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Ali Suleyman TOPUZ profile picture

Ali Suleyman TOPUZ

lifelong learner.

Location Istanbul, Turkiye Joined Joined on  Email address alisuleymantopuz@gmail.com Personal website https://topuzas.medium.com github website

Education

Bachelor Degree in Applied Science - Computer Science Engineering

Work

Software Engineering, Engineer, Lead, Consultant

Five Rules for a Claude Code Agent That Runs Itself
topuzas profile

Five Rules for a Claude Code Agent That Runs Itself

#autonomoussystem #claudecode #softwareengineering #agenticai
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12 min read
The Week Three Real Security Incidents Happened to AI Agents, and What Each One Actually Teaches
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The Week Three Real Security Incidents Happened to AI Agents, and What Each One Actually Teaches

#socialengineering #cybersecurity #aisecurity #promptengineering
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14 min read
The Real Economics of Running Claude Code Agents in Production
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The Real Economics of Running Claude Code Agents in Production

#agenticai #costoptimization #llm #finops
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13 min read
What a 17.5x Cost Gap Between Coding Harnesses Actually Teaches You
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What a 17.5x Cost Gap Between Coding Harnesses Actually Teaches You

#aicodingagent #promptcaching #dotnet #llmcostoptimization
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15 min read
Building a Production-Grade Eval Pipeline for Your Agent, Not Just a Demo
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Building a Production-Grade Eval Pipeline for Your Agent, Not Just a Demo

#llmevaluation #microsoftagentframew #dotnet #agents
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12 min read
Microsoft.Extensions.AI’s New Failover Feature Has a Streaming Blind Spot
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Microsoft.Extensions.AI’s New Failover Feature Has a Streaming Blind Spot

#ai #dotnet #llmops #streaming
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12 min read
Inside a Real Multi-Agent Claude Code Setup: Two Leads, 9 Projects, 40 Prompts a Day
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Inside a Real Multi-Agent Claude Code Setup: Two Leads, 9 Projects, 40 Prompts a Day

#architecture #multiagentsystems #agenticai #developertools
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13 min read
Your .NET Agent Is in Production, Your Engineering Discipline Isn’t.
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Your .NET Agent Is in Production, Your Engineering Discipline Isn’t.

#microsoftagentframew #llmevaluation #dotnet #agenticai
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13 min read
I Got Claude Code to Talk to GPT, Grok, and a Local Ollama Model. Here’s What Actually Held Up
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I Got Claude Code to Talk to GPT, Grok, and a Local Ollama Model. Here’s What Actually Held Up

#ollama #agenticai #llmrouting #claude
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8 min read
Graph as Architecture, Not Graph as Data: Why I Stopped Reaching for GraphRAG First
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Graph as Architecture, Not Graph as Data: Why I Stopped Reaching for GraphRAG First

#graphrag #agenticai #langgraph #rags
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13 min read
Claude Code Is an Operating Layer for Engineering Work: I Went Looking for Proof Instead of Just…
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Claude Code Is an Operating Layer for Engineering Work: I Went Looking for Proof Instead of Just…

#claude #agenticai #developertools #mcpserver
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13 min read
The World Your Agent Thinks In: What Two Ontology Experiments Taught Me About Graph Design
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The World Your Agent Thinks In: What Two Ontology Experiments Taught Me About Graph Design

#llmengineering #knowledgegraph #dotnet #agents
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13 min read
Agent Skills vs MCP: I Stopped Reading Hot Takes and Measured the Actual Context Cost
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Agent Skills vs MCP: I Stopped Reading Hot Takes and Measured the Actual Context Cost

#architecture #llm #agenticai #mcpserver
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12 min read
I Spent My Weekend Reading the Paper That Cracked Every Major LLM’s “Encrypted” Reasoning, and It’s…
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I Spent My Weekend Reading the Paper That Cracked Every Major LLM’s “Encrypted” Reasoning, and It’s…

#anthropicclaude #aisecurity #llmsecurity
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13 min read