Me: Build a CLI for ~anything you do AI-wise, even if you never expose the CLI outside of your own team. It's trivial to expose to everything from automated testing to loops in using Claude Code or other modern tools, etc etc. You can always upgrade the CLI to an MCP ~trivially.
AUTOMATION
-
Business Automation and Holodeck Inferencing Demands
By
–
Totally agree. So many businesses haven't even started considering automating. And did you see the Holodeck that is arriving now? So many inferencing needs.https://t.co/4W7f9tlf7z
— Robert Scoble (@Scobleizer) 14 avril 2026Totally agree. So many businesses haven't even started considering automating. And did you see the Holodeck that is arriving now? So many inferencing needs.
-
AI Swarms Accelerate Vulnerability Weaponization to 1.3 Days
By
–
It used to take years to weaponize a vulnerability. Now it takes 1.3 days. At #RSAC2026, Databricks CEO @alighodsi explained how automated AI swarms — not human hackers — are driving that shift.
— Databricks (@databricks) 14 avril 2026
Watch the full keynote: https://t.co/FjWAKIVPd2 pic.twitter.com/kV71bVo0aHIt used to take years to weaponize a vulnerability. Now it takes 1.3 days. At #RSAC2026, Databricks CEO @alighodsi explained how automated AI swarms — not human hackers — are driving that shift. Watch the full keynote: https://
databricks.com/resources/webi
nar/its-time-leave-legacy-siem-behind?utm_source=twitter&utm_medium=organic-social
… -
LLMs Can Grade Every Sales Call for Instant Feedback
By
–
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.
-
AI Converts Handwritten Notes Into Assisted Living Placement Forms
By
–
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.
-
AI Categorization Models Replace Manual Tagging and Taxonomy Work
By
–
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.
-
AI-Assisted Generation Still Searching for High-Value Use Cases
By
–
Rob: AI-assisted generation is still in early stages. Saving someone 2 minutes isn't interesting. Saving someone a day is. We don't seem to have good patterns for where it is *actually* unlocking excess value yet, but many companies doing e.g. auto-generated notes on calls, etc.
-
Top Six In-Product AI Usage Patterns From Chat to Agentic
By
–
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
By
–
>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
-
eBay AI Falls Short on Structured Data Automation
By
–
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."