If you're in need, I'd happily recommend Damian. Happy to chat if you want to ask me questions before engaging him too.
4004 viral
Professional Networking11 months ago
LinkedIn Content Strategy & Writing Style
CTO & Co-Founder at DoubleLoop (acquired by Mixpanel)
1 person tracking this creator on Viral Brain
Sumit Gupta positions himself as a seasoned technical leader who bridges the gap between high-level product strategy and the messy reality of engineering execution. His content strategy centers on the transition from deterministic software to the unpredictable world of AI agents, using a recurring angle of "human-centric engineering" to explain complex technical shifts. What makes Sumit notable is his ability to translate the abstract challenges of AI into relatable management frameworks, such as treating agent quality like the training of a junior engineer. This creates a unique intersection of founder-led transparency and pragmatic technical mentorship, positioning him as a grounded expert who values production-ready impact over mere demo-day hype.
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If you're in need, I'd happily recommend Damian. Happy to chat if you want to ask me questions before engaging him too.
What a journey. I'm proud to share that DoubleLoop is joining Mixpanel! We've poured so much into building a product that helps teams connect their work to real impact, and now we get to scale that vi…
This is (at least currently) dead-on. The delta between "that's an awesome demo" and "production-ready" with agents of any real complexity can be challenging to bridge. When building agents, you're n…
If you're working even tangentially around AI this worth a watch. I'd even argue if you're just a general AI user this is valuable to watch. To be really honest, I originally started watching to th…
0.1 posts/week
Posts / Week
91 days
Days Between Posts
9
Total Posts Analyzed
LOW
Posting Frequency
42.33%
Avg Engagement Rate
STABLE
Performance Trend
380
Avg Length (Words)
HIGH
Depth Level
ADVANCED
Expertise Level
0.85/10
Uniqueness Score
NO
Question Usage
0.33%
Response Rate
Writing style breakdown
<start of post>
The gap between a cool AI prototype and a tool that actually survives contact with users is massive. Most people underestimate the "unsexy" work required to move from a prompt that works once to a system that works ten thousand times.
When I'm refining these systems, I stop thinking about them as code and start thinking about them as a new hire who hasn't read the handbook yet. You wouldn't fire a junior dev for one mistake, but you would change the documentation so it doesn't happen again. That's the mindset shift needed for production-grade AI.
It's a long road to get it right. But seeing a complex agent finally handle edge cases with grace makes the struggle worth it. 🚀
<end of post>
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