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Qwen 3.8 27B: The Frontier LLM That Fits on Your Laptop — Architecture, Reasoning Control & Agentic Integration
Manoranjan Rajguru
Manoranjan Rajguru
Manoranjan Rajguru
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Sep 16
Qwen 3.8 27B: The Frontier LLM That Fits on Your Laptop — Architecture, Reasoning Control & Agentic Integration
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llm
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ai
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machinelearning
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opensource
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18 min read
The LLM Knowledge-Reasoning Tradeoff: Why 2026's Best Models Are Deliberately Fact-Minimized — And Faster Than Ever
Manoranjan Rajguru
Manoranjan Rajguru
Manoranjan Rajguru
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Sep 16
The LLM Knowledge-Reasoning Tradeoff: Why 2026's Best Models Are Deliberately Fact-Minimized — And Faster Than Ever
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ai
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machinelearning
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devops
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18 min read
OpenSpec Quickstart: Install, Workflow, and Common Pitfalls
Rost
Rost
Rost
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Sep 17
OpenSpec Quickstart: Install, Workflow, and Common Pitfalls
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aicoding
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llm
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ai
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dev
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10 min read
Ollama says my model does 13,826 tokens/sec. It does 43.
Ivan Stankovic
Ivan Stankovic
Ivan Stankovic
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Sep 15
Ollama says my model does 13,826 tokens/sec. It does 43.
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ollama
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llm
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performance
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debugging
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5 min read
The Tests Passed. The Function Already Existed.
hidetzu
hidetzu
hidetzu
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Sep 15
The Tests Passed. The Function Already Existed.
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llm
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codegeneration
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python
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techdebt
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6 min read
RAG Is Not a Vector Database Problem. It’s a Data Problem.
Kainat Saricioglu
Kainat Saricioglu
Kainat Saricioglu
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Sep 16
RAG Is Not a Vector Database Problem. It’s a Data Problem.
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data
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llm
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rag
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software
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8 min read
What Does a Local LLM Actually Cost per Month? I Read the Meters.
Arsen Apostolov
Arsen Apostolov
Arsen Apostolov
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Sep 20
What Does a Local LLM Actually Cost per Month? I Read the Meters.
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ai
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hardware
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llm
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5 min read
From token prices to task prices: three jobs, seven APIs
hc_xshh
hc_xshh
hc_xshh
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Oct 9
From token prices to task prices: three jobs, seven APIs
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ai
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api
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llm
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programming
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13 min read
Running an LLM as a Pipeline Step Without 2am Surprises
Vaishnav Prabhu
Vaishnav Prabhu
Vaishnav Prabhu
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Oct 9
Running an LLM as a Pipeline Step Without 2am Surprises
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dataengineering
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ai
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llm
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devops
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2 min read
The payment authorization pattern: giving an agent a wallet without giving it your bank account
orbiresearch
orbiresearch
orbiresearch
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Oct 9
The payment authorization pattern: giving an agent a wallet without giving it your bank account
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ai
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agents
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llm
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security
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3 min read
I Built a Customer Support Agent That Remembers With Hindsight
Yashashree yellapu
Yashashree yellapu
Yashashree yellapu
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Sep 29
I Built a Customer Support Agent That Remembers With Hindsight
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agents
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ai
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7 min read
What Happens When an AI Remembers You Overruled It?
sreekarvvns
sreekarvvns
sreekarvvns
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Sep 29
What Happens When an AI Remembers You Overruled It?
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ai
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llm
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software
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4 min read
I put my gaming GPU in front of Claude. It took three-quarters of the calls, and a 22M model beat the lot
Developer at Fortitude Omnis Group
Developer at Fortitude Omnis Group
Developer at Fortitude Omnis Group
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Sep 29
I put my gaming GPU in front of Claude. It took three-quarters of the calls, and a 22M model beat the lot
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ai
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llm
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machinelearning
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dotnet
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11 min read
OpenAI's Decisions API vs System One: the same request in two shapes, and how to call 13 decision models with the OpenAI SDK
weirui chen
weirui chen
weirui chen
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Oct 9
OpenAI's Decisions API vs System One: the same request in two shapes, and how to call 13 decision models with the OpenAI SDK
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ai
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openai
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llm
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api
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3 min read
What Context Does an AI Spreadsheet Copilot Need Before It Can Explain a Workbook?
FeasibilityproAI Analysis
FeasibilityproAI Analysis
FeasibilityproAI Analysis
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Oct 9
What Context Does an AI Spreadsheet Copilot Need Before It Can Explain a Workbook?
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ai
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llm
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softwareengineering
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7 min read
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