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OptyxStack

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OptyxStack audits and recovers underperforming AI systems - LLM audit, RAG optimization, accuracy improvement, and inference cost reduction with measurable KPIs.

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A Small Rollout Plan for Prompt and Model Changes

A Small Rollout Plan for Prompt and Model Changes

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3 min read
The AI Incident Report Template I Actually Use for Wrong Answers and Tool Failures

The AI Incident Report Template I Actually Use for Wrong Answers and Tool Failures

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3 min read
We Are Looking for Partners Who Can Open the Right AI Conversations
Cover image for We Are Looking for Partners Who Can Open the Right AI Conversations

We Are Looking for Partners Who Can Open the Right AI Conversations

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4 min read
How to Reduce OpenAI Bill Without Hurting Quality: A Practical Audit Framework
Cover image for How to Reduce OpenAI Bill Without Hurting Quality: A Practical Audit Framework

How to Reduce OpenAI Bill Without Hurting Quality: A Practical Audit Framework

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6 min read
Designing High-Precision LLM RAG Systems: An Enterprise-Grade Architecture Blueprint

Designing High-Precision LLM RAG Systems: An Enterprise-Grade Architecture Blueprint

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4 min read
We Built a Production-Ready Auto-Reply Chatbot (FastAPI + OpenAI + Hybrid Retrieval)

We Built a Production-Ready Auto-Reply Chatbot (FastAPI + OpenAI + Hybrid Retrieval)

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2 min read
OpenAI Bill Audit in 45 Minutes: Token Spend Decomposition (Retries, Tool Loops, Context Bloat)

OpenAI Bill Audit in 45 Minutes: Token Spend Decomposition (Retries, Tool Loops, Context Bloat)

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2 min read
RAG Recall vs Precision: A Practical Diagnostic Guide for Reliable Retrieval

RAG Recall vs Precision: A Practical Diagnostic Guide for Reliable Retrieval

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3 min read
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