Workflow - Feed Archive
// filter(tags) Workflow (13)
Workflow
13 links (last 90d) · 24 links (all-time)
// december_2025 (3)
2025-12-28
Karpathy's AI Warning Applies to Marketing: Master the New Stack or Fall Behind
Highest rated content by Andrej Karpathy Read time: 2 minutes · AI Tools
Score: +4680
OpenAI co-founder admits feeling behind despite building these systems. Marketing parallel is direct: the gap between marketers using AI as a feature and marketers orchestrating AI workflows is widening fast. His vocabulary (agents, prompts, contexts, memory, tools, plugins, workflows) maps to marketing ops. The 10X productivity claim requires stringing tools together correctly. Key insight: failure to capture AI leverage is now a skill issue, not access issue. Same tools available to everyone. Competitive advantage shifts to those who build mental models for 'stochastic, fallible' systems. Marketers face identical challenge: learn to orchestrate unreliable-but-powerful AI across content, analytics, automation.
2025-12-27
AI Automation That Genuinely Saved Time: Practitioner Examples
by r/AskMarketing community Read time: 3 minutes · AI Automation
Score: +3520
Top examples: automated analytics summaries pushed to Slack, campaign reporting agents that flag underperformers, creative variant generation for testing, scheduling automations linking sheets to publishing tools. Narrow single-purpose tools outperform general LLMs for measurable time savings.