30 system prompt files from Claude Code just ended up in a public repo. If you're building AI agents, stop what you're doing and go read them. Anthropic accidentally shipped a source map in their npm…
134188
AI7 months ago
LinkedIn Content Strategy & Writing Style
Growth Engineer @ Lindy | Built a 7K community, now building growth systems
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Marvin Aziz positions himself as a high-velocity Growth Engineer who bridges the gap between non-technical origins and high-level production engineering. His content strategy centers on the transition from basic prompting to building sophisticated agentic systems, offering a transparent look at how he "steals" architectural patterns from industry leaders to refine his own workflows. What makes Marvin notable is his focus on the systemic layers of AI - context, tools, and modular architecture - rather than just surface-level outputs. He thrives at the intersection of startup agility and technical curiosity, often documenting how he uses his own company’s tools to solve personal frustrations like tennis court bookings, effectively humanizing the "cracked engineer" persona while maintaining a sharp focus on growth-driven experimentation.
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30 system prompt files from Claude Code just ended up in a public repo. If you're building AI agents, stop what you're doing and go read them. Anthropic accidentally shipped a source map in their npm…
I just wanted to play tennis. Instead I ended up reverse-engineering an API. I played club tennis in Germany for a few years. Moved to SF, wanted to keep playing. Simple enough. Three problems: 1.…
Nobody at a 30-person startup has one job. You just have one title. My CEO said "what if you did something else" on a Friday. By Monday I was in a growth sync. That's how roles work at a startup thi…
I came from a non-engineering background and now ship production code alongside engineers with a decade of experience. Agentic engineering has four layers. The prompt gets all the attention. The other…
I've been using Claude Code every day for ~3 months. It's already incredible out of the box. But Friday night I watched an engineer yap about his setup that made mine look like a toy. Sub-agents hand…
Anyone can write a better prompt. Few people invest in the layers around it. Context, tools, and skills are where agentic coding stops being a chat tool and starts being a system. Three of the four la…
4.4 posts/week
Posts / Week
1.8 days
Days Between Posts
2
Total Posts Analyzed
HIGH
Posting Frequency
48.22%
Avg Engagement Rate
INCREASING
Performance Trend
450
Avg Length (Words)
HIGH
Depth Level
ADVANCED
Expertise Level
0.85/10
Uniqueness Score
YES
Question Usage
0.8%
Response Rate
Writing style breakdown
<start of post>
I spent the weekend trying to fix my sleep schedule. Instead I built a custom scraper for my Oura Ring data.
Standard dashboards give you averages. Averages are where insights go to die. I wanted to see the correlation between late-night coding sessions and my deep sleep recovery.
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