The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 24 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Isenberg: SaaS UIs are becoming nice-to-haves compared to agentic LLM workflows
“But now when you're living in a terminal, for example, and you're using MCPs to talk to LLMs you kinda, you know, the nice to have is actually the UI. The nice to have is the SaaS. The nice to have is going to this website and look pretty. Ultimately what you …”
Ross Mike: Poor planning, not MCP tools, causes AI coding failures
“Don't over obsess. Obsess on MCP skills, et cetera. I'm not saying don't get into these. I'm not saying don't read about them. I'm not saying don't use them, but I can almost guarantee you these things are not the reason why your product isn't working, right? …”
Riley Brown: MCP is a buzzword distracting from agents with tools
“I think, personally, that MCPs is kind of a buzzword. It's distracting you from the sauce, and it's distracting you from the core ideas that you should be focusing on, right?”
Wilkinson: Building around Anthropic's Model Context Protocol is a massive opportunity
“I actually think that might be like my first million kind of opportunity for somebody to really do MCP right.”
It is too early to build viable startups on Anthropic's MCP
“I don't think with this MCP stuff, we're at a place where any shots can be fired that make any smart business decision, but this is one of those things where you just, you sit and you watch and you're just observing and learning. And when the right thing at th…”
Isenberg: LLMs lack vertical context, creating MCP startup opportunities
“These LLMs are obviously amazing and, but they do lack like the vertical specific context and stuff like that. So you're seeing MCPs, you know, sort of, you have the mob in MCP for designs. You're seeing the idea browser for business building MCP. You're seein…”
Gaskill: Agent productivity gains come from tool integration, not web search
“By default, most of these agent harnesses, they just have web search baked in, but if you want to actually start linking it up to your tools like Gmail, Calendar, and everything else, which is where the real productivity gains are made, you need to do so, ah, …”
Split Claude Code terminals to prevent research MCPs from exhausting context
“Like you could have one focus on research and using MCPs. Those can fill up like context pretty quickly. So sometimes it helps to keep that in like a split terminal and then do other work side by side. So you can like save research, save files here that you're…”
A minimal stack of three MCPs outperforms complex tool configurations
“In terms of MCPs, like I used to have like tons of them set up. And what I realized was that simple's often better. I have perplexity. I have fire crawl. I have playwright. Those are like my main ones”
Claude Code unifies product and marketing workflows in one developer environment
“What's really powerful about the systems that we're going to go through today is that they exist in the same place where you're building your products and you can get your marketing work and your product work done in the same place and leverage skills and MCPs…”
Isenberg: Claude uniquely supports MCPs and shareable Artifacts web apps
“You can use MCPs in Clode, and you can't use it in some of the other platforms, as well as Artifacts. Which are basically just shareable web web apps.”
Riley Brown: Janky AI Tool Setup Will Be Solved by End of 2025
“Is this process janky? Yes. But will it be solved by the end of the year? I think for sure.”
Riley Brown says MCP and n8n are the best AI tool frameworks
“I think MCP and N-A-N, the reason why he's talking about this is I think it is the two best ways right now to kind of give AI agents tools.”
Brown: Giving AI agents tools without instructions degrades performance
“Part of your job as kind of the quarterback of the AI agent with access to tools is you need to decide what tools it has or hasn't. The more tools you give it access to without corresponding instructions, the more it's just going to get confused, and it might …”
Riley Brown: Every Action in Notion Is Programmable Through MCP
“Google Docs makes it impossible, but Notion, literally every single action you could take in Notion is now programmable through this MCP. So an AI agent can just do those things directly if it has access to the Notion MCP server with all of those different too…”
MCP makes complex workflows like database management very easy in Cursor
“Then there's things like MCP, which are making a lot of this very, very easy in things like cursor.”
Grounding Claude with live search data eliminates SEO hallucinations
“Yeah, this is this is not just an LLM making it up because what we're doing with this MCP integration to the workflows and in it in is we're pumping all of the right contexts into Claude here, you know, so basing all of this around real data that's out there. …”
MCP replaces complex workflow builder logic by delegating directly to LLMs
“And this is the beauty of MCP because again, you're not like designing all this complicated logic in a workflow builder. You're just saying, Hey, pump this data into Claude and let Claude figure out what to do with it.”
Isenberg: Branding an MCP product around security will win software deals
“So if you could basically own, I'm the secure MCP guy. Everywhere else is not secure and create that positioning dichotomy. I think that, that itself is like going to help you win deals.”
Anthropic played 3D chess by pushing integration maintenance onto service providers
“This is why I think Anthropic, they were playing three D chess when they built this, is the way this is architected, the MCP server Is now in the hands of the service provider.”
Isenberg: Skill Spectre scans AI agent skills for security vulnerabilities
“It can scan AI agent skills for security issues things like prompt injection, data exfiltration, supply chain risk, hidden instructions, basically any malicious patterns and MCP related risks Skill Spectre has your back.”
Gaskill: Anthropic built MCP as a universal tool translator
“Anthropic built MCP to basically sit as this translator in between your tools, so that Claude can still just speak English, and your tools can just speak their languages, and this MCP speaks every language, and then just translates your calls from your agent t…”
Isenberg defines skills, sub-agents, and MCPs in agent architecture
“A skill is like a written guide that tells, you know, Claude or You know, Codex or ChatGPT exactly how to do a specific task. For example, analyze spreadsheets this way, or write emails in this voice, or design you know, design the interface like this. So you …”