@ AdikLabs
I design scalable AI & system architectures that turn founders into operators of predictable, high-leverage businesses.
Turning ideas into structured, scalable businesses using technology, strategy, and systems.
AI ShowcaseView All Tools →
AI Architecture Reviewer
A production-grade tool that analyzes software design diagrams against industry best practices. It identifies bottlenecks in real-time and suggests architectural improvements.
Core Capabilities
- Real-time UML analysis
- Automated design pattern detection
- Cost-optimized inference tokens
AI SystemsView All AI Systems →
Agentic Workflows and Multi-Agent Orchestration
A deep dive into the reasoning cores, reAct loops, and topological patterns that define modern autonomous AI systems.
The AI FinOps Framework: From Bill Shock to Flywheel
Master the 4-stage maturity model of AI cost management and implement the 7 high-impact tactics to reduce LLM overhead.
The Evolution of RAG: Why Data Mesh is the Missing Link
An exploration of how domain ownership and data-as-a-product principles transform RAG from a fragile pipeline into a production-grade API.
Text Feature Engineering: From Raw Reviews to Machine Learning
A comprehensive guide to scraping Amazon reviews and transforming raw text into numerical features using One-Hot Encoding, Bag of Words, and TF-IDF to build a sentiment classifier.
ImpactView All Impact →
Scaling Real-Time AI Decisioning: High-Throughput Architecture for 15K+ RPS
A deep dive into engineering a distributed, event-driven system capable of sub-100ms latency at scale using Kafka, Bloom filters, and in-memory caching.
The Architecture of Frugality: Slashing Cloud Costs by 55%
How we transformed a bloated infrastructure into a lean, cost-aware machine by treating efficiency as a core architectural constraint rather than an operational afterthought.
Architecting for Resilience: A Selective Multi-Cloud Strategy for High Availability
A technical breakdown of building a cross-provider failover system between AWS and GCP, balancing 99.99% availability requirements against operational complexity.
System ArchitectureView All Architecture →
System Design 101
A practical introduction to system design focusing on real-world trade-offs, scalability challenges, and consistency decisions beyond theory.
The Scalability Blueprint: Beyond the 'Just Add More RAM' Myth
A deep dive into the fundamental strategies for scaling modern systems, from load balancing nuances to edge computing.