Ali Suleyman TOPUZ - DEV Community

Ali Suleyman TOPUZ

Sep 13

Building a Production-Grade Eval Pipeline for Your Agent, Not Just a Demo

#llmevaluation #microsoftagentframew #dotnet #agents

12 min read

Ali Suleyman TOPUZ

Sep 13

Microsoft.Extensions.AI’s New Failover Feature Has a Streaming Blind Spot

#ai #dotnet #llmops #streaming

1

12 min read

Ali Suleyman TOPUZ

Sep 13

Inside a Real Multi-Agent Claude Code Setup: Two Leads, 9 Projects, 40 Prompts a Day

#architecture #multiagentsystems #agenticai #developertools

13 min read

Ali Suleyman TOPUZ

Sep 13

Your .NET Agent Is in Production, Your Engineering Discipline Isn’t.

#microsoftagentframew #llmevaluation #dotnet #agenticai

13 min read

Ali Suleyman TOPUZ

Sep 13

I Got Claude Code to Talk to GPT, Grok, and a Local Ollama Model. Here’s What Actually Held Up

#ollama #agenticai #llmrouting #claude

8 min read

Ali Suleyman TOPUZ

Sep 13

Graph as Architecture, Not Graph as Data: Why I Stopped Reaching for GraphRAG First

#graphrag #agenticai #langgraph #rags

13 min read

Ali Suleyman TOPUZ

Sep 13

Claude Code Is an Operating Layer for Engineering Work: I Went Looking for Proof Instead of Just…

#claude #agenticai #developertools #mcpserver

13 min read

Ali Suleyman TOPUZ

Sep 13

The World Your Agent Thinks In: What Two Ontology Experiments Taught Me About Graph Design

#llmengineering #knowledgegraph #dotnet #agents

13 min read

Ali Suleyman TOPUZ

Sep 13

Agent Skills vs MCP: I Stopped Reading Hot Takes and Measured the Actual Context Cost

#architecture #llm #agenticai #mcpserver

12 min read

Ali Suleyman TOPUZ

Sep 13

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

Ali Suleyman TOPUZ

Sep 13

The Real Cost Curve of Running Agents in Production, One Layer at a Time

#agenticai #promptengineering #finops #llmcostoptimization

13 min read

Ali Suleyman TOPUZ

Sep 13

An AI Agent “Attacked” a Gym in Australia. It Wasn’t Trying To.

#aisafety #claude #cybersecurity #agenticai

11 min read

Ali Suleyman TOPUZ

Sep 6

What a Bad Week of AI Agent Headlines Actually Teaches About Oversight

#agenticai #cybersecurity #llmsecurity #aisafety

14 min read

Ali Suleyman TOPUZ

Sep 6

I Finally Put Claude Managed Agents’ August Update Through Its Paces, and It Fixes the Four Things…

#anthropicclaude #llm #claudemanagedagents #agenticai

12 min read

Ali Suleyman TOPUZ

Sep 6

The Case Against Your Own Agent Stack: What Contrarians Get Right This Year

#softwareengineering #retrievalaugmentedge #agenticai #vectordatabase

13 min read

Ali Suleyman TOPUZ

Sep 6

I Made Claude Code Stop Reading My PDFs Itself. Here’s the NotebookLM Pipeline That Actually Works

#agenticai #claudecode #contextengineering #llm

12 min read

Ali Suleyman TOPUZ

Sep 6

The Anatomy of an AI Coding Agent Sandbox Escape

#claudecode #agenticai #applicationsecurity #sandbox

1

13 min read

Ali Suleyman TOPUZ

Sep 6

Nobody Reads the Diff Anymore: How Senior Teams Are Actually Reviewing AI-Written Code

#testing #architecture #claudecode #codereview

12 min read

Ali Suleyman TOPUZ

Sep 6

I Stopped Memorizing System Design Answers. Here’s What Actually Got Me Through Interviews in 2026

#aiengineering #systemdesignintervie #softwareengineering #distributedsystems

19 min read

Ali Suleyman TOPUZ

Sep 6

I Actually Built All 18 Agentic AI Patterns. Here Is What The Listicles Don’t Tell You

