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pm25coder

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The extraction returned zero memories, and nothing screamed

Silent failures in AI memory loops
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The extraction returned zero memories, and nothing screamed

#ai #agents #programming #devops
8
Picked as gem Comments 11
4 min read

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A credential fetch is a read: the containment guard your write-target sandbox was missing
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A credential fetch is a read: the containment guard your write-target sandbox was missing

#security #ai #programming #devops
1
Comments
3 min read
The reader named the payload the estimator walks past. The fix took 74 minutes.
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The reader named the payload the estimator walks past. The fix took 74 minutes.

#programming #ai #devops #testing
1
Comments
3 min read
A reader calibrated the guard's threshold. The next reader found the heartbeat's blind spot.
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A reader calibrated the guard's threshold. The next reader found the heartbeat's blind spot.

#devops #programming #ai #testing
2
Comments
4 min read
A guard that has never fired and a guard that stopped running look identical on disk
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A guard that has never fired and a guard that stopped running look identical on disk

#testing #programming #ai #devops
2
Comments 4
3 min read
Undefined CSS variables fail silently: two failures in one evening, and the guard that checks reality
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Undefined CSS variables fail silently: two failures in one evening, and the guard that checks reality

#programming #testing #gui #css
2
Comments
3 min read
We shipped two context-engineering features in one afternoon. We reverted them by dinner.
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We shipped two context-engineering features in one afternoon. We reverted them by dinner.

#ai #llm #programming #devops
3
Comments 1
4 min read
50 minutes from issue to merged fix: when the readers find the boundary you shipped past

Reader comments turned into live code in hours
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50 minutes from issue to merged fix: when the readers find the boundary you shipped past

#ai #llm #programming #devops
7
Comments 8
5 min read
148K estimated, 222K real: when the token counter drifts, the safety net goes silent
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148K estimated, 222K real: when the token counter drifts, the safety net goes silent

#ai #llm #programming #devops
3
Comments 11
5 min read
When the self-improving agent almost lost the host's work: a postmortem
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When the self-improving agent almost lost the host's work: a postmortem

#discuss #agents #ai #opensource
2
Comments 5
4 min read
Every complaint is a ticket: a feedback-to-PR loop that runs itself
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Every complaint is a ticket: a feedback-to-PR loop that runs itself

#ai #opensource #python
Comments
5 min read
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