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klement Gunndu

SWE @. Building autonomous AI agents with top-grade discipline. Python, LangChain, Claude Code. The agent writes our articles. I just read them.

Joined Joined on  github website

Education

Masters in CompSci

Work

SWE

RAG From First Principles: Why Every AI App Retrieves Before It Generates
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RAG From First Principles: Why Every AI App Retrieves Before It Generates

#ai #rag #llm #machinelearning
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7 min read

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AI-Generated Code Is Building Tech Debt You Can't See
klement_gunndu profile

AI-Generated Code Is Building Tech Debt You Can't See

#ai #programming #devops #architecture
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Comments 3
9 min read
5 MCP Dev Summit Takeaways That Change How You Build Python Agents
klement_gunndu profile

5 MCP Dev Summit Takeaways That Change How You Build Python Agents

#mcp #python #ai #programming
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Comments 1
6 min read
Lock Down Claude Code With 5 Permission Patterns
klement_gunndu profile

Lock Down Claude Code With 5 Permission Patterns

#ai #programming #productivity #python
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Comments
6 min read
Inside Claude Code's Hidden Multi-Agent Architecture
klement_gunndu profile

Inside Claude Code's Hidden Multi-Agent Architecture

#ai #architecture #programming #agents
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Comments 2
4 min read
What 512K Lines of Leaked Claude Code Taught Me About AI Tool Design

Hardcoded safety hooks for agent tools
klement_gunndu profile

What 512K Lines of Leaked Claude Code Taught Me About AI Tool Design

#ai #python #architecture #programming
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Comments 14
5 min read
5 Red Flags in AI Product Demos That PMs Should Never Ignore
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5 Red Flags in AI Product Demos That PMs Should Never Ignore

#discuss #ai #productivity #career
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Comments 11
6 min read
How to Read Any Codebase in 30 Minutes With AI Tools
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How to Read Any Codebase in 30 Minutes With AI Tools

#ai #beginners #programming #productivity
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Comments 3
6 min read
Pick the Right Claude Code Model for Every Task
klement_gunndu profile

Pick the Right Claude Code Model for Every Task

#claudecode #ai #productivity #tutorial
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Comments 15
6 min read
Ask Your CSV Anything: Build a Data Analysis Agent in Python
klement_gunndu profile

Ask Your CSV Anything: Build a Data Analysis Agent in Python

#ai #python #machinelearning #tutorial
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Comments
8 min read
Your MCP Server Has No Tests. Here Are 4 Patterns to Fix That.
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Your MCP Server Has No Tests. Here Are 4 Patterns to Fix That.

#mcp #python #testing #ai
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Comments 6
6 min read
Vibe Coding Got You Started. These 5 Skills Keep You Employed.
klement_gunndu profile

Vibe Coding Got You Started. These 5 Skills Keep You Employed.

#ai #beginners #career #programming
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Comments 16
6 min read
Your API Wasn't Designed for AI Agents. Here Are 5 Fixes.
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Your API Wasn't Designed for AI Agents. Here Are 5 Fixes.

#ai #python #architecture #webdev
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Comments 28
7 min read
4 Claude Code Workflows That Write Your Python Tests
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4 Claude Code Workflows That Write Your Python Tests

#claudecode #python #testing #tutorial
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Comments 16
10 min read
Write Better AI Agent Tools: 5 Python Patterns LLMs Actually Understand
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Write Better AI Agent Tools: 5 Python Patterns LLMs Actually Understand

#ai #python #tutorial #programming
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Comments
9 min read
Containerize Your AI Agent Stack With Docker Compose: 4 Patterns That Work
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Containerize Your AI Agent Stack With Docker Compose: 4 Patterns That Work

#docker #ai #devops #tutorial
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Comments 9
6 min read
Your AI Agent Will Be Prompt-Injected. Here's How to Defend It.
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Your AI Agent Will Be Prompt-Injected. Here's How to Defend It.

#ai #python #security #beginners
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Comments 32
7 min read
Spacecraft Don't Trust Their Own Code. Neither Should Your AI Agent.
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Spacecraft Don't Trust Their Own Code. Neither Should Your AI Agent.

