#hypothesis

How to debug when your brain has gone soft: rebuilding diagnostic skills

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How to debug when your brain has gone soft: rebuilding diagnostic skills

DEV Community·Alan West·17 days ago

#debugging #productivity #testing #test #hypothesis #fullscreen

Lost your debugging instincts to AI autocomplete? Here's a hypothesis-driven workflow to rebuild diagnostic skills, with a flaky-test walkthrough.

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Threat Hunting

DEV Community·丁久·18 days ago

#6wFeweM4

#threat #security #devops #cloud #hunting #hypothesis

Comprehensive guide to hypothesis-driven threat hunting with MITRE ATT&CK mapping, tooling strategies, and data source analysis.

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Bug Bounty Mode in Spectrion

DEV Community·Denis Babkevich·18 days ago

#RNcJDKRL

#why #hypothesis #agents #cybersecurity #fullscreen #bounty

Bug Bounty Mode is Spectrion's dedicated workflow for authorized security research. It is designed...

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[Day 5] My Cat-LoRA Got Worse With 45x More Photos. So I Figured Out Why and Fixed It.

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[Day 5] My Cat-LoRA Got Worse With 45x More Photos. So I Figured Out Why and Fixed It.

DEV Community·PEPPERCORN·22 days ago

#VFWRwYK5

#hypothesis #variation #canonical #localllm #lora #captions

Day 5 of my 100-experiment local LLM challenge. Re-trained the Day 2 cat-LoRA with 45x the data. It got worse. Curated the data down to 213 truly-my-cat photos and re-trained — it came back to v1 quality. Then tested whether richer captions help further.…

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