Agentic interfaces: Rob says MCP was synonymous with this a few months ago, but these days substantial doubt that will be future of the field. Some teams are CLI first, some are MCP first, some are both.
TOOLS
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LLMs Can Grade Every Sales Call for Instant Feedback
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Analysis: Many SaaS capture routine events in people’s workflows. You can potentially have LLMs give ~instant feedback on execution quality of those with less friction and more consistency than traditional human management would ever be able to do. e.g. Grade every sales call.
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AI Converts Handwritten Notes Into Assisted Living Placement Forms
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For brokers placing seniors in assisted living, rather than a web form framework, made the capability to let user take notes on paper and then AI crunches that into results of a web form.
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AI Categorization Models Replace Manual Tagging and Taxonomy Work
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Categorization: We've had tag clouds and taxonomy for forever. Historically, lots of manual work pushed to user, to outsourced teams, or (for very large companies) custom-built models. Now categorization models are trivial, scale to the moon, and liberate people from this work.
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Suggest Prompts to Users Instead of Blank LLM Input Box
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Given you know domain better than customers rather than giving blank text box for interaction with LLM over deterministic domain model, give suggestions of what they could ask for.
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LLMs Simplify Search Interfaces Beyond Boolean Logic for All Users
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Rob: Lay users (non-engineers) don't understand boolean logic like AND/OR. We once relied on complex composed interfaces to do filtering/search, and/or pseudo-syntax. LLMs can reinvent some interfaces to make them radically simpler and more effective for users. Everyone can text
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Top Six In-Product AI Usage Patterns From Chat to Agentic
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In-product usage #1: "Chat" / conversational interface
#2: Generation
#3: Categorization
#4: Ingestion
#5: Analysis
#6: Agentic interfaces (MCP / CLI) -
$10K/month with Claude, no coding needed
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>estaba usando Claude como si fuera Google
— SONIA (@S0N_IA_) 14 avril 2026
>solo un MacBook y nada más
>la misma herramienta que tiene todo el mundo
>encontré este análisis el martes
>un tipo creó 17 habilidades con eso
>$312 al día
>casi $10K al mes
>no por programar
>no por alguna API secreta
>por un… https://t.co/RLA5n17gkk pic.twitter.com/fAzn6nclVv>I was using Claude like it was Google >just a MacBook and nothing else >the same tool everyone has >I found this analysis on Tuesday >a guy created 17 skills with it >$312 a day >almost $10K a month >not by programming >not by some secret API >with a habit
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eBay AI Falls Short on Structured Data Automation
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Rob's example: eBay's AI integration will spin a paragraph of text for an item you're listing, like a boardgame, but won't do "Take a photo of the object; we'll fill in the 30 structured data form fields you need to successfully sell something on eBay."
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Chat Interface Overused as AI Integration Model Says Expert
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Chat interface has overinfluenced builders. Just because it is traditional and relatively easy to spec out doesn't mean it is the ideal way to integrate into existing/wider software suite.