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The Silent Regression: Why AI in Production Needs Observability, Not Just Monitoring
fabiancooper profile

The Silent Regression: Why AI in Production Needs Observability, Not Just Monitoring

#ai #mlops #aiengineering #observability
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7 min read
Automating Database Migrations with LLM Agents: From Schema Diff to Production-Ready Code
mtahir27 profile

Automating Database Migrations with LLM Agents: From Schema Diff to Production-Ready Code

#aiengineering #llmagents #databasemigrations #automation
Comments
10 min read
CrewAI vs LangGraph vs AutoGen: Multi-Agent Compared
devtoaaron profile
ke yi

CrewAI vs LangGraph vs AutoGen: Multi-Agent Compared

#aiengineering #frameworkcomparison
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14 min read
When a State‑Machine Orchestrator Beats a Long Prompt Chain
techamit95ch profile

When a State‑Machine Orchestrator Beats a Long Prompt Chain

#aiengineering #llm #caching #observability
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8 min read
How to stop an LLM from inventing numbers: evidence containment and numeral tracing
ali_ahmed_44ee99051e327ce profile

How to stop an LLM from inventing numbers: evidence containment and numeral tracing

#aiengineering #llms #hallucinations #evaluation
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3 min read
How I got my first pull request merged into LiteLLM
ali_ahmed_44ee99051e327ce profile

How I got my first pull request merged into LiteLLM

#opensource #aiengineering #llms
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2 min read
Why LLM cost dashboards lie when two deployments share a model name
ali_ahmed_44ee99051e327ce profile

Why LLM cost dashboards lie when two deployments share a model name

#aiengineering #llms #opensource #finops
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3 min read
What's inside a GPU? Cores, streaming multiprocessors and the memory problem
ali_ahmed_44ee99051e327ce profile

What's inside a GPU? Cores, streaming multiprocessors and the memory problem

#hardware #gpu #aiengineering
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3 min read
How to build a secure MCP server with OAuth 2.1: lessons from a CRM connector
ali_ahmed_44ee99051e327ce profile

How to build a secure MCP server with OAuth 2.1: lessons from a CRM connector

#aiengineering #mcp #oauth #security
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4 min read
Your AI agent thinks its tasks were deleted: how to write tool errors for LLM agents
ali_ahmed_44ee99051e327ce profile

Your AI agent thinks its tasks were deleted: how to write tool errors for LLM agents

#aiagents #aiengineering #mcp #opensource
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3 min read
I Built a RAG Chatbot for My Portfolio Without a Vector Database (BM25 + Next.js + Vercel AI SDK)
tayloramitverma profile

I Built a RAG Chatbot for My Portfolio Without a Vector Database (BM25 + Next.js + Vercel AI SDK)

#aiengineering #nextjspayload
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9 min read
MCP Client Implementation Guide: Transport, Tools, and Errors
veduis profile
Veduis

MCP Client Implementation Guide: Transport, Tools, and Errors

#ai #typescript #aiengineering #modelcontextprotocol
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10 min read
Phone-Use AI Agents: Mika vs ESP32 iPhone Agent
devtoaaron profile
ke yi

Phone-Use AI Agents: Mika vs ESP32 iPhone Agent

#aiengineering #agentframeworks
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13 min read
Surviving the Model Treadmill: Building AI That Outlives the Model It Launched On
fabiancooper profile

Surviving the Model Treadmill: Building AI That Outlives the Model It Launched On

#ai #aiengineering #mlops #aistrategy
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7 min read
From Prop Drilling to MCP: How the Model Context Protocol Is Changing Frontend Data Architecture
actocodes profile

From Prop Drilling to MCP: How the Model Context Protocol Is Changing Frontend Data Architecture

#propdrilling #mcp #frontendarchitecture #aiengineering
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6 min read
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