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AI Agents Are Reading Your Docs. Are You Ready?
Last month, 48% of visitors to documentation sites across Mintlify were AI agents, not humans.
Claude Code, Cursor, and other coding agents are becoming the actual customers reading your docs. And they read everything.
This changes what good documentation means. Humans skim and forgive gaps. Agents methodically check every endpoint, read every guide, and compare you against alternatives with zero fatigue.
Your docs aren't just helping users anymore. They're your product's first interview with the machines deciding whether to recommend you.
That means: clear schema markup so agents can parse your content, real benchmarks instead of marketing fluff, open endpoints agents can actually test, and honest comparisons that emphasize strengths without hype.
Mintlify powers documentation for over 20,000 companies, reaching 100M+ people every year. We just raised a $45M Series B led by @a16z and @SalesforceVC to build the knowledge layer for the agent era.
Good morning ☀️, leader of the next generation.
We will talk about agents. AI agents.
They will change the way how we do business, how we interract and even how we do our everyday lives.
Agents will build business.
Agents will organize your day.
Agents will fill up your fridge.
I will let that sit in here for a while, so we can imagine and build the future together one agent at a time...
⚡ WHAT'S AT STAKE TODAY ⚡
- 🤖💰 AI voice startup Vapi hits $500M valuation after winning Amazon Ring over 40 rivals
- 🎨💸 Dessn raises $6M for its production-focused design tool
- 🧵🤖 Threads tests a Meta AI integration that works similarly to Grok
- 📱⚡ Google's 'Create My Widget' feature will let you vibe-code your own widgets
- ⚖️🔥 The AI legal services industry is heating up — Anthropic is getting in on the action
- ⚠️💼 Anthropic warns investors against secondary platforms offering access to its shares
- 🏥🤖 Medicare's new payment model is built for AI, and most of the tech world has no idea
- 🧬🎯 New AI partnership targets earlier MS diagnosis using circular RNA
- 👶💭 Musk mulled handing OpenAI to his children, Altman testifies
Vapi beats 40 competitors to power Ring's customer calls
AI voice startup Vapi hits $500M valuation after winning Amazon Ring over 40 rivals
When Amazon Ring faced an overwhelming surge in customer support calls during the 2023 holiday season, the company had a critical decision to make. After evaluating more than 40 AI voice vendors, Ring selected startup Vapi to revolutionize how it handles customer interactions. Today, 100% of Ring's inbound calls flow through Vapi's AI platform.
This major enterprise win has propelled Vapi to new heights, securing a $50 million Series B funding round led by Peak XV Partners. The investment values the voice AI startup at approximately $500 million post-investment, marking a significant milestone for the young company.
Founded by University of Waterloo graduates Jordan Dearsley and Nikhil Gupta, Vapi emerged from an unexpected origin story. Dearsley initially built an AI therapist in 2023 to keep him company during daily walks. While the therapy application didn't gain traction, the underlying voice infrastructure caught the attention of other startups, prompting the duo to pivot and launch Vapi publicly in 2024.
Ring's choice of Vapi over dozens of competitors came down to control and customization. CEO Jordan Dearsley explained that Ring valued the granular control his platform offered engineers over AI agent behavior in real customer interactions. Rather than expanding traditional call centers or relying on rigid automated systems, Ring opted for AI agents capable of natural customer conversations.
"A lot of AI tools promise great outcomes — Vapi has delivered on them," said Jason Mitura, Ring's vice president of software development. The deployment resulted in improved customer satisfaction scores and enabled Ring's teams to fine-tune AI agent experiences without heavy engineering dependence.
Vapi's growth trajectory has been remarkable. The platform has processed over 1 billion calls, currently handling between 1 million and 5 million daily interactions. Enterprise customers drive the majority of this volume, with notable clients including Kavak, Instawork, New York Life, and Intuit joining Ring in adopting Vapi's technology.
The startup also maintains a thriving developer ecosystem, with more than 1 million developers utilizing its self-serve platform. This broad developer adoption proved crucial for enterprise success. "Because we started from self-serve and had such a wide developer footprint, we were already battle-tested at significant scale before we signed our first major enterprise customer," Dearsley noted.
The Series B round attracted impressive investor participation, including Microsoft's M12, Kleiner Perkins, and Bessemer Venture Partners, bringing Vapi's total funding to $72 million. Sources indicate the company operates at a "healthy" eight-figure annual recurring revenue run rate.
