Tag: ai

Coding agents write flawless code and leave hero.png blank. Compare self-hosted GPU image generation against subpixel, a ChatGPT-subscription CLI tool.

Aider offers interactive CLI-based pair programming with git awareness. Continue provides IDE-integrated AI assistance. Learn when to use each.

An AI coding agent rebuilding the same tag all day fills a disk fast. The mechanism, the truth about volume pruning, and a systemd timer that fixes it.

Anubis puts a proof-of-work gate in front of your site. Real policy file config, weights and thresholds, Caddy wiring, and the false positives you hit.

What is an AI harness? A plain-language answer, plus 21 of them grouped by job: Claude Code, Codex CLI, Kilo Code, Goose, OpenHands and DeepSeek Harness.

Run several Claude Code accounts on one Linux machine. CLAUDE_CONFIG_DIR plus symlinks share your skills, hooks and history while each login stays isolated.

Free AI tiers are loans against a future price, paid in your data, your architecture, or your time. Here's the collateral to check before you build on one.

Image upscaling with Real-ESRGAN, super-resolution AI models, ComfyUI workflows, and practical upscaler comparison for self-hosted setups.

Master ControlNet and LoRA for precise image generation control in Stable Diffusion. Learn Canny edges, depth, pose, scribbles, tiling, and style stacking in ComfyUI.

API vs self-hosted LLM cost reality, GPU TCO, privacy, latency, break-even math. When paying OpenAI/Anthropic wins. When local wins.

Free AI image generators win on convenience but lose fast on volume, style consistency, and control. Here's the real break-even against running your own GPU.

RAG beyond dense embeddings: BM25 lexical search, hybrid retrieval (RRF, weighted fusion), cross-encoder re-rankers (BGE, Cohere, Jina). When pure vector search fails.