#agenticai #architecture #llm #mcpserver

20 min read

Ali Suleyman TOPUZ

Sep 6

ChatClient Middleware vs Agent Middleware in Microsoft Agent Framework: What I Learned After…

#microsoftagentframew #dotnet #agenticai

14 min read

Ali Suleyman TOPUZ

Sep 6

LongRunning MCP Tools .NET What Actually Happens When Your ToolCall Outlives the Client's Patience

#azurefunctions #dotnet #modelcontextprotocol #agenticai

14 min read

Ali Suleyman TOPUZ

Sep 6

I Tried to Verify “Self-Repairing AI Systems” by Actually Installing the Thing

#harnessengineering #agenticai #contextengineering #claudecode

15 min read

Ali Suleyman TOPUZ

Sep 6

Harness, Loop, and Graph: What I Learned Building the Same AI Agent Three Different Ways

#agenticai #modelcontextprotocol #architecture #langgraph

15 min read

Ali Suleyman TOPUZ

Sep 6

I Tried Building With WebMCP Before Gemini in Chrome Could Even Call It

#agenticai #javascript #webmcp #webdev

8 min read

Ali Suleyman TOPUZ

Sep 6

I Spent Two Weeks Trying to Break CommandFlow, the “Pragmatic Alternative” to CQRS and MediatR

#mediatr #dotnet #softwareengineering #csharp

15 min read

Ali Suleyman TOPUZ

Sep 6

Rippling Burned 40% of Its Engineering Budget on AI Tokens.

#ai #opensource #finops #developertools

6 min read

Ali Suleyman TOPUZ

Sep 6

Microsoft Turned Agent Orchestration Into a YAML File. I Built the Gate Before I’d Trust It.

#agenticai #microsoftagentframew #devops #mlops

9 min read

Ali Suleyman TOPUZ

Aug 23

70+ System Design Terms for Beginners

#distributedsystems #backenddevelopment #systemsthinking #softwareengineering

16 min read

Ali Suleyman TOPUZ

Aug 23

Every Agent Platform Needs a Front Door: A Production YARP Gateway with Runtime Config

#agents #architecture #llm #dotnet

15 min read

Ali Suleyman TOPUZ

Aug 23

I Built DPoP in .NET 10 by Hand. Then I Found the Package That Makes It Unnecessary.

#dpop #apisecurity #oauth2 #dotnet

12 min read

Ali Suleyman TOPUZ

Aug 23

I Kept Hitting GPU Out-of-Memory Errors at 100K Tokens: Here’s What Was Actually Eating the Memory

#agenticai #llm #aiengineering #machinelearning

9 min read

Ali Suleyman TOPUZ

Aug 16

I Read the OpenAI and Anthropic Eval-Escape Reports, Then Went and Checked My Own Agent’s Sandbox

#devsecops #anthropicclaude #aisecurity #llmagent

1

7 min read

Ali Suleyman TOPUZ

Aug 16

Four Tools I Bolted Onto My Claude Agent (and Why Each One Earned Its Place)

#llmobservability #mcpserver #developertools #agents

7 min read

Ali Suleyman TOPUZ

Aug 16

Enterprise AI Patterns for .NET Developers: 12 Patterns I Wish I Had on Day One

#dotnet #ai #agenticai #machinelearning

12 min read

Ali Suleyman TOPUZ

Aug 16

I Learned Eval Environments Aren’t Fort Knox.

#docker #agents #networksecurity #devsecops

6 min read

Ali Suleyman TOPUZ

Aug 16

Codebase Memory for AI Agents: A LangGraph Pipeline That Actually Stays Accurate

#langgraph #agents #mlops #awsbedrock

11 min read

Ali Suleyman TOPUZ

Aug 16

I Tried Microsoft Agent Framework’s New Declarative Workflows (1.0)

#python #microsoftagentframew #llm #llmorchestration

10 min read

Ali Suleyman TOPUZ

Aug 16

AI Agent Attack Surface: Lessons from a Week of Sandbox Escapes and Eval Breaches

#promptengineering #agents #aisecurity #devsecops

1

9 min read

Ali Suleyman TOPUZ

Aug 16

The Verification Gap: Why “Done” Is Not a Fact About Your Codebase

#agents #devops #aisafety #softwareengineering

10 min read

Ali Suleyman TOPUZ

Aug 16

From Prompt Engineering to Harness Engineering: How .NET Teams Should Build Around Claude Code

