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Serhii Panchyshyn5d ago • 6 min read
Things You're Overengineering in Your AI Agent (The LLM Already Handles Them)
Teams overengineer routing, memory, guardrails, and error handling. The LLM already handles most of ...
#ai#llm#javascript#production
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Serhii Panchyshyn6d ago • 5 min read
No Evals, No Idea. How 40% of RAG Answers Go Wrong.
Most RAG failures aren't LLM failures. They're retrieval failures. Here's how to measure Recall@k, a...
#ai#rag#production#evaluation
1 0
Serhii Panchyshyn6d ago • 5 min read
Your Agent Isn't Broken Because of the Prompt. It's Broken Because of What the Model Can See.
Your agent isn't broken because of the prompt. It's broken because of what the model can see. 10 pat...
#ai#agents#architecture#production
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ROHITH SARGUNAN5d ago • 6 min read
The Hidden Cost of Running LLM Applications at Scale
Everyone watches the model bill. You pick a model, check the pricing page, estimate your request...
#ai#agenticai#llm#production
1 0
Neural Download17h ago • 4 min read
The 12 Factor App in 13 Minutes | Coffee Time
https://www.youtube.com/watch?v=OU-89UaPG-Q Twelve rules, written in 2011 by Heroku's co-founder...
#12factorapp#backend#devops#production
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Shoaibali Mir1d ago • 9 min read
GenAIOps on AWS: Production Hardening & Advanced Patterns - Part 4
Complete guide to production-hardening GenAI systems: guardrails, HITL workflows, incident response,...
#aws#genai#production#mlops
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Deploynix5d ago • 7 min read
Connecting Deploynix to Sentry for Error Tracking in Production
Set up Sentry error tracking with Deploynix for Laravel. Configure release tracking, source maps, en...
#deploynix#laravel#monitoring#production
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The BookMaster2d ago • 3 min read
The Attention Economy Inside Your Agent
Every AI agent has a finite attention budget. Not the token context window — that's the container......
#ai#agents#production#engineering
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Atlas Whoff10h ago • 4 min read
Claude Opus 4.7 Is Burning Your Budget: 4 Token Multipliers Nobody Warns You About
Claude Opus 4.7 Is Burning Your Budget: 4 Token Multipliers Nobody Warns You...
#claude#ai#production#devops
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Jordan Bourbonnais2d ago • 3 min read
Keeping Your AI Agents Alive: A Production Monitoring Playbook You Actually Need
You know that feeling when your AI agent goes silent in production and you have no idea why? That 3....
#comment#monitorer#agents#production
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DevOps Guy3d ago • 0 min read
Building MLOps Safety Pipelines: AI Deployment Guide for Startups
Learn to build fail-safe MLOps safety pipelines with automated checks, model rollbacks, and cost-eff...
#mlops#aisafety#production#devops
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Baba Manga6d ago • 4 min read
How Agentic AI Tools Are Transforming Aerospace Production
Aerospace production is one of the most demanding industrial domains in the world. Every component,....
#aerospace#production#agents#ai
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