Mirza Iqbal

n8n Ambassador and Verified Expert Partner. Mastra Agent Ambassador. Clay Creator. v0 Ambassador. 17+ years in enterprise automation, €5.5M+ saved for DACH clients incl. BMW and Telekom.

Frankfurt Joined on Dec 17, 2023 https://github.com/mjmirza

Education

Harvard, Passau, IIUI

Pronouns

He/Him

Work

Automating Ops

Mirza Iqbal

Jul 16

macOS runs out of application memory because your dead dev servers never die

#webdev #javascript #node #devops

7 min read

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Mirza Iqbal

Jul 16

Doing the work was the easy part, hitting Submit was the whole fight

#discuss #webdev #productivity #motivation

2 min read

Mirza Iqbal

Jul 15

Hetzner was cheaper at every size I tested and I still chose managed Postgres

#postgres #database #devops #architecture

7 min read

Mirza Iqbal

Jul 14

Users reloaded my homepage three times before it rendered and the fix was one line

#react #nextjs #webdev #debugging

7 min read

Mirza Iqbal

Jul 13

I open-sourced the app store rejection playbook so you stop guessing

#opensource #ios #android #productivity

3 min read

Mirza Iqbal

Jul 12

Chat Control is what regulation looks like when you meet it as a headline

#discuss #privacy #security #gdpr

3 min read

Mirza Iqbal

Jul 11

Cutting juniors is the most expensive way to cut costs

#discuss #career #management #ai

3 min read

Mirza Iqbal

Jul 10

Rewrite budgets get approved, rewrites never get finished

#discuss #architecture #career #programming

4 min read

Mirza Iqbal

Jul 9

Feeling behind never left me, even after 16 years and four titles

#discuss #career #productivity #watercooler

3 min read

Mirza Iqbal

Jul 8

Reading a new codebase cover to cover is the slowest way to learn it

#career #webdev #beginners #productivity

3 min read

Mirza Iqbal

Jul 7

5 reasons your AI ignores half of what you tell it

#claudecode #ai #productivity #automation

4 min read

Mirza Iqbal

Jul 6

I do my best work where nobody can judge it

#discuss #career #productivity #mentalhealth

4 min read

Mirza Iqbal

Jul 6

I stopped selling the whole stack to enterprise buyers

#n8n #clay #automation #enterprise

3 min read

Mirza Iqbal

Jul 5

Built faster with AI and quietly lost the thread on my own systems

#ai #agents #productivity #career

4 min read

Mirza Iqbal

Jul 3

Blamed the model for months when the real gap was memory

#claudecode #ai #productivity #agents

3 min read

Mirza Iqbal

Jul 2

Watched enterprise teams ship openai to production and hit the same wall

#openai #ai #llmops #enterprise

3 min read

Mirza Iqbal

Jul 1

Ran 20.7 billion tokens on one subscription and still felt behind

#career #ai #productivity #buildinpublic

3 min read

Mirza Iqbal

Jul 1

Your subscription does not cover the job running while you sleep

#claudecode #ai #llmops #productivity

4 min read

Mirza Iqbal

Jun 29

I stopped trusting my agent the day it agreed with everything

#claudecode #ai #productivity #agents

4 min read

Mirza Iqbal

Jun 28

83 percent done, then it died with nothing to resume from

#claudecode #automation #productivity #devops

4 min read

Mirza Iqbal

Jun 27

Why your content pipeline produces the wrong articles

#automation #agents #productivity #ai

4 min read

Mirza Iqbal

Jun 26

I wrote like a consultant until I learned to write like a person

#meta #writing #devto

2 min read

Mirza Iqbal

Jun 25

Every rule I add to my setup has to kill an old one

#meta #productivity #writing

2 min read

Mirza Iqbal

Jun 24

I go silent on the work they assign me, and shine where nobody looks

#discuss #career #productivity #motivation

4 min read

Mirza Iqbal

Jun 23

I paid a cloud API to read three sentences out loud for months

#ai #productivity #tts #claudecode

4 min read

Mirza Iqbal

Jun 23

Every break in my career came from a person who said yes

#watercooler #career #mentorship #mentalhealth

2 min read

Mirza Iqbal

Jun 22

I finish the hard build in private, then freeze at publish

#watercooler #career #productivity #mentalhealth

3 min read

Mirza Iqbal

Jun 22

Eight rulebooks govern a DACH launch, and the strictest quietly wins

#security #compliance #devops #llmops

