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Ship Faster.AI Agent DevelopmentAI Agent DevelopmentMulti-Agent AI & SwarmsAdvanced Hybrid RAG EnginesLLM Cost OptimizationLegacy .NET ModernizationEnterprise SaaS Engineering
Deep technical content on agentic AI systems, LLM cost optimization, Commander Architecture, and production SaaS engineering — from 18+ years of building.
Beyond Serverless Functions: The Event-Driven, Cloud-Native Application
Building next-generation cloud-native systems with event-driven architecture, serverless services, and resilient distributed application design.
AWS Lambda and Serverless Framework: Deploying Event-Driven SaaS Backends
3 Jun 2016
Software Architecture in the Age of Agents: Patterns, Anti-Patterns & Future States
Learn how software architecture is evolving in the age of AI agents. Discover proven architecture patterns, common anti-patterns, distributed agent ecosystems, event-driven systems, and enterprise design principles for next-generation intelligent applications.
Platform Ecosystem Playbooks: Turning SaaS into System-of-Systems
Learn how enterprises transform standalone SaaS applications into scalable platform ecosystems by integrating APIs, event-driven architecture, partner platforms, AI agents, and composable services that create network effects and continuous innovation.
Serverless Containers and Function Meshes: The New Cloud Primitive
Learn how enterprises combine serverless containers, function meshes, event-driven architectures, and AI-powered orchestration to build highly scalable, cost-efficient, and cloud-native applications without managing infrastructure.
Evolution of Serverless Beyond Functions
Serverless computing has matured far beyond simple Function-as-a-Service (FaaS). By early 2023, cloud providers increasingly offer serverless databases, containers, messaging, workflows, APIs, and event-driven integration services that enable organizations to build complete cloud-native platforms without managing infrastructure. This article examines the evolution of serverless computing from the perspective of March 2023.
WebSockets RFC 6455: Finalizing the Standard for Real-Time Web
With RFC 6455 officially published as the WebSocket Protocol, the web platform gains a standardized mechanism for persistent, bidirectional communication between browsers and servers. This milestone opens new possibilities for enterprise collaboration, real-time dashboards, financial systems, and interactive web applications.
Frequently Asked Questions.
Get all your answers here and if something remains, feel free to contact us directly or book a strategy session.
We design and build agent-native custom software architectures from day one. Instead of simply building bolt-on API wrappers, we deploy multi-agent orchestration systems (like our Commander Architecture), run local secure LLMs to slash token expenses by 40–70%, and modernize legacy Microsoft ecosystem codebases to modern AI-native structures.
It is our proprietary 5-agent pipeline framework. High-tier cloud models (like Claude Opus) act as 'Supreme Commanders' to analyze complexity and structure task files, which are then processed at high concurrency by local models (like Qwen on Ollama) at around $0.001 per task, drastically lowering API costs.
By integrating custom prompt caching strategies and context-aware semantic routing, we achieve a prompt cache hit rate of ~90%. This bypasses redundant processing of duplicate context instructions to dramatically slash monthly token bills.
We specialize in modern high-performance tech stacks: Next.js/React, Drizzle ORM, SQLite/PostgreSQL databases, .NET Core 8 cloud services, React Native/Expo for mobile apps, and cognitive frameworks such as Semantic Kernel, FastAPI, and Neo4j Knowledge Graphs.
We implement secure architectures by deploying local LLMs inside your virtual private cloud (VPC), ensuring sensitive data never leaves your environment. We also establish strict end-to-end data encryption, audit trails, and role-based access control.
Yes, we specialize in converting legacy systems (WinForms, WPF, ASP.NET WebForms) to modern, distributed systems built on modern .NET 8, micro-frontend architectures, and containerized Docker services running in AWS/Azure.
A typical proof of concept (PoC) takes 2 to 4 weeks. Full enterprise agent orchestration systems or multi-agent swarms integrated with your legacy APIs take about 8 to 12 weeks to build, test, and deploy to production.
Absolutely. We build React Native applications using local SQLite databases (via Drizzle or WatermelonDB) that can perform complex tasks offline and sync changes securely with the cloud server once internet connectivity is restored.
Speculative decoding uses a small, fast model to suggest draft tokens, which are verified in parallel by a larger target model. This speeds up text generation by 2x to 3x and cuts down latency without losing output quality.
Yes. All custom code, agent system designs, proprietary database configurations, and custom integration scripts developed during our engagement are 100% owned by your company from day one.
Client Impact & Success
"SHIVAM ITCS completely transformed our content workflow. Their Commander Architecture cut our monthly LLM cost by 65% while keeping quality pristine."
Partner with SHIVAM ITCS to build resilient, scalable systems. Our senior engineering teams specialize in enterprise AI orchestration, legacy modernization, and high-performance cloud architecture.
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