What Vibe Coding Is Turning Into

March 12, 2026 · Episode Links & Takeaways

Author

AI Daily Brief
March 12, 2026

HEADLINES

Agents Get Their Own Credit Cards

Both Ramp and Stripe are introducing virtual payment cards designed specifically for AI agents — one of those obvious-in-retrospect moments. People have already been experimenting with handing a credit card to their OpenClaw, and there's clearly a need for something better. Ramp's version gives agents payment access via API, MCP, and CLI, with card numbers never exposed in the workflow, and lets users set spend limits and monitor transactions in real time. Stripe's version is still in limited beta, with programmable limits, merchant category controls, and real-time risk scores. Both are opting for normal payment cards rather than crypto-native agent payment protocols like x402 — and the reason is simple: agents are now capable enough to use rails designed for humans, and plugging into existing merchant infrastructure beats bootstrapping a new system from scratch.

Separately, Ramp's economist Ara Kharazian is ready to call it: Anthropic is the new default for businesses. The March AI Index shows overall AI adoption at 47.6% of Ramp customers, but Anthropic is the only company with accelerating growth — now at 24.4% vs. OpenAI's 34.4% and falling. More striking: Anthropic is winning 70% of first-time AI business when matched head-to-head against OpenAI, up from a near-tie at the start of the year. Worth noting this is one source and may undercount enterprise purchasing via PO — but it's consistent with a broader trend.

OpenAI to Bring Sora Into ChatGPT

OpenAI is planning to integrate Sora into ChatGPT — a strategy shift toward refocusing the core app rather than running standalone products. The original Sora launch shot to the top of the app store but usage quickly waned, and Sam Altman noted internally that very few users were actually sharing their videos publicly. There's a small narrative wrinkle: Sensor Tower data showed Sora quietly crossed 3 million daily active users and was still growing. Either way, Google's Gemini now offers video generation natively, and OpenAI is clearly focused on hitting 1 billion weekly actives in ChatGPT.

Tesla x xAI: The Macrohard Project

The unification of the Musk empire continues: Tesla and xAI are officially working together on a project called Macrohard (or Digital Optimus). Musk describes it as Grok acting as the "master conductor" — system 2 thinking — directing a real-time computer use layer that processes the last five seconds of screen video and keyboard/mouse actions. Stripping out the sales pitch, it's xAI's computer use play. Business Insider reports the project has run into multiple roadblocks since it was first mentioned in August, with two project leads departing and a data annotation effort paused for architectural rethinking — which may explain why Tesla's larger AI engineering team is now attached to it. Never bet against Elon Musk, but there's plenty of betting material here.

Netflix Could Pay $600M for Ben Affleck's AI Startup

Netflix could pay up to $600 million for Ben Affleck's AI firm InterPositive — potentially the largest AI media acquisition to date. The context matters: Affleck was never the throw-the-baby-out-with-the-bathwater AI critic he was painted as; his objections were always about what AI couldn't replace, not about AI as a tool. InterPositive reflects that — it builds custom-trained models for individual productions to handle editing tasks like adjusting lighting, reframing shots, and replacing backgrounds, without generating new scenes. It's AI as a post-production cost reducer that keeps creative control with the filmmaker. Bloomberg reports the technology is already being used by David Fincher on an upcoming Brad Pitt film.

Lovable: $100M ARR Added in a Single Month

Lovable added a staggering $100M in annualized revenue in February alone, jumping from $300M to $400M ARR — a third increase in a single month. Paired with Cursor doubling to $2B ARR over the past three months, this confirms the success of Claude Code is lifting the entire vibe coding segment rather than crowding out competitors. Chief Revenue Officer Ryan Meadows said it simply: "It's a rising tide." Lovable also launched their first brand campaign this week — and notably, it never mentions AI or vibe coding. Instead it tells the story of a normal person who has a song stuck in her head, goes home, and builds an app for it. The whole pitch is about collapsing the distance between idea and something real.

