As marketers we often need to build apps, funnels, websites, data processes and many other things. We can use AI as developers to do this... We are shifting from the era of AI autocomplete to autonomous coding agents. This new guide outlines how engineering teams can delegate entire workflows to AI, utilizing models that can now sustain reasoning for hours rather than seconds. The document covers specific strategies for transforming every phase of the development lifecycle: - Plan: Agents cross-reference specs with codebases to map dependencies and estimate complexity. - Build: Moving from manual coding to "First-Pass Implementation" by agents, while engineers focus on architecture. - Test & Review: Using AI to generate edge-case tests and conduct initial code reviews before a human sees the pull request. - Deploy: Automating root cause analysis by connecting agents directly to logging tools. - The key takeaway is that the engineer's role is evolving from rote implementation to design and supervision. Download the full PDF below to access the "Getting Started" checklists for each stage. author - OpenAI

What distinguishes SEO from GEO, and how can you successfully utilize GEO for your benefit? As promised, here is the ultimate guide to GEO, @Ray Merlin If you want to use the guide, please be so kind as to not remove me as the author. Please comment on your experience with GEO, or even if you haven't had any experience yet, whether the guide is helpful in understanding the concept behind GEO. We want to give the community a little push, and every comment helps.

Grok 4.1 is available now. it tops other models on lmarena with an Elo of 1483 it comes with higher emotional intelligence, better creative writing and less hallucinations "We unlocked a ton of new recipes and pushed the model to absolute frontier performance across a bunch of hard-to-verify, general domains: emotional intelligence, hallucination rate, chat, creative writing, latency, and efficiency. Making big leaps on all of these axes at once during RL is difficult, so the team worked tirelessly. Grok 4.1 is the accumulation of all the post-training advancements we made." give it a try and let us know how you find it ! https://grok.com

We are looking to improve the community and want to hear from you What type of content would help your business or help you to do your job better? First select one in the poll and then also comment if there are others that you would like to see (as the poll can only select one) I would like to learn more about how to use AI and technology for (here are some more as only 10 fit in the poll) Vibe coding Vibe marketing Marketing operations Ads and ad operations Revenue ops Make money and business models, ideas etc. Customer service CRM and outreach Sales Landing pages and funnels

Google has released Pomelli, an experimental AI marketing tool designed to help you easily generate scalable, on-brand content to connect with your audience, faster. Just enter your website, and Pomelli will understand your unique business identity to build effective campaigns tailored to your brand. Now available in US, CAN, AUS, & NZ! Try It Now http://labs.google/pomelli Let us know if you try it and how it worked out for you !