I’d do these 5 things differently if I started self-hosting LLMs today
…I stopped building a place to talk to AI and started building a system where it actually works for me. Stop being a "Model Hoarder" Drive needs a diet At first, I…
The tools each system uses actually tell a story of the philosophy behind the design. Take Tines, for example. Its 16 batched tools cover the whole story lifecycle in one place, with validate and execute_action sitting alongside the create and update operations, along with the aforementioned scratchpad so that the model can talk to itself before doing anything. n8n's 24 tools are mostly graph editing primitives, with a handful of helpers for fetching documentation, examples, and execution logs. Both work, but Tines' set lets the AI keep its grip on the work for longer in a single context witho
Tines built the better AI workflow builder, but n8n is the one self-hosters will actually use…I stopped building a place to talk to AI and started building a system where it actually works for me. Stop being a "Model Hoarder" Drive needs a diet At first, I…
…The Dev build is one of the stages of the Insider program, sitting between the cutting-edge Canary build and the more stable Beta build. As such, this build won't be…
…Everything these companies are building is impressive, but at some point, the novelty just wears off. While I know I likely tinker around with AI more than the average person since testing…
Mahnoor Faisal May 6, 2026, 10:30 AM EDT Mahnoor Faisal is a tech journalist covering AI and productivity tools with bylines at XDA , SlashGear , MakeUseOf , Laptop Mag , and Android Police . She…
Mahnoor Faisal Apr 13, 2026, 1:00 PM EDT Mahnoor Faisal is a tech journalist covering AI and productivity tools with bylines at XDA , SlashGear , MakeUseOf , Laptop Mag , and Android Police . She…
Jasmine Mannan Apr 12, 2026, 2:31 PM EDT Jasmine is Software and PC Hardware Author at XDA with years of tech reporting experience ranging from AI chatbots right down to gaming…
…By building on top of VS Code, the Cursor team was able to embed AI capabilities at a much deeper level than extensions like GitHub Copilot, making it a go-to tool…
…Tinkering with his own build at age 10 turned into building PCs for friends and family, fostering a passion that would ultimately take shape as a career path. Besides being the first…
…Unlike previous hardware shortages, this AI-induced crisis feels unprecedented , and all signs point to at least 2–3 more years of doom and gloom. In short, 2026 is one of the…
I stopped hitting Claude's message limit by building a local AI pipeline that does the heavy lifting