3 min read

Mirza Iqbal

Jun 21

4 mistakes that kept me building and never shipping

#career #productivity #ai #webdev

3 min read

Mirza Iqbal

Jun 21

Stop sleeping your agent loop for 5 minutes

#claudecode #ai #llmops #agents

4 min read

Mirza Iqbal

Jun 20

Your agent takes orders from the web pages it reads

#discuss #ai #agents #security

4 min read

Mirza Iqbal

Jun 20

I capped my Claude Code setup so every new rule kills an old one

#claudecode #ai #productivity #career

4 min read

Mirza Iqbal

Jun 19

Ship an AI agent without a kill switch and you are the incident

#discuss #ai #devops #architecture

2 min read

Mirza Iqbal

Jun 19

I lost a week to the bugs my AI created while fixing one

#ai #productivity #programming #claudecode

4 min read

Mirza Iqbal

Jun 18

Why your n8n workflow dies every quarter at 3am

#n8n #automation #devops #llmops

2 min read

Mirza Iqbal

Jun 17

My self-improving agent setup works because it never edits itself

#claudecode #agents #automation #ai

3 min read

Mirza Iqbal

Jun 16

Your CLAUDE.md is charging rent on every single prompt

#claudecode #llmops #productivity #ai

2 min read

Mirza Iqbal

Jun 16

Why your AI agent agrees with everything you say

#discuss #ai #productivity #agents

2 min read

Mirza Iqbal

Jun 15

I stopped blaming the model when my AI broke working code

#discuss #ai #programming #productivity

3 min read

Mirza Iqbal

Jun 14

My nightly Claude Code cron was about to start costing real money

#claudecode #llmops #automation #devops

3 min read

Mirza Iqbal

Jun 14

My 8-hour job died at hour 3 and I had checkpointed almost nothing

#claudecode #automation #productivity #devops

3 min read

Mirza Iqbal

Jun 13

I stopped letting the invoice be the first place I learn my LLM costs spiked

#claudecode #llmops #devtools #productivity

3 min read

Mirza Iqbal

Jun 12

I automated my content pipeline and it kept writing the wrong articles

#automation #agents #productivity #ai

3 min read

Mirza Iqbal

Jun 12

My first production agent was spaghetti because one layer did three jobs

#mastra #agents #ai #vercel

3 min read

Mirza Iqbal

Jun 12

My first production agent was spaghetti because one layer did three jobs

#mastra #agents #ai #vercel

3 min read

Mirza Iqbal

Jun 11

Green tests, broken docs. Dogfooding caught what 15 tests missed

#bash #testing #documentation #cli

3 min read

Mirza Iqbal

Jun 11

I keep shipping my best work to an audience of one

#discuss #career #productivity #devto

2 min read

Mirza Iqbal

Jun 10

Four ambassador titles and I still could not press publish

#discuss #career #productivity #beginners

3 min read

Mirza Iqbal

Jun 10

3 patterns broke when I ran Claude Code unattended for 7 days

#claudecode #ai #productivity #automation

4 min read

Mirza Iqbal

Jun 8

Your MCP server's write tools are silently dropping their body

#mcp #typescript #ai #opensource

3 min read

Mirza Iqbal

Jun 8

Your private GitHub repo CI is one quota away from going red

#github #cicd #devops #claudecode

4 min read

Mirza Iqbal

Jun 7

5 ways your CLAUDE.md rules quietly fail

#claudecode #ai #productivity #automation

4 min read

Mirza Iqbal

Jun 5

Gemma 4 makes on-device multimodal AI good enough to ship

#ai #gemma #llm #opensource

4 min read

Mirza Iqbal

Jun 5

Stop blaming the prompt for your agent bugs

#agents #claudecode #llmops #architecture

4 min read

Mirza Iqbal

Jun 4

The 20 percent automation cannot close is the part that pays you

#automation #ai #agents #enterprise

3 min read

Mirza Iqbal

Jun 3

Why my agent forgets the project. Memory tier mismatch.

#claudecode #ai #productivity #agents

4 min read

Mirza Iqbal

Jun 3

GPT cost failure "enterprise teams" must address immediately in week two!

#gpt #ai #llmops #enterprise

3 min read

Mirza Iqbal

Jun 2

The agent setup that updates itself. What self-evolving actually means in practice

#claudecode #agents #automation #ai

4 min read

Mirza Iqbal

Jun 2

AI reported success.

#ai #llmops #enterprise #agents

4 min read

Mirza Iqbal

Jun 1

A weekly tool-use test is the only signal

#llm #openrouter #agents #claudecode

3 min read

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