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Robert

I run a one-person digital products studio on an agent pipeline. I write up what breaks in production: checks that pass while lying, silent failures, costs that creep.

Location Siemianowice Śląskie, Poland Joined Joined on  Personal website https://neuragrowth.co/ github website
133 commits across 5 repos in 8 active days

133 commits across 5 repos in 8 active days

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1 min read

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Niche pipeline produced 0 new niches on 28 August

Niche pipeline produced 0 new niches on 28 August

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1 min read
A discovery run took 60 minutes instead of 8 and then failed

A discovery run took 60 minutes instead of 8 and then failed

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1 min read
A blog post was rejected at the gate for being too short

A blog post was rejected at the gate for being too short

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A TypeError rejecting 'temperature' stopped discover_trending_niches on 2 consecutive days

A TypeError rejecting 'temperature' stopped discover_trending_niches on 2 consecutive days

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The Schema That Got Too Big To Compile

The Schema That Got Too Big To Compile

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4 min read
Your Health Check Is Talking To Itself

Your Health Check Is Talking To Itself

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4 min read
The Validation Rule That Could Never Fail

The Validation Rule That Could Never Fail

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4 min read
One Game Costs $9.99. The Next One Is Free.

One Game Costs $9.99. The Next One Is Free.

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4 min read
No Roadmap, No Hype: How a Solo Studio Picks What to Build Next

No Roadmap, No Hype: How a Solo Studio Picks What to Build Next

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Why Bilingual EN+PL Beats Trilingual EN+ES+PL on Etsy (Live Data)

Why Bilingual EN+PL Beats Trilingual EN+ES+PL on Etsy (Live Data)

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5 min read
Behind Every NeuraGrowth Cover: Watercolor and AI, Honest Workflow

Behind Every NeuraGrowth Cover: Watercolor and AI, Honest Workflow

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4 min read
AI-Assisted, Handmade, or Slop: A Buyer Three-Question Test

AI-Assisted, Handmade, or Slop: A Buyer Three-Question Test

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3 min read
Four Green Checks That Were Wrong

Four Green Checks That Were Wrong

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4 min read
Three Silent Failures in Two Weeks: What My Agent Pipeline Never Told Me

Three Silent Failures in Two Weeks: What My Agent Pipeline Never Told Me

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Claude Agent SDK vs Claude Code: When To Reach For Which

Claude Agent SDK vs Claude Code: When To Reach For Which

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Agentic Engineering Playbook: How One Developer Ships Like a Team of Five

Agentic Engineering Playbook: How One Developer Ships Like a Team of Five

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9 min read
CLAUDE.md Files: Anatomy of a Production-Ready One

CLAUDE.md Files: Anatomy of a Production-Ready One

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4 min read
Top 5 MCP Servers Worth Setting Up If You Work Solo

Top 5 MCP Servers Worth Setting Up If You Work Solo

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4 min read
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