Ali Suleyman TOPUZ - DEV Community

Ali Suleyman TOPUZ

Oct 4

Your Knowledge Graph Is Measuring Your Pipeline, Not Your Subject: A Replication Attempt

#agenticrag #agents #python #llmengineering

12 min read

Ali Suleyman TOPUZ

Oct 4

Three Signals Say MCP Is Not Always the Right Tool, and What to Reach For Instead

#llm #agents #contextengineering #architecture

16 min read

Ali Suleyman TOPUZ

Oct 4

Multi-Agent Systems Don’t Have a Consistency Problem. They Have a Database Problem.

#ai #agents #dotnet #distributedsystems

17 min read

Ali Suleyman TOPUZ

Oct 4

Harness, Framework, or SDK: I Audited My Own Agent Stack Against a Real Source-Code Study

#harnessengineering #llm #dotnet #architecture

14 min read

Ali Suleyman TOPUZ

Oct 4

My Eval Suite Was Lying to Me: Auditing the Judge, Not Just the Agent

#dotnet #ollama #agents #llmevaluation

13 min read

Ali Suleyman TOPUZ

Oct 4

Who Authorized the Agent? Building Real Identity and Delegation for AI Agents in .NET

#identity #dotnet #agents #security

12 min read

Ali Suleyman TOPUZ

Oct 4

The Real Cost Curve of Running Agents in Production, From Four Different Companies

#promptcaching #modelrouting #llmcostoptimization #agents

17 min read

Ali Suleyman TOPUZ

Oct 4

.NET + AI in Production: What Actually Works (A Field Survey)

#csharp #ai #nuget #architecture

14 min read

Ali Suleyman TOPUZ

Oct 4

State, Memory, and the Two Camps Fighting Over What Your Agent Should Remember

#csharp #dotnet #agenticai #agenticmemory

16 min read

Ali Suleyman TOPUZ

Oct 4

Three Microsoft Agent Framework Posts, One Working App: RAG, a Custom Agent, and a Workflow Graph…

#dotnet #microsoftagentframew #csharp #rags

12 min read

Ali Suleyman TOPUZ

Oct 4

Your Agent’s Memory Is Probably Wrong: A Practical Guide to Agentic Memory Design

#aisecurity #llmengineering #agenticai #dotnet

16 min read

Ali Suleyman TOPUZ

Oct 4

DeepSeek Harness vs Codex vs Claude Code: What I Learned Comparing Three Agent Harnesses

#agentharness #agenticai #deepseek #openai

13 min read

Ali Suleyman TOPUZ

Oct 4

Seven Ways to Wire an Agent Harness, and What Actually Changes Between Them

#orchestration #claudecode #agenticai #harnessengineering

18 min read

Ali Suleyman TOPUZ

Oct 4

Prompts Are Consumables, Evals Are Capital: Rethinking What Actually Survives a Model Upgrade

#llmengineering #softwaretesting #dotnet #claudecode

15 min read

Ali Suleyman TOPUZ

Oct 4

Your AI Agent’s Reasoning Isn’t as Private as You Think

#apisecurity #llmsecurity #aisecurity

13 min read

Ali Suleyman TOPUZ

Oct 4

Building a One-Person Software Factory: Token-Efficient Agentic Workflows That Actually Hold Up

#developertools #claudecode #agenticai #llmcostoptimization

13 min read

Ali Suleyman TOPUZ

Oct 4

When (Not) to Use MCP in .NET: A Practical Guide

#mcpserver #agenticai #csharp #dotnet

14 min read

Ali Suleyman TOPUZ

Sep 17

Five Rules for a Claude Code Agent That Runs Itself

#autonomoussystem #claudecode #softwareengineering #agenticai

12 min read

Ali Suleyman TOPUZ

Sep 17

The Week Three Real Security Incidents Happened to AI Agents, and What Each One Actually Teaches

#socialengineering #cybersecurity #aisecurity #promptengineering

14 min read

Ali Suleyman TOPUZ

Sep 17

The Real Economics of Running Claude Code Agents in Production

#agenticai #costoptimization #llm #finops

13 min read

Ali Suleyman TOPUZ

Sep 17

What a 17.5x Cost Gap Between Coding Harnesses Actually Teaches You

#aicodingagent #promptcaching #dotnet #llmcostoptimization

15 min read

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

1

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

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