Jovan Chan - DEV Community

Jovan Chan

Jun 25

Qualcomm's $10B Tenstorrent Bid: What RISC-V AI Cards Mean for Home Labs in 2026

#tenstorrent #riscv #qualcomm #aiaccelerator

6 min read

Jovan Chan

Jun 25

GMKtec EVO-X2 Review 2026: A Sub-$2,000 Mini PC That Runs 235B Models on Ryzen AI Max+ 395

#amd #ryzenaimax #strixhalo #minipc

6 min read

Jovan Chan

Jun 25

AMD Ryzen AI Halo vs NVIDIA DGX Spark 2026: Which 128GB AI Dev Kit Actually Pays Off

#amd #nvidia #ryzenaimax #dgxspark

6 min read

Jovan Chan

Jun 25

Qwen3.6-35B-A3B Local Setup 2026: Ollama and 24GB VRAM

#ollama #llm #coding #selfhosted

6 min read

Jovan Chan

Jun 25

Qwen3-Coder-Next Local Setup Guide 2026: Ollama and GGUF

#ollama #llm #coding #selfhosted

5 min read

Jovan Chan

Jun 25

OpenHands Review 2026: The 76K-Star Coding Agent

#openhands #codingagents #ai #opensource

5 min read

Jovan Chan

Jun 25

Gemma 4 QAT + Cline and Continue.dev in 2026: Which Quantized Coding Model Runs in 7GB, 15GB, or 18GB VRAM

#gemma #localllm #cline #continuedev

6 min read

Jovan Chan

Jun 25

Cursor 3.7 Canvas Design Mode: what the June 2026 visual UI update changes for frontend developers

#cursor #frontend #designmode #workflow

6 min read

Jovan Chan

Jun 25

Codestral 2 as your Cursor and Cline backend in 2026: Apache 2.0, $0.30/M tokens, 256K context, and whether it beats Gemini 3.5 Flash for daily coding

#mistral #cursor #cline #continuedev

5 min read

Jovan Chan

Jun 24

CUDA Out of Memory on Local AI? Every Fix That Works for Ollama, llama.cpp, ComfyUI, and vLLM (2026)

#cuda #gpu #localllm #troubleshooting

6 min read

Jovan Chan

Jun 24

Computex 2026 AI Hardware Reality Check: RTX Spark Laptops, NPU Desktops, and Whether the 'Agentic PC Era' Changes Your Home Lab Math

#computex2026 #localai #rtxspark #npu

6 min read

Jovan Chan

Jun 24

ComfyUI 'Torch not compiled with CUDA enabled'? Every Fix That Works on Windows, Linux, and Mac (2026)

#comfyui #cuda #pytorch #gpu

5 min read

Jovan Chan

Jun 24

Open-Source AI Security 2026: The OSSRA Wake-Up Call

#security #selfhosted #ollama #vllm

5 min read

Jovan Chan

Jun 24

Ollama MLX Backend Setup 2026: 2x Faster on Apple Silicon

#ollama #mlx #applesilicon #selfhosted

6 min read

Jovan Chan

Jun 24

Odysseus Review 2026: PewDiePie's Self-Hosted AI Workspace

#odysseus #selfhosted #aiworkspace #ollama

5 min read

Jovan Chan

Jun 24

Claude Fable 5 Is Now Credit-Only: What a Real Coding Session Costs After June 22

#claude #pricing #cursor #cline

6 min read

Jovan Chan

Jun 24

Claude Fable 5 for AI Coding in 2026: Tested as a Cursor and Cline Backend

#claude #review #cursor #cline

6 min read

Jovan Chan

Jun 24

AI Coding Tools on Windows AI PCs in 2026: Cursor, Claude Code, and Copilot on RTX Spark and Copilot+ Devices

#localllm #cursor #claudecode #githubcopilot

6 min read

Jovan Chan

Jun 23

ComfyUI Custom Node \"IMPORT FAILED\"? Read the Traceback, Then Fix It (2026)

#comfyui #troubleshooting #customnodes #python

5 min read

Jovan Chan

Jun 23

ComfyUI Black Image Output? Fix NaN Latents, VAE Precision, and the GTX 16-Series Trap (2026)