#ai #python #architecture #space
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Comments 3
7 min read
AI-Generated Code Is Building Tech Debt You Can't See
klement_gunndu profile

AI-Generated Code Is Building Tech Debt You Can't See

#ai #programming #devops #architecture
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Comments 9
9 min read
Context Engineering for AI Agents: 4 Patterns That Replace Prompt Hacking
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Context Engineering for AI Agents: 4 Patterns That Replace Prompt Hacking

#ai #python #programming #tutorial
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Comments
6 min read
Connect Claude Code to Your Tools With MCP: 5 Setups That Work
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Connect Claude Code to Your Tools With MCP: 5 Setups That Work

#claudecode #mcp #ai #tutorial
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Comments 8
7 min read
5 Python Scripts That Automate Your Freelance Workflow With AI
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5 Python Scripts That Automate Your Freelance Workflow With AI

#ai #python #productivity #tutorial
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Comments 4
7 min read
MCP Explained for Product Managers: What to Know Before Your Next AI Meeting
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MCP Explained for Product Managers: What to Know Before Your Next AI Meeting

#discuss #ai #productivity #career
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Comments
6 min read
Build Your First Multi-Agent System in Python — 3 Patterns That Scale
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Build Your First Multi-Agent System in Python — 3 Patterns That Scale

#ai #python #beginners #tutorial
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Comments 2
7 min read
Meta Now Lets You Use AI in Coding Interviews. Most Candidates Use It Wrong.
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Meta Now Lets You Use AI in Coding Interviews. Most Candidates Use It Wrong.

#ai #career #programming #productivity
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Comments 14
7 min read
LLM-as-a-Judge: Evaluate Your Models Without Human Reviewers
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LLM-as-a-Judge: Evaluate Your Models Without Human Reviewers

#ai #python #machinelearning #tutorial
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Comments 7
6 min read
The AI Engineering Stack in 2026: What to Learn First
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The AI Engineering Stack in 2026: What to Learn First

#ai #career #python #beginners
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Comments 5
7 min read
Test Your AI Agent Like a Senior Engineer: 4 Patterns That Work
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Test Your AI Agent Like a Senior Engineer: 4 Patterns That Work

#ai #python #testing #architecture
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Comments 10
7 min read
Build an AI Agent Loop in 50 Lines of Python
klement_gunndu profile

Build an AI Agent Loop in 50 Lines of Python

#ai #python #tutorial #beginners
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Comments 6
7 min read
Stop Calling One LLM: Route Between Models With 30 Lines of Python
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Stop Calling One LLM: Route Between Models With 30 Lines of Python

#ai #python #tutorial #productivity
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Comments 8
6 min read
Build Your First MCP Server in Python — 3 Patterns You Need
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Build Your First MCP Server in Python — 3 Patterns You Need

#python #mcp #ai #tutorial
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Comments 9
7 min read
Build 5 Custom Claude Code Skills That Save Hours Every Week
klement_gunndu profile

Build 5 Custom Claude Code Skills That Save Hours Every Week

#claudecode #ai #productivity #tutorial
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Comments
7 min read
Ship AI Agents Like Software: 5 CI/CD Patterns That Prevent Silent Failures
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Ship AI Agents Like Software: 5 CI/CD Patterns That Prevent Silent Failures

#ai #devops #python #tutorial
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Comments
7 min read
How to Evaluate AI Coding Tools Without Wasting 3 Months
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How to Evaluate AI Coding Tools Without Wasting 3 Months

#ai #programming #productivity #devops
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Comments
6 min read
Claude Code Hooks: 5 Automations That Replaced My Manual Workflow
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Claude Code Hooks: 5 Automations That Replaced My Manual Workflow

#ai #productivity #tutorial #devops
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Comments
6 min read
4 Patterns From Space Life Support That Will Save Your Backend
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4 Patterns From Space Life Support That Will Save Your Backend

#python #architecture #devops #programming
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Comments
8 min read
5 Prompt Engineering Patterns That Actually Work in Production
klement_gunndu profile

5 Prompt Engineering Patterns That Actually Work in Production

#ai #python #promptengineering #productivity
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Comments 18
7 min read
7 Questions Every PM Should Ask Before Greenlighting an AI Agent
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7 Questions Every PM Should Ask Before Greenlighting an AI Agent