MAIN STORY

What Vibe Coding Is Turning Into

It's been just over a year since the term "vibe coding" was coined, and the practice has already transformed beyond recognition. Two product announcements this week — Perplexity Computer for Enterprise and Replit Agent 4 — are individually interesting, but together they reveal something bigger: the direction that vibe coding and agentic AI are heading as they expand from software into all of knowledge work. The themes these products represent — blended canvases, persistent context, multi-agent systems, and multiplayer collaboration — are where this whole field is going next.

MORE THAN A VIBE

Perplexity Computer for Enterprise
"The single biggest productivity unlock in our entire history"
Perplexity was being counted out two months ago. Now they're arguably one of the most interesting products in the agentic space — not because they built a better search product, but because they were willing to skate to where the puck is headed. Perplexity Computer is an AI "everything machine" — you describe an outcome, not a task, and the system figures out how to get there by decomposing it into tasks and spinning up agents and subagents for each. Computer for Enterprise extends this into the workplace with 400+ app integrations, including a Slack integration that lets teams interact with it directly from their workspace. Perplexity head of business Dmitry Shevelenko said it with no hyperbole: "The introduction of Computer inside Perplexity was the single biggest productivity unlock in our entire history as a company." One notable business model distinction: Perplexity is charging enterprises on usage rather than seats, because the cost variance between generating a video versus a text memo makes flat-rate pricing genuinely impractical.

Perplexity Personal Computer
“They're Building OpenClaw”
The Mac Mini integration makes the intent unmistakable — and given there are reportedly people paying $6,000 for out-of-the-box OpenClaw setups, there's real demand for a turnkey version. Personal Computer is an always-on AI agent running on a Mac Mini, with persistent access to your local files, apps, and sessions, controllable from any device. One of the key pitches relative to OpenClaw is security — though that positioning has its limits, since the fundamental risks of persistent agent access to your systems go beyond individual vulnerabilities.

Replit Agent 4
Vibe Coding Grows Up
Paul Graham confirmed Agent 4 was what Replit CEO Amjad Masad had shown him weeks earlier — and called it a genuine paradigm shift that "generalizes the idea of vibe coding beyond what people usually think of as coding." That's a good framing. This is not an incremental improvement to a coding tool — it's vibe coding expanding upward into all of knowledge work. Agent 4 is a collaborative canvas where individuals, teams, and agents work together to build websites, web apps, mobile apps, slides, videos, and more. The core changes: an expanded canvas with direct design tools and natural language editing on specific parts of the output (not just the whole thing); parallel execution so you can queue multiple tasks simultaneously rather than sequentially; and multiplayer mode so multiple people can work in the same project at once. As Latent Space summed it up: "Now that software engineering is approximately solved, where does a coding platform go? For Replit, it means going up the stack to be a fully integrated productivity suite."

Where Vibe Coding Is Heading
Stepping back from the individual announcements, a few patterns are becoming clear about what this space is turning into — and what still isn't figured out. The first theme is blended user experiences: it's no longer chat or traditional input — it's extensible canvases with all of those things at once, which is both an enabler and a byproduct of coding agents expanding into a wider variety of knowledge work outputs. The second is persistent context: giving agents persistent access to your systems is turning out to be one of the best solutions to the memory problems that have held agents back. Third is multi-agent systems: both Replit Agent 4 and Perplexity Computer spin up entire teams of agents purpose-built for the task, not just one agent. Fourth is multiplayer mode: we're moving from siloed agent use toward integrated, team-based, interactive agent workflows.

What remains genuinely unsettled is what the right interfaces for all of this look like. Karpathy put it well this week: "Expectation: the age of the IDE is over. Reality: we're going to need a bigger IDE. It just looks very different because humans now move upward and program at a higher level." Perplexity Computer and Replit Agent 4 are glimpses of the future — but they're glimpses, and there's a lot more to discover.