#comfyui #stablediffusion #troubleshooting #vae

6 min read

Jovan Chan

Jun 23

Codestral 2 for Local AI in 2026: Apache 2.0, 22B Params, 256K Context — Which GPU Runs It Best

#codestral #mistral #localllm #coding

6 min read

Jovan Chan

Jun 23

vLLM-ATOM Setup Guide 2026: AMD Instinct Native Backend

#vllm #amd #rocm #atom

5 min read

Jovan Chan

Jun 23

Zed Parallel Agents 2026: Open-Source Multi-Agent Editor

#zed #codingagents #ai #opensource

6 min read

Jovan Chan

Jun 23

ZAYA1-8B Review 2026: Apache 2.0 Reasoning MoE on AMD

#zaya1 #llm #reasoning #localllm

5 min read

Jovan Chan

Jun 23

WSL 3 for AI Coding on Windows 2026: GPU Passthrough, Claude Code, Aider, and Cline Without Dual-Booting

#wsl #localllm #ollama #claudecode

6 min read

Jovan Chan

Jun 23

MiMo Code Review 2026: Xiaomi's Open-Source Claude Code Challenger and Whether the 200-Step Benchmark Claims Hold Up

#mimo #claudecode #opencode #review

5 min read

Jovan Chan

Jun 23

Kimi K2.7 Code Review 2026: 1T Open-Weight Coding Model as a Cursor and Cline Backend

#kimi #localllm #cline #cursor

6 min read

Jovan Chan

Jun 16

Intel Arc B580 12GB for Local AI in 2026: Real Benchmarks and the CUDA-Free Reality

#gpu #localai #intelarc #llm

6 min read

Jovan Chan

Jun 15

FLUX.1 Kontext Dev for Local AI in 2026: Image Editing on Consumer GPUs Without the API Bills

#flux #comfyui #imageediting #localai

6 min read

Jovan Chan

Jun 15

WWDC 2026 Preview: Apple Foundation Models and Core AI — What On-Device AI Actually Means for Home Lab Builders

#apple #wwdc2026 #foundationmodels #ondeviceai

5 min read

Jovan Chan

Jun 15

Wan 2.1, 2.2, and 2.7 for Local AI Video Generation: Which GPU Can Actually Run It (2026 Guide)

#localai #gpu #videogeneration #wan

6 min read

Jovan Chan

Jun 14

AMD Ryzen AI Max+ 395 (Strix Halo) for Local LLMs in 2026: 128GB Unified Memory, 100 t/s on 30B Models, and Whether It Beats a Discrete GPU

#amd #ryzenaimax #strixhalo #localllm

6 min read

Jovan Chan

Jun 14

ROCm 7.2 on Ubuntu 24.04 for Local LLMs in 2026: Full Setup Guide for AMD GPUs

#amd #rocm #ubuntu #localllm

6 min read

Jovan Chan

Jun 14

Intel Arc B770 vs RTX 5060 for Local AI in 2026: The 16GB Budget War That Never Happened

#gpu #intelarc #rtx5060 #localai

6 min read

Jovan Chan

Jun 14

ComfyUI API Tutorial 2026: Automate Image Generation

#comfyui #api #python #stablediffusion

5 min read

Jovan Chan

Jun 14

AMD Lemonade Review 2026: GPU, NPU, and Multi-Modal

#amd #llm #selfhosted #npu

5 min read

Jovan Chan

Jun 13

DeepSeek V4 vs Qwen3 for Local AI in 2026: Which Model Family Fits Your GPU?

