📰 Dev.to · Xaden

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

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

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

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.

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.

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 March 26,...

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.

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.

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