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How Much GPU You Actually Need for Local Code Review in 2026
Pavel Espitia
Pavel Espitia
Pavel Espitia
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Jul 30
How Much GPU You Actually Need for Local Code Review in 2026
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ai
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ollama
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hardware
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productivity
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5 min read
Ollama 0.32.0の「ローカルAIエージェント」を本番機で試せなかった話 — 共有GPUインフラのバージョンを上げない判断と、リリースノートと現物のドリフト
bigkijimon
bigkijimon
bigkijimon
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Jul 30
Ollama 0.32.0の「ローカルAIエージェント」を本番機で試せなかった話 — 共有GPUインフラのバージョンを上げない判断と、リリースノートと現物のドリフト
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ollama
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llm
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macos
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ai
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1 min read
Run AI Models Locally with Ollama: Full Privacy, Zero Cost
Muhammad Zulqarnain
Muhammad Zulqarnain
Muhammad Zulqarnain
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Jul 30
Run AI Models Locally with Ollama: Full Privacy, Zero Cost
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ollama
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localai
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privacy
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selfhosted
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2 min read
I Gave My AI a Memory. It Changed Everything.
Sam Hartley
Sam Hartley
Sam Hartley
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Jul 29
I Gave My AI a Memory. It Changed Everything.
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ai
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rag
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ollama
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selfhosted
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5 min read
My Local AI Stack, Mid-2026: What Survived and What I Dropped
Pavel Espitia
Pavel Espitia
Pavel Espitia
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Jul 29
My Local AI Stack, Mid-2026: What Survived and What I Dropped
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ai
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ollama
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webdev
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productivity
2
reactions
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5 min read
Six queries, three runs, every mean 8 — and the fine-tune wasn't why
Francis Oyakhire
Francis Oyakhire
Francis Oyakhire
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Jul 23
Six queries, three runs, every mean 8 — and the fine-tune wasn't why
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ollama
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ai
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fintech
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africa
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6 min read
Local LLMs for an Infra-Monitoring Agent: The Ollama think Bug, and Why I Still Chose a Cloud Model
MediBlackSand
MediBlackSand
MediBlackSand
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Jul 21
Local LLMs for an Infra-Monitoring Agent: The Ollama think Bug, and Why I Still Chose a Cloud Model
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ai
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ollama
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selfhosted
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sysadmin
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comments
6 min read
I Built a Personal AI That Actually Knows My Projects (RAG + Ollama, Zero Cloud)
Sam Hartley
Sam Hartley
Sam Hartley
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Jul 19
I Built a Personal AI That Actually Knows My Projects (RAG + Ollama, Zero Cloud)
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ai
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rag
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ollama
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selfhosted
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5 min read
AI ERD Design With Ollama: Schema Help That Never Leaves Your Machine
Son Tran
Son Tran
Son Tran
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Jul 18
AI ERD Design With Ollama: Schema Help That Never Leaves Your Machine
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ai
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ollama
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database
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privacy
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5 min read
Run Qwen Coder & DeepSeek Locally: The 2026 Free AI Pair-Programmer Setup
Pavel Espitia
Pavel Espitia
Pavel Espitia
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Jul 16
Run Qwen Coder & DeepSeek Locally: The 2026 Free AI Pair-Programmer Setup
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ai
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ollama
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productivity
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tutorial
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7 min read
Ollama Model Loading RCE: Three Years of the Same Bug Class, One Self-Hosted LLM Runtime
Diego Diaz
Diego Diaz
Diego Diaz
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Jul 16
Ollama Model Loading RCE: Three Years of the Same Bug Class, One Self-Hosted LLM Runtime
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rce
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ollama
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llmsecurity
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modelloading
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7 min read
It Fits and It Benchmarks Well. Will It Do Your Job?
Brad Kinnard
Brad Kinnard
Brad Kinnard
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Jul 20
It Fits and It Benchmarks Well. Will It Do Your Job?
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ai
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machinelearning
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llm
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ollama
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4 min read
One MCP Server, Two Models: An Always-On Ops Agent That Costs $0
Giulio D'Erme
Giulio D'Erme
Giulio D'Erme
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Jul 15
One MCP Server, Two Models: An Always-On Ops Agent That Costs $0
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mcp
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ai
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ollama
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devops
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15 min read
I Built a Dead-Simple API Gateway for My Local LLMs in 50 Lines of Python
Sam Hartley
Sam Hartley
Sam Hartley
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Jul 15
I Built a Dead-Simple API Gateway for My Local LLMs in 50 Lines of Python
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ai
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ollama
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selfhosted
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python
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4 min read
I built a 100% local invoice reader with Ollama + n8n — the real trick was teaching it NOT to guess
Alberto Landa
Alberto Landa
Alberto Landa
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Jul 18
I built a 100% local invoice reader with Ollama + n8n — the real trick was teaching it NOT to guess
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n8n
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ollama
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automation
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ai
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2 min read
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