#claudecode #devops #dotnet #architecture

8 min read

Ali Suleyman TOPUZ

Aug 16

We Broke Webhooks Three Times Before Getting Durable Delivery Right (ASP.NET Core)

#systemdesignintervie #webhooks #systemdesignconcepts #systemsthinking

14 min read

Ali Suleyman TOPUZ

May 25

Agentic Architectures — Article 5: Harness Engineering and the Agent Runtime Layer

#agenticai #llm #aws #mcp

1

23 min read

Ali Suleyman TOPUZ

Apr 11

Building an Eval Stack for a LangGraph Agent: From LangFuse to AWS AgentCore

#langgraph #aiagentdevelopment #amazonbedrock #llmops

11 min read

Ali Suleyman TOPUZ

Mar 31

Agentic Architectures — Article 4: Agentic Protocols (MCP and A2A)

#softwareengineering #architecture #api #artificialintelligen

12 min read

Ali Suleyman TOPUZ

Mar 31

Agentic Architectures — Article 3: AgentOps

#devops #softwareengineering #artificialintelligen #machinelearning

10 min read

Ali Suleyman TOPUZ

Mar 29

Agentic Architectures — Article 2: Advanced Coordination and Reasoning Patterns

#architecture #machinelearning #softwareengineering #artificialintelligen

9 min read

Ali Suleyman TOPUZ

Mar 29

Agentic Architectures — Article 1: The Agentic AI Maturity Model

#artificialintelligen #machinelearning #softwareengineering #agenticai

9 min read

Ali Suleyman TOPUZ

Mar 21

Semantic Kernel for Enterprise AI: Architecting Production-Grade LLM Integration in .NET

#agents #distributedsystems #semantickernel #sre

1

15 min read

Ali Suleyman TOPUZ

Mar 21

Semantic Kernel for Enterprise AI: Architecting Production-Grade LLM Integration in .NET

#finops #enterpriseai #agents #sre

15 min read

Ali Suleyman TOPUZ

Mar 21

AI-Powered Code Generation and Testing in .NET:

#testautomation #finops #codegeneration #sre

15 min read

Ali Suleyman TOPUZ

Mar 21

Leading Through Technical Crisis: A Staff Engineer’s Guide to Architecture, Resilience, and…

#technicalleadership #engineeringleadershi #crisismanagement #architecture

15 min read

Ali Suleyman TOPUZ

Mar 21

Accessibility-First Software Engineering: Building Inclusive Systems from the Ground Up

#softwaredesign #a11y #engineering #architecture

1

9 min read

Ali Suleyman TOPUZ

Mar 21

Vector Search and Queryable Encryption in .NET: Engineering Secure AI Systems at Scale

#search #encryption #enterprisearchitectu #machinelearning

3 min read

Ali Suleyman TOPUZ

Mar 21

Semantic Kernel and AI Agent Architecture: Orchestrating Enterprise LLMs in .NET 9

#semantickernel #agents #designsystems #llmorchestration

5 min read

Ali Suleyman TOPUZ

Feb 16

Leadership Through Technical Crisis Management: A Systems-Based Framework for Engineering Leaders

#technicalleadership #architecture #designsystems #engineeringmanagemen

4 min read

Ali Suleyman TOPUZ

Feb 15

LLM Integration in Distributed Systems: Engineering for Reliability at Scale

#distributedsystems #llmintegration #aiengineering #designsystems

7 min read

Ali Suleyman TOPUZ

Feb 15

Advanced LangGraph Orchestration: Enterprise-Ready AI Workflow Management

#python #multiagentsystems #langgraph #llmops

6 min read

Ali Suleyman TOPUZ

Feb 13

AI Agent Architecture Patterns: Engineering for Autonomy, Resilience, and Control

#dotnet #aiarchitecture #architecture #distributedsystems

11 min read

Ali Suleyman TOPUZ

Feb 13

The Great AI Agent Showdown of 2026: OpenAI, AutoGen, CrewAI, or LangGraph?

#agents #openai #architecture #artificialintelligen

2

9 min read

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