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Recent posts tagged local-ai

Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
Posted in AI group
TheCodeStreet • Oct 18 • in Videos • 1 min read
What Is Context Size in Ollama? QWEN 3.8 Context Window Explained into Ollama
Confused about context size in Ollama? Wondering what an AI context window is, why it matters, and how to configure it for Qwen 3.8 27B? In this beginner-friendly tutorial, you'll learn how context size works in local AI models, how to increase the ...
post-cover-31590
  • llm
  • ollama
  • local-ai
  • ai
2 Reactions 0 Comments
LoftyTechLabs • Oct 7 • in Launches • 2 min read
Zaylo Local AI
Turn your old PC hardware into a private AI server...
  • local-ai
  • ai-infrastructure
  • developer-tools
4 Reactions 2 Comments
simouun • Sep 27 • in Articles • 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 correction. In this experiment, it didn't. Across the same 20 paired writing cases, Qwen2.5 7B and Qwen3 4B produced exactly the same complete-case o...
post-cover-28819
  • ai
  • ollama
  • llm
  • local-ai
7 Reactions 2 Comments
James Dayalverified • Sep 24 • in Dev Stories • 9 min read
From Electronics to Local AI — Sami M.’s Developer Journey
📝 DEV STORY
Featuring:Sami M.Sami M.•Developer
From Electronics to Local AI — Sami M.’s Developer Journey > Developer Stories — CoderLegion > > From childhood curiosity about computer hardware to robotics, artificial intelligence, multi-agent systems, and today's local LLMs, Sami M.'s journey h...
post-cover-28464
  • devjourney
  • artificial-intelligence
  • local-ai
30 Reactions 11 Comments
simouun • Sep 8 • in Articles • 5 min read
Qwen3 4B vs 8B vs 14B for Writing Correction: 60 Local Ollama Responses on Windows
I expected the larger Qwen3 model to show a clear advantage for writing correction. In this experiment, it didn't. Across 20 paired writing cases, Qwen3 8B and 14B both achieved 19/20 complete-case corrections, while Qwen3 4B reached 18/20. The dif...
post-cover-26477
  • ai
  • ollama
  • llm
  • local-ai
8 Reactions 2 Comments
melasistema • Jul 19 • in Discussions • 2 min read
The Paper Sketch: Budgeting 48GB of UMA
forumDiscussion group3 participants post-cover-23019
  • applesilicon
  • opensource
  • engineering
  • local-ai
12 Reactions 3 Comments
Posted in AI group
Vishwajeet Kondi • Jun 1 • in Articles • 5 min read
What I Learned Building a Local RAG Agent
A Quick Intro I recently built a local RAG agenthttps://github.com/vkondi/knowledge-onboarding-agent that reads a bunch of documents stored as markdown files and lets you ask questions about them in plain English. It goes through all the documents ...
post-cover-19440
  • rag
  • ai-agents
  • local-ai
  • llm
11 Reactions 9 Comments
Posted in AI group
Vishwajeet Kondi • May 29 • in Articles • 1 min read
Everyone’s Building AI Agents. Here’s the One I Built for Myself
These days, everyone seems to be building AI agents. So I figured I should probably build one too. But instead of another generic demo, I wanted to solve a small problem I actually had. Over time, I had collected a bunch of blog posts and technica...
post-cover-19195
  • ai-agents
  • python
  • rag
  • local-ai
7 Reactions 5 Comments
Tom Smithverified • 21 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
melasistema • May 23 • in Articles • 5 min read
From Manifesto to Metal: The Architecture of Local Sovereignty
> How ANDARTIS moved from an abstract philosophical rebellion into a hardened, zero-latency reality on macOS. In my previous writing, I spoke of a dream: The Sovereign Cortex. I painted a vision of a world where independent thinkers—the rogue resear...
post-cover-18780
  • nativephp
  • local-ai
  • software-architecture
  • data-sovereignty
6 Reactions 2 Comments
gone • Apr 25 • in Launches • 1 min read
FREYA Family — Sovereign Household AI
tgrwtwrtg...
  • local-ai
  • privacy-first
  • family-tech
2 Reactions 0 Comments
gone • Apr 25 • in Launches • 1 min read
FREYA Personal — Sovereign AI Assistant
Local AI on your machine. No cloud. $49 lifetime....
  • local-ai
  • privacy-first
  • self-hosted
0 Reactions 0 Comments
Sadiq Saleem • Aug 9, 2025 • in Articles • 1 min read
Optimize each location page with unique, locally-focused content, and consistent business details.
Location Page SEO in 2025: A Developer’s Guide to Local Visibility In 2025, local search is evolving fast—“near me” results, Google’s Local Pack, and map-based searches1 drive urgency and foot traffic. A well-crafted location page isn’t just helpfu...
  • seo
  • local-ai
  • webdev
  • generative-ai
3 Reactions 1 Comments
akshayballal • Mar 27, 2025 • in Articles • 8 min read
Infinite Compute Glitch - Why Local AI Matters?
The Infinite Compute Glitch: Why Local AI Matters In our headlong rush toward AI-powered everything, we've created an interesting paradox. Companies and individuals alike have begun to operate as if compute resources are infinite—just fire off anot...
  • ai
  • llm
  • local-ai
9 Reactions 3 Comments
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