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JohnSep 1, 2026 • 14 min read
Ollama Has No API Authentication: How To Properly Gate Port 11434
Ollama has no username, no password and no API key. Anything that can reach TCP port 11434 can list....
#ollama#security#selfhosted#llm
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Nathan C.Aug 28, 2026 • 4 min read
Flash Onyx 2.2: teaching a local model law and game feel
Starting work on the next Flash Onyx. Two new domains in the system prompt, and why I cut both of th...
#ai#ollama#localllm#opensource
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Nathan C.Aug 29, 2026 • 8 min read
I A/B tested my own system prompt: 24 generations, one clear win, one rule that did nothing | Flash Onyx 2.2
Five new sections in Flash Onyx 2.2, measured against the build from before them, then six rounds of...
#ai#ollama#localllm#opensource
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Nathan C.Aug 30, 2026 • 4 min read
Flash Onyx 2.2 Is Out, and It Finally Finishes the Job
Flash Onyx 2.2 is live on Ollama. It's the model behind FLASH CLI, my local terminal agent, and it.....
#ai#ollama#python#opensource
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Sam HartleyAug 29, 2026 • 6 min read
Why I Stopped Chasing the Newest LLM (And What I Run Instead)
Every week there's a new 'best' model. I stopped upgrading and started shipping. Here's my stable lo...
#ai#llm#selfhosted#ollama
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SamiAug 29, 2026 • 7 min read
Qwen2.5 7B vs Qwen3 4B & 8B for Writing Correction: 60 Local Ollama Responses on Windows
I expected Qwen2.5 7B to retain a noticeable advantage over the smaller Qwen3 4B model for writing.....
#ai#qwen#llm#ollama
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Nerav DoshiSep 2, 2026 • 2 min read
Wired the Local MCP Server into Claude Code
Context: Every prior entry in this arc — building the Chroma index, chunking, querying — was done by...
#ollama#rag#mcp#chromadb
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Daniel IoniSep 2, 2026 • 4 min read
Building a Local AI Stack with Docker, Ollama, Mistral, Qdrant, and Open WebUI
Introduction While developing MyZubster, I wanted an AI environment that was: Local and...
#docker#ai#ollama#python
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Amrendra N MishraAug 28, 2026 • 1 min read
5 Local AI Tools That Replace Expensive Cloud APIs
The Problem With Cloud AI Every token costs money. Every API call adds up. And your data...
#ai#ollama#productivity#tutorial
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Michael KantorSep 3, 2026 • 3 min read
BREAKING: CVE-2026-85180 lets Ollama model pulls reach internal hosts
How to fix CVE-2026-85180: no patched Ollama release is available yet
#cve#ollama#ssrf#ai
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KairoSep 2, 2026 • 1 min read
Simplify Your Ollama Workflow: Free Online Modelfile Generator
Managing local LLM configurations can be complex. I've built a free, zero-dependency Ollama Modelfil...
#ollama#ai#webdev#productivity
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Patrick HughesAug 31, 2026 • 4 min read
Ollama Load Time Can Hide a Fast Local LLM
My RTX 5090 run spent 43.48 seconds on model load and 0.17 seconds on output. Split wall time before...
#localai#localllm#ollama#rtx5090
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Laptop Hưng PhátAug 28, 2026 • 3 min read
Local RAG đọc tài liệu nhanh nhưng RAM 16GB có đủ chạy không
Lập trình viên và kỹ sư phần mềm thường xuyên phải đối soát tài liệu kỹ thuật, API nội bộ hoặc mã...
#ollama#webdev#typescript#performance
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Patrick HughesAug 29, 2026 • 5 min read
A 32 GB GPU Still Needs Host RAM Headroom
My RTX 5090 had 32 GB of VRAM ready, but my local policy stopped Ollama at 7.02 GiB of free host RAM...
#localai#localllm#ollama#rtx5090
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Patrick HughesSep 1, 2026 • 5 min read
One model logged 14.5 and 6,178 prompt tokens a second
gemma4:26b read 53 prompt tokens at 14.5 tok/s and 4,470 at 6,178.9 on the same RTX 5090 run set. Pr...
#localllm#ollama#benchmarking#rtx5090
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Patrick HughesAug 31, 2026 • 5 min read
Split Local LLM Prose and JSON Jobs by Model
My local AI stack routes prose to Gemma and bounded JSON to Qwen. The split keeps model choice tied ...
#localai#localllm#ollama#modelrouting
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Nexus Intelligence ResearchAug 28, 2026 • 5 min read
How to Run 15 AI Agents on a $5/Month VPS (Complete Guide)
Production setup: Ollama + free APIs + screen sessions + daemon monitoring
#ai#agents#vps#ollama
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