... trying to do with my upcoming Chrome extension for LinkedIn. I don t know if it will take off, so I want to go with the most cost-efficient stack possible. Could you recommend the best low-cost alternatives for infrastructure and launching? Databases Payments/money management (I m currently considering Stripe) Analytics Hosting and domains? If there are other essential tools I m missing, feel free to add them. I m especially open to dev advice since my experience here ... ... just cheap. Early on, your biggest cost usually isn't infrastructure. It's your time. I'd rather pay a little more for a service with great documentation and a smooth developer experience than spend days debugging a cheaper alternative

... const mnx = new Mnexium({ apiKey: process.env.MNX_KEY, openai: { apiKey: process.env.OPENAI_API_KEY }, }); const alice = mnx.subject("user_123"); const response = await alice.process({ content: "Remember that I prefer concise weekly summaries.", model: "gpt-4o-mini", learn: true, recall: true, memory_policy: "mem_pol_support_assistant", }); console.log(response.content); What This Enables Memory Policies give teams a practical control plane for extraction quality. You can tune behavior once and keep it consistent across chat/completions, responses, messages, and Gemini routes. The result: cleaner memory, lower ...

... rescue and is the best for RPA (web and desktop). I have 2 Linux VPS dedicated to Robomotion, so powerful. And Fail, Robomotion's founder, is fabulous, he never stops. Comment from Alex Newman(@az_ne): I nominate Claude-Mem but clearly I m biased :) Comment from Harris Cheng(@harrischh): Nominating @Trace Short version: it helps me think. Long version: I throw in a goal, Trace builds a workflow, and I refine it from there. I ve been using ... ... agent for automating work. Whether that's a task you complete just once, or everyday, Instruct is there to help! Personally I have a dozen workflows setup around my Notion and linear workflows, helping to fill in context, track competitors