Rob, relaying from a founder: Sophisticated clientele prefers MCP to CLI, because native support for it in tooling (e.g. Claude Desktop) w/ integrated e.g. permissions management. Enterprise IT doesn't want arbitrary executables installed.
AI
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Build CLIs for AI Workflows to Enable Testing and MCP Upgrades
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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.
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Business Automation and Holodeck Inferencing Demands
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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.
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Self-Improving Multi-Agent System with Google Gemini
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Self-improving agent skills built with Google Agent Development Kit and Gemini 3. This multi-agent system that takes any agent skill, runs it against test scenarios, diagnoses failures, and fixes itself. 100% Opensource.
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MCP vs CLI: Debate Over Future of Agentic Interfaces
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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.
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AI Swarms Accelerate Vulnerability Weaponization to 1.3 Days
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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
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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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From Second Life to Holodeck: Virtual Worlds Evolution
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20 years ago when I worked at Microsoft we did a virtual world in Second Life. Couldn't even dream of something like this.
— Robert Scoble (@Scobleizer) 14 avril 2026
But you can see the Holodeck arriving quickly now. https://t.co/6nJnoOmLVM20 years ago when I worked at Microsoft we did a virtual world in Second Life. Couldn't even dream of something like this. But you can see the Holodeck arriving quickly now.
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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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SaaS Data Ingestion Challenges Solved by Modern AI Tools
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Ingestion: Particularly at onboarding time, SaaS founders have an issue with "You possibly have data, perhaps dirty, fragmentary, or in almost purposely perverse formats. I would like to crush it into a defined database format." Ingestion has gotten much better because modern…