AI Engineering
Building Production-Ready AI Agents: From Prototype to Scale
Learn the key architectural decisions and engineering practices that separate demo AI agents from production systems handling millions of requests.
Ranjit Rajput•8 min read
AI Engineering Insights
The RDMI Blog
Deep dives into production AI systems, engineering best practices, and lessons learned from building AI at scale.
Featured Articles
AI Engineering
RAG Systems That Actually Work: Beyond the Tutorials
Why most RAG implementations fail in production and how to build retrieval-augmented generation systems that deliver accurate, relevant results.
Priya Sharma•10 min read
AI Security
Securing AI Systems in Production: A Comprehensive Guide
From prompt injection to data poisoning—how to protect your AI systems from emerging threats and vulnerabilities.
Ranjit Rajput•12 min read
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AI Engineering•Jan 15, 2025
Building Production-Ready AI Agents: From Prototype to Scale
Learn the key architectural decisions and engineering practices that separate demo AI agents from production systems handling millions of requests.
Ranjit Rajput
8 min read
AI Engineering•Jan 10, 2025
RAG Systems That Actually Work: Beyond the Tutorials
Why most RAG implementations fail in production and how to build retrieval-augmented generation systems that deliver accurate, relevant results.
Priya Sharma
10 min read
AI Engineering•Jan 5, 2025
LLM Evaluation: Building Frameworks That Catch Real Problems
How to build evaluation systems that catch model regressions, hallucinations, and quality issues before your users do.
Amit Patel
9 min read
Enterprise AI•Dec 28, 2024
Enterprise Copilots: Lessons from Building AI Assistants at Scale
What we learned building copilots for Fortune 500 companies—from security requirements to user adoption challenges.
Ranjit Rajput
11 min read
AI Engineering•Dec 20, 2024
Prompt Engineering for Production: Beyond Basic Templates
Advanced prompt engineering techniques for building reliable, maintainable AI systems that perform consistently at scale.
Priya Sharma
8 min read
AI Engineering•Dec 15, 2024
Designing Tools for AI Agents: A Practical Guide
How to design, implement, and test tools that AI agents can use reliably—from API wrappers to complex workflows.
Amit Patel
10 min read
AI Strategy•Dec 10, 2024
Fine-Tuning vs Prompting: When to Use Which
A practical framework for deciding between prompt engineering, RAG, and fine-tuning for your AI applications.
Ranjit Rajput
9 min read
AI Product•Dec 5, 2024
Measuring AI Product Success: Metrics That Actually Matter
Beyond accuracy scores—how to measure whether your AI product is actually delivering value to users and the business.
Priya Sharma
10 min read
AI Engineering•Nov 28, 2024
Multi-Agent Architectures: Coordination Patterns for Complex AI Systems
How to design systems where multiple AI agents work together—from simple handoffs to complex collaborative workflows.
Amit Patel
11 min read
AI Security•Nov 20, 2024
Securing AI Systems in Production: A Comprehensive Guide
From prompt injection to data poisoning—how to protect your AI systems from emerging threats and vulnerabilities.
Ranjit Rajput
12 min read
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