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THAT'S A PROBLEM.
Your bank has the data. But to actually use it — check your cash position, reconcile transactions, understand your burn — you export it, paste it somewhere else, and do the work outside your account.
Parse notes
Sponsored
Your bank has the data. But to actually use it — check your cash position, reconcile transactions, understand your burn — you export it, paste it somewhere else, and do the work outside your account.
_*Mercury is a fintech company, not an FDIC-insured bank. Banking services provided through Choice Financial Group and Column N.A., Members FDIC._
AI companies selling inference face a zero-margin, cost-plus pricing dilemma. They can achieve better margins through value-based pricing, charging based on outcomes rather than raw inference costs. Optimizing inference costs using model routing, caching, and distillation can also enhance margins and offer a competitive edge.
Polsia, a startup with AI agents instead of employees, claims $10M in annual revenue, illustrating the rise of companies building companies using AI. Both Polsia and YC-backed Thomas focus on AI-driven business models promising to innovate startup creation. While most ventures may fail, the few successful ones could prove lucrative, resembling Shopify's model where only a small percentage of ventures succeed significantly.
The fastest way to take a competitor's customers is to leave them nothing to walk away from. Cursor didn't ask developers to switch off VS Code, it forked VS Code, so every extension, shortcut, and bit of muscle memory came along for free, then rebuilt the engine around AI underneath. Microsoft can't simply copy that back, because rebuilding VS Code that deeply would put its whole extension ecosystem at risk, so it won't, and that refusal is the counter-positioning that holds the door open.
Founders often delay selling for product perfection, underprice their offerings, and rely too much on a single customer. They should identify decision-makers, listen more than they speak, and adapt their pitch continuously. Early-stage technical founders must personally handle sales to fine-tune their approach before hiring dedicated salespeople.
Slack users can now tag Claude in chats on selected channels. The bot can connect to tools and data to complete requested tasks. It builds context by remembering relevant information from the channels it's in, and it can plan out tasks to complete in the future. Claude Tag is now available in beta for Claude Enterprise and Team customers.
LinkedIn will soon implement a feature that allows two or more people to share one post together, with every collaborator listed at the top. The feature is currently in beta with creators and brands. It will roll out over the coming months.
Lambda MicroVMs provide VM-level isolation with fast startup and stateful sessions. They are useful for coding assistants that need to run AI-generated code safely, interactive AI notebooks, agent sandboxes, and vulnerability scanners. The VM automatically suspends when idle and resumes when traffic arrives. Vertical scaling within a MicroVM is automated.
Instead of building a superagent that does everything, make the focus as narrow as possible. Make sure your product has been extensively tested and that it works in real-world conditions. Companies that promise everything but produce AI slop will lose customers quickly. This churn makes growth impossible to maintain.
A good reframe of what a moat actually is. It's not a static wall like a patent or a network effect, it's an engine that only keeps working if you stay willing to do the uncomfortable, repetitive thing rivals won't. Amazon is the example, the thin margins that look like weakness are the wall, because fat margins are really just a fund for your competitors' R&D. The moat that lasts isn't any single advantage, it's being able to build the next one faster than the current one erodes.
Aiming for the stars now feels more impersonal and lower-risk than ever.
The transition from VC to founder offers a new sense of autonomy.
The "AI-generated" label doesn't make a bad video good, doesn't stop the feed from filling with junk, and doesn't tell you whether something is accurate, ethical, or just stolen and spun up for ad money.