
engineering partner for non-tech founders, more at https://xitter.cf/t.co/nfWJRCKwox | building @penfightxyz
馃煩馃煡馃煡馃煡馃煡 to no skill issues
Joined May 2021
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enrolled and looking forward to it hehe
Given how quickly AI is advancing, I am adding a bunch of super interesting topics to my upcoming Applied AI Cohort 6. Here's a glimpse...
1. How Claude Code Works
2. Jev and Clairic
3. Parallel, Sub, and Long-Running Agents
4. Multi-agent Task Decomposition
5. Production Issues in Multi-Agent Systems
6. Memory Write and Read Paths
7. Agent Reliability
8. Cost Efficiency
Over the last five cohorts, I have continuously refined the content based on feedback, production learnings, and countless technical discussions with participants.
With every cohort, the goal has been to make the content more practical (testimonials reflect the same), relevant, and closer to the problems engineers are solving in the real world.
The goal is simple:
"I know how to call an LLM API" -> "I can design and build production-grade AI systems."
The cohort is extremely practical. We spend very little time on slides and almost all our time reasoning about production problems, writing code, dissecting real systems, discussing trade-offs, and understanding why certain approaches fail in practice.
The focus is on building the right mental models and developing an intuition that stays useful even as models and frameworks evolve.
Cohort 6 starts on 14th November.
Curriculum, schedule, testimonials, and enrollment details are available here: arpitbhayani.me/ai
brain is meant to shut off parts that one doesnt use
as and when ai becomes the artificial frontal lobe for everyone to outsource their thinking to, there won't be any originality
consciously engaging in problem solving is more imp than ever
never in my life have i met someone who isn't surprised when i tell them i'm from the northeast after telling them my name is amarjeet
man atp even bhakts have run out of good reasons to justify all these
amar retweeted
a week ago we made spectating matches live for our players
in just a week we have seen 1000+ matches watched live, ppl choosing sides & cheering for other players
one of the matches saw 17 ppl watching the match till the end
what's interesting is that spectating is fun where you can actively participate, whistle for the player you're support or throw a paper ball to the opponent & have banter
still early days with this but excited how this shapes & grows over time
try it out w/ ur friends -- penfight.xyz
ha ye karlo pehle
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