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Building a Production-Grade LLM Application in 8 Weeks: Architecture Decisions, Pitfalls, and Best Practices
James Lee
James Lee
James Lee
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Mar 23
Building a Production-Grade LLM Application in 8 Weeks: Architecture Decisions, Pitfalls, and Best Practices
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architecture
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systemdesign
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13 min read
What we learned from 100+ production RAG deployments (free 118-page handbook)
Trilok Kanwar
Trilok Kanwar
Trilok Kanwar
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Feb 17
What we learned from 100+ production RAG deployments (free 118-page handbook)
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machinelearning
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rag
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1 min read
The Onion of Criticality: Stop Asking If AI Writes Better Code
Dmytro Bieliaiev
Dmytro Bieliaiev
Dmytro Bieliaiev
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Feb 18
The Onion of Criticality: Stop Asking If AI Writes Better Code
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productivity
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3 min read
Guardrails for AI Systems: The Architecture of Controlled Trust
Nikhil raman K
Nikhil raman K
Nikhil raman K
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Mar 23
Guardrails for AI Systems: The Architecture of Controlled Trust
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responsibleai
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architecture
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3 min read
Fine-tuning a 0.5B LLM to run on a potato laptop
Arjun Singh
Arjun Singh
Arjun Singh
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Mar 23
Fine-tuning a 0.5B LLM to run on a potato laptop
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agents
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automation
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llm
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4 min read
Hive: A Lightweight Multi-Agent Orchestrator
nwyin
nwyin
nwyin
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Mar 23
Hive: A Lightweight Multi-Agent Orchestrator
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agents
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6 min read
Your Multi-Agent Framework Handles Operations. What About the Other Five?
Philipp Enderle
Philipp Enderle
Philipp Enderle
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Mar 2
Your Multi-Agent Framework Handles Operations. What About the Other Five?
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8 min read
Kenosha Da S Ai Sanction A Blueprint For Safe Llms In High Risk Legal Work
Delafosse Olivier
Delafosse Olivier
Delafosse Olivier
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Feb 17
Kenosha Da S Ai Sanction A Blueprint For Safe Llms In High Risk Legal Work
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ai
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programming
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7 min read
KimiAI-Pro — Engineering a Structured, Streaming, Multi-Project AI Workspace
Hemant
Hemant
Hemant
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Feb 17
KimiAI-Pro — Engineering a Structured, Streaming, Multi-Project AI Workspace
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systemdesign
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architecture
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5 min read
How to Enforce LLM Spend Limits Per Team Without Slowing Down Your Engineers
Deepti Shukla
Deepti Shukla
Deepti Shukla
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Mar 23
How to Enforce LLM Spend Limits Per Team Without Slowing Down Your Engineers
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7 min read
Run LLMs locally in Flutter apps
pielouNW
pielouNW
pielouNW
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Mar 23
Run LLMs locally in Flutter apps
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flutter
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6 min read
Low-Rank Matrix Factorization: Shrinking LLMs Without Breaking Their Brain
Madhesh .v
Madhesh .v
Madhesh .v
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Feb 17
Low-Rank Matrix Factorization: Shrinking LLMs Without Breaking Their Brain
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deeplearning
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2 min read
Production Optimization: Inference Cost and Performance Control
James Lee
James Lee
James Lee
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Mar 23
Production Optimization: Inference Cost and Performance Control
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performance
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10 min read
I Built an AI Clone of Myself - Fine-Tuning with 10 Years of Data and Voice Cloning
Jonathan P.
Jonathan P.
Jonathan P.
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Feb 17
I Built an AI Clone of Myself - Fine-Tuning with 10 Years of Data and Voice Cloning
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13 min read
Why Your AI Cites Real Sources That Never Said That (And the 3-Layer Fix)
Yaseen
Yaseen
Yaseen
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Mar 23
Why Your AI Cites Real Sources That Never Said That (And the 3-Layer Fix)
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6 min read
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