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Architecting Enterprise Multi-Agent AI Systems with LangGraph & Local LLMs
Generative AI & LLMs
8 min read

Architecting Enterprise Multi-Agent AI Systems with LangGraph & Local LLMs

How we deploy autonomous agent swarms that coordinate complex ETL pipelines, schema migrations, and enterprise decision-making with strict human-in-the-loop guardrails.

Key Takeaway

State machines powered by LangGraph guarantee cyclic workflow resilience and deterministic state persistence.

T
Tipu Raj
Sr. Gen AI & Backend Developer
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All Engineering Articles

Showing 8 published articles

Architecting Enterprise Multi-Agent AI Systems with LangGraph & Local LLMs
Generative AI & LLMs
8 min read
Sep 2, 2026Tipu Raj

Architecting Enterprise Multi-Agent AI Systems with LangGraph & Local LLMs

How we deploy autonomous agent swarms that coordinate complex ETL pipelines, schema migrations, and enterprise decision-making with strict human-in-the-loop guardrails.

#LangGraph#Multi-Agent#Local LLMs
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Real-Time Edge Computer Vision on Jetson: Sub-15ms Defect Detection
Computer Vision & Edge
7 min read
Aug 27, 2026Aman Verma

Real-Time Edge Computer Vision on Jetson: Sub-15ms Defect Detection

Optimizing lightweight vision models and TensorRT pipelines for continuous industrial manufacturing lines, operating with zero internet dependency.

#YOLOv11#TensorRT#Edge AI
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High-Concurrency Backend Architecture: Scaling Next.js 15 & Distributed Redis
Full-Stack Architecture
10 min read
Aug 19, 2026CFC Infrastructure Pod

High-Concurrency Backend Architecture: Scaling Next.js 15 & Distributed Redis

Deep dive into our battle-tested multi-region architecture handling 50k+ requests per second with sub-millisecond cache latency and zero downtime rollouts.

#Next.js 15#Redis#FastAPI
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Enterprise Tokenization & Private Blockchain for Global Supply Chains
Blockchain & Web3
9 min read
Aug 12, 2026Blockchain Architecture Lab

Enterprise Tokenization & Private Blockchain for Global Supply Chains

Designing permissioned ledgers and immutable proof-of-authenticity systems that reduce cross-border trade dispute resolution from weeks to seconds.

#Blockchain#Smart Contracts#Supply Chain
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Building Sub-500ms Conversational Voice AI Telephony Systems
Generative AI & LLMs
8 min read
Jul 30, 2026Voice AI Engineering Team

Building Sub-500ms Conversational Voice AI Telephony Systems

Techniques for low-latency streaming speech synthesis, intelligent user interruption detection, and real-time CRM telephony synchronization.

#Voice AI#WebRTC#FastAPI
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Autonomous Mobile Robots & LiDAR SLAM in High-Density Warehouses
Robotics & IoT
11 min read
Jul 17, 2026Jiva Robotics & CFC Labs

Autonomous Mobile Robots & LiDAR SLAM in High-Density Warehouses

How we fuse 3D LiDAR point clouds with ROS2 fleet orchestration to achieve sub-centimeter positional accuracy across dynamic warehouse environments.

#ROS2#LiDAR#SLAM
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Zero-Trust Secrets & HIPAA Compliance for Healthcare SaaS
Enterprise Cloud
7 min read
Jul 05, 2026Security & Cloud Pod

Zero-Trust Secrets & HIPAA Compliance for Healthcare SaaS

A production blueprint for automated key rotation, database-level column encryption, and immutable audit trails that satisfy strict healthcare compliance.

#HIPAA#SOC 2#AWS KMS
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Design Systems at Scale: From Token Automation to Fluid React Interfaces
Full-Stack Architecture
6 min read
Jun 24, 2026Frontend Systems Squad

Design Systems at Scale: From Token Automation to Fluid React Interfaces

Bridging the gap between Figma design tokens and component libraries to maintain consistent typography, accessible color contrast, and fluid micro-interactions.

#Design Systems#Tailwind CSS#React
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