#discuss #ai #productivity #career
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Comments
6 min read
How to Escape Tutorial Hell and Ship Real Code
klement_gunndu profile

How to Escape Tutorial Hell and Ship Real Code

#beginners #career #programming #productivity
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Comments 13
6 min read
5 AI Portfolio Projects That Actually Get You Hired in 2026
klement_gunndu profile

5 AI Portfolio Projects That Actually Get You Hired in 2026

#ai #career #python #beginners
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Comments
7 min read
Build a RAG Pipeline in Python That Actually Works
klement_gunndu profile

Build a RAG Pipeline in Python That Actually Works

#ai #python #tutorial #beginners
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Comments 58
7 min read
Trace Your AI Agent With OpenTelemetry in Python
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Trace Your AI Agent With OpenTelemetry in Python

#ai #python #devops #tutorial
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Comments 1
7 min read
Build Your First AI Agent in Python — No ML Degree Required
klement_gunndu profile

Build Your First AI Agent in Python — No ML Degree Required

#ai #python #beginners #tutorial
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Comments
7 min read
4 Fault Tolerance Patterns Every AI Agent Needs in Production
klement_gunndu profile

4 Fault Tolerance Patterns Every AI Agent Needs in Production

#ai #python #architecture #tutorial
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Comments 2
7 min read
5 Ways to Cut Your AI Agent's API Bill by 80%
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5 Ways to Cut Your AI Agent's API Bill by 80%

#ai #python #tutorial #productivity
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Comments 6
7 min read
Stop Parsing JSON by Hand: Structured LLM Outputs With Pydantic
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Stop Parsing JSON by Hand: Structured LLM Outputs With Pydantic

#python #ai #tutorial #pydantic
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Comments
7 min read
Your First AI Agent Will Fail. Here's How to Debug It.
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Your First AI Agent Will Fail. Here's How to Debug It.

#ai #python #tutorial #devops
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Comments 6
7 min read
Stop Guessing If Your AI Agent Works: 3 Eval Patterns That Catch Failures First
klement_gunndu profile

Stop Guessing If Your AI Agent Works: 3 Eval Patterns That Catch Failures First

#ai #python #testing #tutorial
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Comments 2
5 min read
The 12 Laws of AI-Native Companies — What NASA Taught Me About Agent Governance
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The 12 Laws of AI-Native Companies — What NASA Taught Me About Agent Governance

#ai #architecture #agents #devops
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Comments
9 min read
Your MCP Server Is a Security Hole. Here's How to Lock It Down.
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Your MCP Server Is a Security Hole. Here's How to Lock It Down.

#security #mcp #devops #ai
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Comments 2
6 min read
Build Your First AI Agent: Ace Your Dev Job Search
klement_gunndu profile

Build Your First AI Agent: Ace Your Dev Job Search

#ai #career #python #beginners
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Comments
11 min read
From Zero to AI Agent: Your First Python Project Guide
klement_gunndu profile

From Zero to AI Agent: Your First Python Project Guide

#ai #beginners #python #career
Comments
6 min read
Why Your AI Job Search Fails & How Agents Can Fix It
klement_gunndu profile

Why Your AI Job Search Fails & How Agents Can Fix It

#ai #career #productivity #beginners
Comments
9 min read
Benchmark AI Agents: A Data-Driven Guide for ML Engineers
klement_gunndu profile

Benchmark AI Agents: A Data-Driven Guide for ML Engineers

#ai #machinelearning #python #devops
Comments 2
10 min read
Stop Losing Context: Mastering CLAUDE.md for AI Coding
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Stop Losing Context: Mastering CLAUDE.md for AI Coding

#ai #programming #productivity #python
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Comments
9 min read
The Hidden Architecture Costs of Reliable Multi-Agent Systems
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The Hidden Architecture Costs of Reliable Multi-Agent Systems

#architecture #ai #devops #llm
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Comments
9 min read
Why Your AI Agent Forgets Everything (And How to Fix It)
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Why Your AI Agent Forgets Everything (And How to Fix It)

#ai #python #langchain #tutorial
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Comments 5
11 min read
5 Python Async Patterns Every AI Engineer Needs
klement_gunndu profile

5 Python Async Patterns Every AI Engineer Needs

#python #ai #tutorial #programming
Comments
8 min read
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