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⚡ AI Lessons

Dev.to · Anil Prasad
🛠️ AI Tools & Apps
⚡ AI Lesson
4w ago
I put one proxy in front of every AI tool my team uses 85% cache hits, 75% lower cost
TL;DR — Your team's AI tools (Claude Code, Copilot, ChatGPT, Gemini, your own agents) each call the...

Dev.to · Anil Prasad
1mo ago
How We Cut AI Infrastructure Costs by 94% Without Sacrificing Quality (And How You Can Too)
A production engineer's guide to building efficient AI systems at scale - complete with code,...

Dev.to · Anil Prasad
2mo ago
Building Production RAG: From 52% to 89% Accuracy with a 6-Stage Pipeline
Two hard problems in production AI: Accuracy: RAG systems giving wrong answers 48% of the...

Dev.to · Anil Prasad
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
I Built 11 Autonomous Agents for Healthcare Revenue Cycle. Here Is the Full Architecture.
How I Built a Self-Correcting Multi-Agent System for Healthcare — and Why Standard ML...
Dev.to · Anil Prasad
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Building Multi-Agent Systems That Don't Collapse in Production
Building Multi-Agent Systems That Don't Collapse in Production Multi-agent AI deployments grew 327%...

Dev.to · Anil Prasad
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
How I Built a Self-Correcting Multi-Agent System for Healthcare - and Why Standard ML Metrics Failed Me
How I Built a Self-Correcting Multi-Agent System for Healthcare — and Why Standard ML...

Dev.to · Anil Prasad
📐 ML Fundamentals
⚡ AI Lesson
3mo ago
78% of PyTorch Models Never Reach Production. I Built the Fix.
78% of PyTorch Models Never Reach Production. I Built the Fix. After 28 years shipping AI...

Dev.to · Anil Prasad
🏭 MLOps & LLMOps
⚡ AI Lesson
3mo ago
I open sourced a production MLOps pipeline. Here is what it took to get it to PyPI and Hugging Face in one day.
I have been running ML pipelines in production for few years. Tens of millions of predictions a day,...

Dev.to · Anil Prasad
🧠 Large Language Models
⚡ AI Lesson
3mo ago
argus-llm is now on PyPI — production LLM observability in one pip install
argus-llm is now on PyPI — production LLM observability in one pip install Hi DEV community — Anil...
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