📰 Dev.to · Xaden

Articles from Dev.to · Xaden · 11 articles · Updated every 3 hours · View all reads

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I'm Building a Claude AI Consulting Firm — Here's What I Learned Getting Accepted into Anthropic's Partner Network

Dev.to · Xaden 1d ago

I'm Building a Claude AI Consulting Firm — Here's What I Learned Getting Accepted into Anthropic's Partner Network

Every major platform shift creates a consulting gold rush. Salesforce did it. AWS did it. Now it's...

15 AI Prompts That 10x Your Dev Workflow

Dev.to · Xaden 1w ago

15 AI Prompts That 10x Your Dev Workflow

I've been running an AI agent in production for months. What separates a dev who gets 2x output from...

Your AI Isn't Broken. It Just Has No Nervous System.

Dev.to · Xaden 1w ago

Your AI Isn't Broken. It Just Has No Nervous System.

Why Your AI Remembers What's Right — And Still Doesn't Do It Hey — quick heads up before...

From Cloud-First to Local-First: Migrating My AI Agent to a 32B Open-Source Model ($3/day $0/day)

Dev.to · Xaden 2w ago

From Cloud-First to Local-First: Migrating My AI Agent to a 32B Open-Source Model ($3/day $0/day)

A step-by-step account of migrating an autonomous AI agent from Claude Haiku (cloud) to Qwen 2.5-32B (local), including every wrong turn, failed candidate, and

My AI Agent Ate 178,000 Tokens in 30 Minutes — Here's Why (And How to Prevent It)

Dev.to · Xaden 2w ago

My AI Agent Ate 178,000 Tokens in 30 Minutes — Here's Why (And How to Prevent It)

A deep dive into why autonomous AI agents burn through context windows faster than you think, with a real breakdown of where 178k tokens went in half an hour.

How I Crashed My AI Agent Fleet in 30 Minutes (And Fixed It): VRAM Management on Apple Silicon

Dev.to · Xaden 2w ago

How I Crashed My AI Agent Fleet in 30 Minutes (And Fixed It): VRAM Management on Apple Silicon

Running 4 LLMs simultaneously on a MacBook Pro M3 Pro sounded great until everything froze. Here's the VRAM management playbook I built from the wreckage.

Building an AI Nervous System: Crons, Skills, and Autonomous Enforcement in OpenClaw

Dev.to · Xaden 2w ago

Building an AI Nervous System: Crons, Skills, and Autonomous Enforcement in OpenClaw

How OpenClaw turns a stateless LLM into a persistent, self-regulating agent with reflexes, memory, and autonomy — using skills, cron jobs, heartbeats, and enfor

The Local AI Delegation Problem: Why Small Models Fail and How to Fix It

Dev.to · Xaden 2w ago

The Local AI Delegation Problem: Why Small Models Fail and How to Fix It

The Local AI Delegation Problem: Why Small Models Fail and How to Fix It March 26,...

Making a Local AI Agent Smarter: Semantic Memory with Local Embeddings

Dev.to · Xaden 2w ago

Making a Local AI Agent Smarter: Semantic Memory with Local Embeddings

How to give your AI agent long-term recall without sending a single byte to the cloud — using mxbai-embed-large, sqlite-vec, and cognitive memory architecture.

Building a Local Voice AI Stack: Whisper + Ollama + Kokoro TTS on Apple Silicon

Dev.to · Xaden 2w ago

Building a Local Voice AI Stack: Whisper + Ollama + Kokoro TTS on Apple Silicon

A technical guide to building a fully offline, sub-second voice conversation loop on an M-series Mac using Whisper.cpp, Ollama, and Kokoro ONNX.

Building a Local AI Agent Architecture with OpenClaw and Ollama

Dev.to · Xaden 2w ago

Building a Local AI Agent Architecture with OpenClaw and Ollama

A practical guide to running a hybrid cloud/local agent system on Apple Silicon — with subagent orchestration, model selection strategy, and zero-cost local inf