The Helpful Tipper

Agentic WorkflowsAIAI AgentsMCPTools

When to Replace Your AI Agent’s Context Files With MCP (and When Not To)

When an AI agent keeps getting something wrong because it doesn’t know the project, my first…

Klea Merkuri

Oct 27, 2026 · 16 min read

A minimalist calligraphy line art illustration showing a cluttered, overwhelmed figure at a desk on the left transitioning to an elegant, abstract linear figure soaring upward on the right, symbolizing prompt engineering becoming out of date.

Is Prompt Engineering Still Worth Learning? What to Learn Next (and When)

Klea Merkuri

October 21, 2026

What Is an AI Harness? You’re Probably Already Using One

Klea Merkuri

October 13, 2026

How to Start Using AI at Work When You’re Overwhelmed by the Tools

Klea Merkuri

October 6, 2026

How to Understand AI-Generated Code in 5 Minutes

Klea Merkuri

September 29, 2026

This Is What I Built For My First Hackathon

Klea Merkuri

September 24, 2026

Explore Topics

Latest Posts

AIAI AgentsLocal AITools

Why OpenClaw And Hermes AI Agents Aren’t Actually Free

For weeks now, my YouTube feed and the weekly articles I read to stay current have…

Klea Merkuri

Aug 5, 2026 · 16 min read

AIDeveloperProgramming

Why AI Code Review Is Now Secretly Killing Developers

I open a PR, the code looks clean, I run it through AI to help me…

Klea Merkuri

Aug 1, 2026 · 13 min read

AIAI AgentsDevToolsGoogle ChromeTools

I Went Looking Into a New MCP and Found One Nobody’s Actually Using Yet

I have a weekly habit of reading through new tech and AI news, mostly to keep…

Klea Merkuri

Jul 28, 2026 · 26 min read

CareerDeveloperJob HuntLife

9 Hidden Signals Killing Your Job Search Right Now

I submitted a take-home project, then didn’t hear back for three months. Three months was long…

Klea Merkuri

Jul 25, 2026 · 13 min read

AI Agents Need a Resume, So I Built Them One

I was trying to figure out how I’d actually hire an AI agent for a real…

Klea Merkuri

Jul 16, 2026 · 21 min read

AIAI AgentsWeb DevelopmentWorkflow

It Looks Like AI Is Actually Now Your Most Expensive Hire

I was watching a YouTube ad for an app I still haven’t bothered to open. It…

Klea Merkuri

Jul 13, 2026 · 15 min read

AIAI AgentsAI ChatbotDockerLocal AIOllamaRAGRedis

Let’s Build An Insanely Useful Local AI Agent With Docker

I could build a local AI agent without Docker. A vector database installed locally, a Python…

Klea Merkuri

Jul 10, 2026 · 47 min read

DockerProjectsToolsWeb Development

This Is How To Stop Guessing What Docker Actually Does

The most recent “works on my machine” moment was a custom MCP server I built for…

Klea Merkuri

Jul 8, 2026 · 17 min read

Agentic WorkflowsGoogle AntigravityProduct engineeringPrompt Engineering

Solo, No Team: This Is How VersoID Actually Got Built

I didn’t set out to build a mobile app. I was heading to a networking event…

Klea Merkuri

Jul 3, 2026 · 15 min read

Agentic WorkflowsAIProjectsWeb DevelopmentWorkflow

Why AI-Generated Code Actually Fails And How To Fix It

I scaffolded Staylight, a small travel-booking demo I built for a presentation, almost entirely through prompts….

Klea Merkuri

Jul 1, 2026 · 22 min read

AICareerDeveloperJob HuntWeb Development

This Is Why Your Engineering Role No Longer Makes Sense

Picture two browser tabs, side by side. Same seniority. Same vague “competitive salary” non-answer at the…

Klea Merkuri

Jun 28, 2026 · 20 min read

Chrome ExtensionGoogle ChromeJob HuntTools

This Is The Free Browser Extension Your Job Search Needs

I had a spreadsheet. The problem was never setting it up; it was going back to…

Klea Merkuri

Jun 22, 2026 · 17 min read

When to Replace Your AI Agent’s Context Files With MCP (and When Not To)

Is Prompt Engineering Still Worth Learning? What to Learn Next (and When)

What Is an AI Harness? You’re Probably Already Using One

How to Start Using AI at Work When You’re Overwhelmed by the Tools

How to Understand AI-Generated Code in 5 Minutes

This Is What I Built For My First Hackathon

Explore Topics

Latest Posts

Why OpenClaw And Hermes AI Agents Aren’t Actually Free

Why AI Code Review Is Now Secretly Killing Developers

I Went Looking Into a New MCP and Found One Nobody’s Actually Using Yet

9 Hidden Signals Killing Your Job Search Right Now

AI Agents Need a Resume, So I Built Them One

It Looks Like AI Is Actually Now Your Most Expensive Hire

Let’s Build An Insanely Useful Local AI Agent With Docker

This Is How To Stop Guessing What Docker Actually Does

Solo, No Team: This Is How VersoID Actually Got Built

Why AI-Generated Code Actually Fails And How To Fix It

This Is Why Your Engineering Role No Longer Makes Sense

This Is The Free Browser Extension Your Job Search Needs

Why AI Code Review Is Now Secretly Killing Developers

Let’s Build An Insanely Useful Local AI Agent With Docker

Is DeepSeek V4 Pro Actually Free? I Set It Up to Find Out

I Tried the ‘Code for Free with Local AI’ Setup. Here’s What Actually Happened.

This Is The Reason Why You Sound More Like AI

😏 Don’t miss these tips!