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Debashish Ghosal3d ago • 14 min read
Most AI Second Opinions Are Theater. I Built a System That Actually Fights Back.
The first time I ran two LLMs against the same pull request, 89% of their "debate" was fake. Not.....
#ai#healthydebate#testing#llm
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Debashish Ghosal3d ago • 5 min read
My LLM Critic Disagreed With Itself on Every Trial. The Safe Part Was the Code I Didn’t Trust It to Touch.
In the My Agent Refused 96 Times. That Was the Right Output., I argued that the most valuable output...
#ai#healthydebate#testing#llm
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Debashish Ghosal2d ago • 10 min read
Two Projects, One Problem — What PlannerCritic and AdversarialDebate Each Got Wrong
I built two systems this year that try to solve the same problem from opposite...
#ai#healthydebate#dogfood#testing
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Debashish Ghosal2d ago • 12 min read
The Best Model Pair in My Field Test Was Also the Least Trustworthy
v0.2.1 RELEASED — Aug 28, 2026. Release notes · Field test report · v0.2.2 release notes v0.2.2...
#ai#trustworthy#healthydebate#llm
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Marcus Vane3d ago • 4 min read
THE DEATH OF THE CRAFTSMAN: Software, AI Slop, and the Loss of the Soul in Coding
[ENGINEERING PHILOSOPHY — THE DEATH OF SOFTWARE CRAFT] AUTHOR: v4ne (Marcus Vane) CLASSIFICATION:.....
#productivity#programming#healthydebate
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diverse matters3d ago • 1 min read
Smarter Ways to Handle Men's Health Needs
Modern busy schedules leave little time for unnecessary trips to local stores, especially for...
#healthydebate#wellness#discuss#awareness
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Muhammad 3d ago • 3 min read
Legal Nurse Consultant Los Angeles: Professional Support for Medical-Legal Cases
Legal cases involving injuries, medical treatment, and healthcare records often require a detailed.....
#seoservise#mentalhealth#healthydebate#digitalworkplace
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Cross Border Care6d ago • 6 min read
How to Choose the Right Transplant Hospital in India: A Complete Guide for International Patients
India has become an important destination for patients seeking complex transplant procedures because...
#healthydebate#health
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Piyush5d ago • 4 min read
IVF Treatment: Cost, Hospitals, Fertility Doctors | India
IVF (In Vitro Fertilization) is an assisted reproductive treatment that helps people achieve...
#healthydebate#ivf#fertilizeeggs#ai
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Priyanka Kithania5d ago • 1 min read
Why Brand Health Tracking Matters for Business Growth
Brand health tracking helps businesses understand how customers perceive, recognize, and connect wit...
#brand#healthydebate
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