Vapi competes in an increasingly crowded AI voice market alongside Sierra, Decagon, PolyAI, Bland, Retell, and ElevenLabs. However, Dearsley believes their differentiation lies in focusing on infrastructure and orchestration rather than pre-packaged applications, particularly appealing to enterprises requiring greater control over reliability, compliance, and model behavior.
The company's tools enable businesses to build, deploy, and manage voice agents across various use cases, including customer support, lead qualification, appointment scheduling, and outbound sales. This versatility has attracted clients across multiple industries seeking to automate customer interactions while maintaining quality standards.
With approximately 100 employees currently, Vapi plans to invest the new funding in expanding its engineering, infrastructure, and go-to-market teams. As enterprises increasingly move customer interactions onto AI systems, the demand for sophisticated voice AI platforms continues growing.
"The golden problem is taking this indeterminate beast that is a model and taming it," Dearsley explained. "If you can do that, then you can provide value to the world." With Ring's endorsement and substantial funding secured, Vapi appears well-positioned to capture more of this expanding market.
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Design startup secures funding for cloud-based production tool
Dessn raises $6M for its production-focused design tool
Design startup Dessn has secured $6 million in funding led by Connect Ventures to revolutionize design workflows. Unlike traditional tools, Dessn allows teams to work directly on their codebase in the cloud without setup costs.
Founded by Gabriella Hachem and Nim Cheema, the platform targets teams with existing codebases rather than ground-up ideation. Current customers include Color, Wispr, and Mercury. The tool starts at $39 per user monthly and offers seamless designer-to-developer handoffs by operating in production environments.
🎙️ The Supercharged Podcast Is Growing
Real Conversations with the People Building the AI Future
The Supercharged Podcast is quickly becoming a space for real, unfiltered conversations about AI — beyond the hype, tools, and surface-level takes.
Each episode dives deep with founders, operators, and builders who are actively working with AI — or building AI-first companies — to uncover how it’s truly changing the way work gets done.
From strategy and systems to real-world execution, these conversations are practical, honest, and focused on what actually works — not just what sounds good.
⚡ Trends for the Future
Musk mulled handing OpenAI to his children, Altman testifies
Altman defends OpenAI against Musk's lawsuit challenging corporate structure.
OpenAI CEO Sam Altman took the stand to defend against Elon Musk's lawsuit challenging the company's corporate structure. Musk alleges that OpenAI's founders "stole a charity" when they launched a for-profit subsidiary to market AI products.
"It feels difficult to even wrap my head around that framing," Altman responded. "We created one of the largest charities in the world. This foundation is doing incredible work and will do much more." OpenAI's foundation now holds approximately $200 billion in assets.
The lawsuit centers on whether OpenAI abandoned its safety commitments as it grew commercially. However, Altman testified that Musk's own safety plans were concerning during critical 2017 funding discussions. He described a "particularly hair-raising moment" when Musk suggested that if he died while controlling a hypothetical OpenAI for-profit, "Maybe OpenAI should pass to my children."
This proposal troubled Altman because OpenAI was dedicated to keeping advanced AI from single-person control. Drawing on his Y Combinator experience, Altman knew "founders who had control usually did not give it up."
Altman also criticized Musk's management approach at OpenAI, saying it "demotivated some of our most key researchers." He detailed how Musk required co-founders Greg Brockman and Ilya Sutskever to rank researchers and "take a chainsaw through a bunch," causing lasting cultural damage.
After this unresolved conflict, Musk left OpenAI's board and launched competing AI initiatives at Tesla and xAI. Despite the departure, Altman maintained contact, updating Musk on OpenAI's progress and seeking his input.
OpenAI's lawyers noted that Musk remained informed about investments he now claims corrupted the non-profit. During one 2018 Microsoft investment discussion, Altman recalled an unusually positive meeting where Musk spent time "showing us memes on his phone."
⚡ Let’s Make AI Actually Useful:
What Would Move the Needle in *Your* Industry?
AI has potential — but generic advice rarely helps.
What would be genuinely valuable for AI to do in your industry right now?
• Automate a painful workflow?
• Improve decision-making?
• Replace a manual process that wastes time?
• Help your team upskill faster?
Tell us what you’d want AI to handle — or where you feel stuck.
We’re using these insights to curate **industry-specific trainings, live webinars, and practical guidance** you can actually apply.
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