Tech Articles
Curated developer articles, tutorials, and guides – auto-updated hourly
shashank msAug 12, 2026 • 5 min read
Using LLM for Data Analysis: A Beginner's Guide
We are going to build a command-line data analyst that ingests any CSV file, describes its structure...
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shashank ms3d ago • 2 min read
Integrating LLM with Existing Chatbot Platforms: Best Practices and Architectural Choices
Most enterprises run chatbot platforms built on intent-classification engines, rigid decision trees,...
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shashank ms1d ago • 1 min read
Agentic Workload Security Best Practices for Scalable Systems
Agentic workloads change the security calculus for production AI systems. When a model can autonomou...
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shashank ms3d ago • 2 min read
Integrating OpenAI SDK with LLMs
The OpenAI SDK has become the default client for LLM applications not because it is the only option,...
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shashank ms1d ago • 1 min read
Integrating LLM with Existing ERP Systems: A Comprehensive Guide
Enterprise Resource Planning systems remain the operational backbone for most large organizations, b...
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shashank ms5d ago • 4 min read
LLM Interpretability Techniques for Reliable AI Systems
Deploying large language models in production requires more than optimizing latency and cost. As sys...
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shashank ms3d ago • 2 min read
Unlocking Multimodal Learning with LLMs
Multimodal learning has moved from research curiosity to production requirement. Modern applications...
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shashank ms3d ago • 3 min read
LLMops vs MLOps: Making the Right Choice for Your AI Workflow
AI infrastructure has split into two distinct operational cultures. MLOps, born from classical machi...
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shashank ms3d ago • 3 min read
Deploying LLM Models on Edge Devices: A Comprehensive Guide
Deploying large language models on edge devices is no longer theoretical. Engineers are shipping qua...
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shashank ms3d ago • 2 min read
Using LLM for Model Monitoring and Maintenance: Best Practices
Production LLM systems fail silently. A prompt change, a shift in user behavior, or a subtle regress...
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shashank ms2d ago • 2 min read
Building a Customer Service Chatbot with LLM: A Step-by-Step Guide
Customer service chatbots built on large language models have moved from proof-of-concept to product...
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shashank ms6d ago • 2 min read
Optimizing Predictive Maintenance Systems with LLM: A Cost Optimization Perspective
Predictive maintenance systems generate massive telemetry streams, vibration logs, thermal images, a...
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shashank ms2d ago • 3 min read
Understanding RAG Pipelines in LLM
Retrieval-augmented generation, or RAG, is the standard pattern for grounding large language model o...
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shashank ms3d ago • 1 min read
LLM Models for Short-Context and Long-Context Tasks: A Comparative Analysis
Context window size is no longer a vanity metric. It directly determines whether an LLM can ingest a...
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shashank ms6d ago • 5 min read
Integrating LLM with Virtual Reality Applications: A Step-by-Step Guide
Virtual reality applications thrive on immersion, and nothing breaks immersion faster than rigid, sc...
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shashank ms2d ago • 2 min read
Comparing LLM Models for Tasks with High-Temporal Dependencies
Tasks with high-temporal dependencies require a model to reason across ordered sequences where the m...
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shashank ms1d ago • 5 min read
Using LLM for Data Analysis
Large language models have become standard tools in data analysis pipelines, handling tasks from sem...
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shashank msAug 11, 2026 • 2 min read
Troubleshooting Deep Reasoning Issues: Common Problems and Solutions
Deep reasoning models such as DeepSeek R1, Kimi K2 Thinking, and Qwen 3 do not behave like standard ...
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shashank msAug 11, 2026 • 1 min read
Deploying LLM Models On-Premise: A Step-by-Step Guide
Running large language models on your own hardware gives you full control over data residency, model...
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shashank msAug 12, 2026 • 1 min read
Integrating LLM with Existing ERP Systems
Enterprise Resource Planning systems remain the operational backbone for most large organizations, y...
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shashank msAug 12, 2026 • 2 min read
Building Social Media Bots with LLMs
Social media automation has moved past rule-based scripts. Modern bots use LLMs to draft posts, repl...
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shashank msAug 11, 2026 • 2 min read
Optimizing LLM Performance for Low Latency: Best Practices and Techniques
Latency is the most common reason LLM products lose user engagement. Users expect sub-second feedbac...
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shashank ms1d ago • 2 min read
Integrating LLM with Existing CRM Systems: A Step-by-Step Guide
Connecting an LLM to your CRM turns static customer records into actionable intelligence. Instead of...
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shashank ms6d ago • 3 min read
LLM for Content Generation: A Step-by-Step Guide
Generating content with large language models has become a standard workflow for product teams, mark...
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