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ANKUSH CHOUDHARY JOHALApr 30, 2026 • 14 min read
Postmortem: How Hallucinations in Mistral Large 2 and Codeium 1.5 Caused a 2026 Production Bug
At 14:32 UTC on March 12, 2026, a single hallucinated type hint in a Codeium 1.5-generated migration...
#postmortem#hallucinations#mistral#large
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ANKUSH CHOUDHARY JOHALApr 28, 2026 • 15 min read
AI Hallucinations Will Cause More Production Outages Than Human Errors by 2027: 2026 Data
In Q3 2026, AI-generated code and configuration hallucinations caused 41% of all production outages....
#hallucinations#cause#more#production
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ANKUSH CHOUDHARY JOHALMay 1, 2026 • 4 min read
Retrospective: How We Reduced LLM Hallucinations by 48% with Guardrails 0.5 and Llama 3.1
Retrospective: How We Reduced LLM Hallucinations by 48% with Guardrails 0.5 and Llama...
#retrospective#reduced#hallucinations#guardrails
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ANKUSH CHOUDHARY JOHAL5d ago • 16 min read
How to Monitor LLM Hallucinations in Production with Datadog 1.20 and LangChain 0.3 – Real-World Data from Meta
In 2024, Meta reported that 23% of LLM-generated responses in production customer support flows...
#monitor#hallucinations#production#datadog
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ANKUSH CHOUDHARY JOHAL6d ago • 14 min read
Debugging LLM Hallucinations in Prod: How We Used LangSmith 0.8 and Datadog 7.0 to Cut Errors by 60%
In Q3 2024, our production LLM-powered customer support chatbot was hallucinating 22% of the time,.....
#debugging#hallucinations#prod#used
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ANKUSH CHOUDHARY JOHAL5d ago • 13 min read
Step-by-Step Guide: Avoid LLM Hallucinations in Production with Claude Code 3.2 and LangChain 0.3 – 73% Fewer Errors
In a 2024 benchmark of 12,000 production LLM queries across 8 enterprise teams, unmitigated...
#stepbystep#guide#avoid#hallucinations
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