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I tested cheap vs expensive LLMs across 3 real agent tasks. The cheap model won every time.
Aimilios Vikatos
Aimilios Vikatos
Aimilios Vikatos
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May 21
I tested cheap vs expensive LLMs across 3 real agent tasks. The cheap model won every time.
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ai
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python
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llm
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opensource
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4 min read
Measuring AI Gateway Failover: 30 Days of Production Data
Marcus Chen
Marcus Chen
Marcus Chen
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May 21
Measuring AI Gateway Failover: 30 Days of Production Data
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mlops
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llm
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infrastructure
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devops
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3 min read
Agent Series (5): Intent Recognition and Routing — Making Agents Actually Understand Users
WonderLab
WonderLab
WonderLab
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May 26
Agent Series (5): Intent Recognition and Routing — Making Agents Actually Understand Users
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agents
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ai
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langchain
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llm
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11 min read
Routing diffusion inference traffic across three providers
Elise Moreau
Elise Moreau
Elise Moreau
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May 21
Routing diffusion inference traffic across three providers
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machinelearning
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llm
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mlops
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infrastructure
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4 min read
ToolRouter: Switch AI Coding Tools Freely Without Losing Context
Nilofer 🚀
Nilofer 🚀
Nilofer 🚀
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May 22
ToolRouter: Switch AI Coding Tools Freely Without Losing Context
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machinelearning
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llm
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python
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opensource
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6 min read
Beyond the Stateless Prompt: Building an Auditable Product Intelligence Pipeline with Cascadeflow and Hindsight
Ritu.R
Ritu.R
Ritu.R
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May 21
Beyond the Stateless Prompt: Building an Auditable Product Intelligence Pipeline with Cascadeflow and Hindsight
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ai
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architecture
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dataengineering
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llm
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5 min read
Putting an LLM Gateway in Front of Our Build Agents
claire nguyen
claire nguyen
claire nguyen
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May 21
Putting an LLM Gateway in Front of Our Build Agents
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infrastructure
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devops
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sre
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llm
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4 min read
You Probably Don't Need 8-Bit Quantization
Billy Bob Gurr
Billy Bob Gurr
Billy Bob Gurr
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May 21
You Probably Don't Need 8-Bit Quantization
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ai
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llm
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opensource
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hardware
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2 min read
The README Was a Protocol. The Entrypoint Was Still Optional.
Kwansub Yun
Kwansub Yun
Kwansub Yun
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May 21
The README Was a Protocol. The Entrypoint Was Still Optional.
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llm
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contextengineering
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architecture
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ai
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8 min read
How to Build a Local LLM Agent to Automate Work List Generation from Monthly Reports (With Jira Integration)
Sergey Laptick
Sergey Laptick
Sergey Laptick
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May 21
How to Build a Local LLM Agent to Automate Work List Generation from Monthly Reports (With Jira Integration)
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ai
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llm
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8 min read
End-to-End Observability for vLLM and TGI: from DCGM to Tokens
samuel desseaux
samuel desseaux
samuel desseaux
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May 21
End-to-End Observability for vLLM and TGI: from DCGM to Tokens
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sre
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observability
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llm
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13 min read
AI 週報 — 2026-05-15 to 2026-05-22 | 當 IPO 傳聞撞上 27 萬人部署規模
Yang Goufang
Yang Goufang
Yang Goufang
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May 22
AI 週報 — 2026-05-15 to 2026-05-22 | 當 IPO 傳聞撞上 27 萬人部署規模
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ai
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machinelearning
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tech
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llm
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3 min read
Your No-Code AI Agent Has a Memory Problem
Vaishnavi Gudur
Vaishnavi Gudur
Vaishnavi Gudur
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May 21
Your No-Code AI Agent Has a Memory Problem
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security
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ai
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llm
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agents
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2 min read
RAG Series (24): Code RAG — Teaching AI to Understand Your Codebase
WonderLab
WonderLab
WonderLab
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May 21
RAG Series (24): Code RAG — Teaching AI to Understand Your Codebase
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ai
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rag
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llm
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7 min read
We Connected an LLM to a 12-Year-Old Codebase. Here's What Broke.
Empiric Infotech LLP
Empiric Infotech LLP
Empiric Infotech LLP
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May 21
We Connected an LLM to a 12-Year-Old Codebase. Here's What Broke.
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ai
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architecture
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llm
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node
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5 min read
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