#localllm #deepseek #qwen3 #gpu

6 min read

Jovan Chan

Jun 13

Apple MacBook Pro M5 Max for Local AI in 2026: 128GB Unified Memory, Neural Accelerators, and Whether It Beats a Discrete GPU Tower

#applesilicon #m5max #macbookpro #localai

6 min read

Jovan Chan

Jun 13

$200 Modded Tesla V100 for Local AI in 2026: Cheaper Than an RTX 5060 Ti and Surprisingly Competitive

#gpu #localllm #budget #nvidia

6 min read

Jovan Chan

Jun 13

FOSS AI vs SaaS AI: Real 12-Month Cost for Solo Devs 2026

#selfhosted #ai #cost #comparison

5 min read

Jovan Chan

Jun 13

Flux vs SDXL vs SD 3.5: Which to Run in 2026

#stablediffusion #flux #sdxl #imagegeneration

6 min read

Jovan Chan

Jun 13

LocalGPT Setup 2026: Private Document Chat in 10 Minutes

#localgpt #rag #privacy #llama

5 min read

Jovan Chan

Jun 13

All 7 Major AI Coding Agents Compared in June 2026: Pricing, Architecture, and Which One Wins by Use Case

#cursor #claudecode #githubcopilot #kiro

5 min read

Jovan Chan

Jun 13

Cline + Ollama stuck in a loop in 2026: the qwen2.5-coder JSON tool-call bug and the 90-second workaround

#cline #ollama #localllm #fix

5 min read

Jovan Chan

Jun 12

Mac Studio M4 Max vs Mac Mini M4 Pro for Local AI in 2026: Is the $600 Upgrade to 546 GB/s Worth It?

#macstudio #macmini #m4max #m4pro

6 min read

Jovan Chan

Jun 12

Kimi K2.6 for Local AI in 2026: What VRAM and System RAM You Need to Actually Run the 1T-Parameter MoE Coding Leader

#kimik2 #localllm #moe #hardwareguide

6 min read

Jovan Chan

Jun 12

RTX 4080 Super 16GB for Local AI in 2026: 736 GB/s on the Used Market, and Why the Math Is Tighter Than You'd Think

#gpu #rtx4080super #localai #localllm

6 min read

Jovan Chan

Jun 12

LibreChat Setup Guide 2026: Plugins, Agents, and Ollama

#librechat #ollama #selfhosted #docker

5 min read

Jovan Chan

Jun 12

Kimi K2.6 Setup Guide: MIT-Licensed 1T Coding Model

#kimi #llm #selfhosted #coding

5 min read

Jovan Chan

Jun 12

Open-Source Coding Agents 2026: Which One to Run

#aider #cline #openhands #codingagents

5 min read

Jovan Chan

Jun 12

Cline + LM Studio 2026: complete setup guide, the 32k context trap, and which coding models actually hold up

#cline #lmstudio #localllm #setupguide

5 min read

Jovan Chan

Jun 12

Claude Code agentic API rate limits in June 2026: what the new credit separation means for solo devs and teams, and how to optimize your usage cap

#claudecode #ratelimits #agentic #pricing

5 min read

Jovan Chan

Jun 12

Aider + LM Studio 2026: setup guide, the output-token ceiling that truncates diffs, and which models actually hold up

#aider #lmstudio #localllm #setupguide

5 min read

Jovan Chan

Jun 11

Qwen 3.7-Max for Local AI in 2026: What VRAM You'll Need When the Open Weights Drop

#qwen #localllm #vram #moe

6 min read

Jovan Chan

Jun 11

Qwen 3.6 35B-A3B for Local AI in 2026: The 24GB VRAM Line That Gets You 120 tok/s

#qwen #localllm #gpu #vram

6 min read

Jovan Chan

Jun 11

NVIDIA Rubin CPX for Local AI Inference in 2026: What the New Context-Optimized Blackwell GPU Means for Home Labs vs Consumer Cards

#nvidia #gpu #localai #inference

5 min read

Jovan Chan

Jun 11

Open Interpreter vs Aider vs Claude Code Local 2026

#aider #openinterpreter #codingagents #ollama

5 min read

Jovan Chan

Jun 11

Ollama Security 2026: Lock Down Your Exposed LLM Server

#ollama #security #selfhosted #linux

5 min read

Jovan Chan

Jun 11

Ollama + Open WebUI + pgvector: Sovereign RAG Stack 2026

#ollama #openwebui #pgvector #rag

5 min read

Jovan Chan

Jun 11

Cursor Teams June 2026 pricing: Standard $32/seat vs Premium $96/seat — what 5 the usage limit actually buys

#cursor #pricing #teams #comparison

5 min read

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