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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

Just Geni :)

Work

Agile, Development

Pin Pinned

The Line Is Not Between Human and Machine... It Is Between Code and Judgment.
jugeni profile

The Line Is Not Between Human and Machine... It Is Between Code and Judgment.

#ai #agents #verification #tooling
9
Comments 41
9 min read
Your AI Skills Have Two Dials. Most Ship With One Turned Off.
jugeni profile

Your AI Skills Have Two Dials. Most Ship With One Turned Off.

#ai #agents #llm #tooling
13
Comments 13
6 min read

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A Loop Can Optimize What You Can Name. Taste Notices What You Forgot.
jugeni profile

A Loop Can Optimize What You Can Name. Taste Notices What You Forgot.

#ai #agents #loops #writing
14
Comments 14
8 min read
The Agent Can Own the Loop. It Cannot Own the Receipt That Ends It.
jugeni profile

The Agent Can Own the Loop. It Cannot Own the Receipt That Ends It.

#ai #agents #verification #loops
5
Comments 18
5 min read
Better Models Only Move You Up One Axis of Vibe Coding
jugeni profile

Better Models Only Move You Up One Axis of Vibe Coding

#ai #programming #agents #testing
9
Comments 14
4 min read
Every Post I Publish Gets AI Review. A Hostile Agent Still Found the Holes in Twenty Minutes.
jugeni profile

Every Post I Publish Gets AI Review. A Hostile Agent Still Found the Holes in Twenty Minutes.

#ai #agents #verification #writing
5
Comments 33
5 min read
Smooth Operator x AI: Three Receipts, Six Maybes
jugeni profile

Smooth Operator x AI: Three Receipts, Six Maybes

#discuss #ai #writing #llm
5
Comments
7 min read
They Said My Comment Was AI. So What?
jugeni profile

They Said My Comment Was AI. So What?

#discuss #ai #writing #llm
6
Comments 5
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
3
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
8 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
8
Comments 26
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
4
Comments 6
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
10
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
7
Comments 16
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
5
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
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
12
Comments 32
4 min read
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