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Mike Czerwinski profile picture

Mike Czerwinski

Building jugeni. LLM mechanics · forensic watermarking · operator discipline · Polish-tech multidomain.

Location Poland Joined Joined on  twitter website

Pronouns

Pronounced ju-geh-nee.

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Vibe coding is not a level. It's an axis.
jugeni profile

Vibe coding is not a level. It's an axis.

#ai #llm #productivity #architecture
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Comments 28
4 min read
Smooth Operator x AI: Three Receipts, Six Maybes
jugeni profile

Smooth Operator x AI: Three Receipts, Six Maybes

#discuss #ai #writing #llm
1
Comments
7 min read

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They Said My Comment Was AI. So What?
jugeni profile

They Said My Comment Was AI. So What?

#discuss #ai #writing #llm
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Comments 4
3 min read
I Mined 2,505 Traders. The Only Edge Was What Not to Do.
jugeni profile

I Mined 2,505 Traders. The Only Edge Was What Not to Do.

#ai #datascience #trading #crypto
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Comments 3
6 min read
A published win rate is the actor auditing itself
jugeni profile

A published win rate is the actor auditing itself

#python #crypto #trading #llmops
2
Comments
7 min read
My trading bot said it was trading for four days... he was lying

Why a bot cannot be its own auditor
jugeni profile

My trading bot said it was trading for four days... he was lying

#ai #crypto #trading #agents
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Comments 19
8 min read
I built jugeni two weeks ago and I have no idea what it does anymore
jugeni profile

I built jugeni two weeks ago and I have no idea what it does anymore

#ai #agents #productivity #tooling
4
Comments
4 min read
A Verifier Role Is Not a Verified Verifier
jugeni profile

A Verifier Role Is Not a Verified Verifier

#ai #agents #llmops #evaluation
3
Comments 2
8 min read
I built a football bot that doesn't watch football. It's #2 in our World Cup league.
jugeni profile

I built a football bot that doesn't watch football. It's #2 in our World Cup league.

#showdev #ai #agents #llmops
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Comments 4
5 min read
A quorum costume: why agent verification needs fault injection
jugeni profile

A quorum costume: why agent verification needs fault injection

#ai #agents #llmops #agentmemory
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Comments 26
12 min read
You can't be your own second view: four AI failures from one day of operator work
jugeni profile

You can't be your own second view: four AI failures from one day of operator work

#ai #agents #llmops #agentmemory
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Comments 8
6 min read
Salience is not carry value: notes from a running session-memory pipeline
jugeni profile

Salience is not carry value: notes from a running session-memory pipeline

#ai #llmops #agents #memory
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Comments 2
7 min read
Anthropic measured the human side. Five operators are building the agent side.
jugeni profile

Anthropic measured the human side. Five operators are building the agent side.

#ai #llmops #agents #operatordiscipline
5
Comments 8
3 min read
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