📰 Dev.to · Dhananjay Lakkawar
Articles from Dev.to · Dhananjay Lakkawar · 8 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (9465)
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Dev.to · Dhananjay Lakkawar
2d ago
Reverse-RAG: Building AI-Driven Synthetic Staging Environments on AWS
Your CI/CD pipeline is green. Your unit tests pass. You deploy the latest update to your AI...
Dev.to · Dhananjay Lakkawar
5d ago
Swarm Intelligence on a Budget: Ephemeral AI Agents with AWS Fargate Spot
Right now, the AI engineering world is obsessed with multi-agent frameworks like AutoGen, CrewAI, and...
Dev.to · Dhananjay Lakkawar
1w ago
The Open-Source Alternative to Oracle 26ai: Why PostgreSQL is All You Need
The database industry is currently undergoing a massive identity crisis. Driven by the Generative AI...
Dev.to · Dhananjay Lakkawar
1w ago
The 15-Millisecond AI: Building "Pre-Cognitive" Edge Caching on AWS
If you want to watch a product manager's soul leave their body, sit in on a live demo of a Generative...
Dev.to · Dhananjay Lakkawar
2w ago
The $50,000 Chat History Problem: Building Event-Driven AI Memory on AWS
It was 11:00 PM on a Tuesday when my friend startup's CTO dropped a screenshot of their monthly cloud...
Dev.to · Dhananjay Lakkawar
2w ago
# Treating Prompts Like Code: Building CI/CD for LLM Workflows on AWS
If you look at the codebase of an early-stage AI startup, you will almost always find a file named...
Dev.to · Dhananjay Lakkawar
3w ago
Routing LLM Traffic on AWS: How to Build a Cost-Optimized Multi-Model API Router
When engineering teams first integrate Generative AI into their products, they usually make a...
Dev.to · Dhananjay Lakkawar
3w ago
Stop Overpaying for VectorDBs: Architecting Serverless RAG on AWS
Building a Retrieval-Augmented Generation (RAG) prototype takes a weekend. Taking that prototype to...
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