Local AI consulting: on-premises LLM deployment, hybrid AI infrastructure, model fine-tuning, and production AI workflows. Own your token pipeline end to end.https://atiqlabs.com/https://atiqlabs.com/blog/n8n-alternatives-self-hosted-deploy-tested/https://atiqlabs.com/blog/n8n-alternatives-self-hosted-deploy-tested/Six self-hosted workflow automation tools deployed on identical hardware with docker compose — real deploy friction, idle RAM, and gotchas for n8n, Activepieces, Windmill, Automatisch, Node-RED, and Huginn.Sun, 23 Aug 2026 00:00:00 GMThttps://atiqlabs.com/blog/ai-agent-harnesses-self-hosted-gpu-tested/https://atiqlabs.com/blog/ai-agent-harnesses-self-hosted-gpu-tested/dsh and TrueForge, run head-to-head on a self-hosted dual-RTX-3090 rig with a local 27B model and a cloud endpoint — identical 5-task suite, filesystem-verified results, and a cost-per-task column the API-only reviews can't copy.Sun, 23 Aug 2026 00:00:00 GMThttps://atiqlabs.com/blog/self-hosting-an-llm-without-it-phoning-home-a-verified-telemetry-hardening-guide/https://atiqlabs.com/blog/self-hosting-an-llm-without-it-phoning-home-a-verified-telemetry-hardening-guide/Self-hosted does not mean silent. A layer-by-layer audit of a real llama.cpp + LiteLLM + AdGuard stack: what phones home by default, the exact opt-outs, and network-level enforcement as a backstop — verified with DNS logs, not docs.Sun, 23 Aug 2026 00:00:00 GMThttps://atiqlabs.com/blog/generative-engine-optimization-for-docs-and-developer-sites/https://atiqlabs.com/blog/generative-engine-optimization-for-docs-and-developer-sites/A practitioner's GEO guide for documentation and developer sites — what actually gets you cited by ChatGPT, Perplexity, and AI Overviews, what to skip, and how to measure citations without enterprise tools.Sun, 23 Aug 2026 00:00:00 GMThttps://atiqlabs.com/blog/self-hosted-vs-api-the-real-cost-breakdown-nobody-shows-you/https://atiqlabs.com/blog/self-hosted-vs-api-the-real-cost-breakdown-nobody-shows-you/Comparing self-hosted LLM costs to commercial APIs honestly: break-even math, hidden costs on both sides, and why hybrid pipelines win for most teams.Sat, 22 Aug 2026 00:00:00 GMThttps://atiqlabs.com/blog/how-much-gpu-do-you-actually-need-to-self-host-an-llm/https://atiqlabs.com/blog/how-much-gpu-do-you-actually-need-to-self-host-an-llm/A practical VRAM sizing guide for running large language models locally: model size, quantization, context length, and concurrency — with real numbers instead of guesswork.Sat, 22 Aug 2026 00:00:00 GMThttps://atiqlabs.com/blog/llms-txt-implementation-on-astro-cloudflare-workers-what-we-actually-shipped/https://atiqlabs.com/blog/llms-txt-implementation-on-astro-cloudflare-workers-what-we-actually-shipped/A first-hand guide to adding llms.txt to an Astro site on Cloudflare Workers — file structure, content-type gotchas, cache behavior, and how to verify AI crawlers can parse it.Sat, 22 Aug 2026 00:00:00 GMT