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Mirza Iqbal profile picture

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.

Location Frankfurt Joined Joined on  Personal website https://github.com/mjmirza github website twitter website

Education

Harvard, Passau, IIUI

Pronouns

He/Him

Work

Automating Ops

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

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

#bash #testing #documentation #cli
Comments
3 min read

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I keep shipping my best work to an audience of one
mjmirza profile

I keep shipping my best work to an audience of one

#discuss #career #productivity #devto
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Comments
2 min read
Four ambassador titles and I still could not press publish
mjmirza profile

Four ambassador titles and I still could not press publish

#discuss #career #productivity #beginners
Comments
3 min read
3 patterns broke when I ran Claude Code unattended for 7 days
mjmirza profile

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

#claudecode #ai #productivity #automation
Comments
4 min read
Your MCP server's write tools are silently dropping their body
mjmirza profile

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

#mcp #typescript #ai #opensource
1
Comments
3 min read
Your private GitHub repo CI is one quota away from going red
mjmirza profile

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

#github #cicd #devops #claudecode
Comments
4 min read
5 ways your CLAUDE.md rules quietly fail
mjmirza profile

5 ways your CLAUDE.md rules quietly fail

#claudecode #ai #productivity #automation
1
Comments 1
4 min read
Gemma 4 makes on-device multimodal AI good enough to ship
mjmirza profile

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

#ai #gemma #llm #opensource
Comments
4 min read
Stop blaming the prompt for your agent bugs
mjmirza profile

Stop blaming the prompt for your agent bugs

#agents #claudecode #llmops #architecture
1
Comments 2
4 min read
The 20 percent automation cannot close is the part that pays you
mjmirza profile

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

#automation #ai #agents #enterprise
2
Comments
3 min read
Why my agent forgets the project. Memory tier mismatch.
mjmirza profile

Why my agent forgets the project. Memory tier mismatch.

#claudecode #ai #productivity #agents
Comments 2
4 min read
GPT cost failure "enterprise teams" must address immediately in week two!
mjmirza profile

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

#gpt #ai #llmops #enterprise
Comments 1
3 min read
The agent setup that updates itself. What self-evolving actually means in practice
mjmirza profile

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

#claudecode #agents #automation #ai
Comments
4 min read
AI reported success.
mjmirza profile

AI reported success.

#ai #llmops #enterprise #agents
Comments
4 min read
A weekly tool-use test is the only signal
mjmirza profile

A weekly tool-use test is the only signal

#llm #openrouter #agents #claudecode
Comments
3 min read
The 5 hidden ways your Claude Code bill quietly doubles
mjmirza profile

The 5 hidden ways your Claude Code bill quietly doubles

#claudecode #ai #llmops #productivity
Comments 2
4 min read
Opus 4.8 barely moved the leaderboard. It moved the one number that decides if your agents can be trusted.
mjmirza profile

Opus 4.8 barely moved the leaderboard. It moved the one number that decides if your agents can be trusted.

#claude #ai #llm #agents
Comments
5 min read
Claude Code's workflow docs are a menu.
mjmirza profile

Claude Code's workflow docs are a menu.

#claudecode #ai #productivity #devtools
Comments 2
4 min read
16 days until Anthropic's Agent SDK billing splits.
mjmirza profile

16 days until Anthropic's Agent SDK billing splits.

#claudecode #ai #llmops #enterprise
Comments
4 min read
Why your agent agrees with everything. The pushback gap.
mjmirza profile

Why your agent agrees with everything. The pushback gap.

#claudecode #ai #productivity #agents
Comments
4 min read
Agent memory poisoning. The 4-stage enterprise damage chain.
mjmirza profile

Agent memory poisoning. The 4-stage enterprise damage chain.

#agents #ai #llmops #enterprise
Comments 8
5 min read
The pattern that keeps long-running jobs alive through cap exhaustion
mjmirza profile

The pattern that keeps long-running jobs alive through cap exhaustion

#claudecode #automation #productivity #devops
Comments
3 min read
I have 160 Claude Code hooks. The 5 that pay rent every day.
mjmirza profile

I have 160 Claude Code hooks. The 5 that pay rent every day.

#claudecode #ai #automation #productivity
Comments
4 min read
5 ways AI agents quietly die inside n8n production
mjmirza profile

5 ways AI agents quietly die inside n8n production

#n8n #agents #automation #llmops
Comments
4 min read
€40 n8n vs 28% weekly Anthropic quota. Which /goal layer should you actually run?
mjmirza profile

€40 n8n vs 28% weekly Anthropic quota. Which /goal layer should you actually run?

#n8n #claudecode #agents #llm
Comments
6 min read
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