexus with .NET 9 and SignalR
Deep dive into AzureDevNexus's intelligent developer ecosystem featuring AI-powered code review with Azure OpenAI, real-time collaboration via SignalR, and high-performance analytics with ClickHouse.
Architecting Event-Driven Microservices: The AuraFlow Saga Pattern
Designing resilient event-driven systems using the Saga pattern with AWS SQS to handle 40,000 events/min with guaranteed delivery.
Scaling Inference to 9.8M Events/sec: From XGBoost to Memory-Efficient Layouts
MLOps optimization journey scaling real-time anomaly detection from 100K to 9.8M events/sec through model optimization, batching, and memory layout improvements.
Polyglot Microservices on GKE: Building MedInsight's AI-Powered Diagnostics Platform
Deep dive into MedInsight's Go/Python polyglot architecture on Google Kubernetes Engine with Gemma 2 reasoning and HIPAA-compliant medical diagnostics achieving 89%+ test coverage.
Anomaly Detection at Scale: Graph-Aware XGBoost for 1.2M Events/sec
Building Trufflow's high-throughput anomaly detection pipeline using graph-aware feature engineering, Polars vectorization, and XGBoost with a 73x accuracy lift over baseline methods.
Autonomous A11y Remediation: Building SecondSight with Playwright and Gemini 3
Deep dive into SecondSight, an autonomous accessibility engineer that uses Playwright for DOM analysis and Gemini 3 for intelligent WCAG remediation suggestions.