Vibe coder and hardware tinkerer Maddie Reese builds projects at the intersection of software and hardware, including a thermal receipt printer that accepts messages from anywhere in the world using a…
A developer identifies a 'Distribution Gap' that causes early-stage AI startups to fail despite strong products, arguing that building an audience and integrating distribution into product development…
Cursor, Bolt, Lovable, and GitHub Copilot AI coding assistants frequently generate CORS middleware that reflects the incoming Origin header with credentials enabled, creating a critical vulnerability …
A security analysis by Symbiotic Security found that 98% of 1,072 Supabase-backed vibe-coded apps had at least one security issue, with 16% containing critical flaws. An academic study by Deng et al. …
AI tools such as Cursor, Lovable, and Replit Agent have slashed MVP build costs from $40,000–$60,000 in agency fees to under $10,000 in tooling and compute costs, but most founders still burn their se…
Manoj Aggarwal, a lead software engineer at a large software company with 14 years of experience at Microsoft, Twitter, and Stripe, says AI tools could reduce the need for junior engineers but not for…
Product consultancy thoughtbot published a field report on July 24, 2026, arguing that while AI has drastically reduced the cost of shipping prototypes, it has not reduced the cost of deciding what to…
A developer built a task manager using AI tools like Lovable, Bolt, Replit, and Cursor, then found five critical security vulnerabilities before writing any code. The issues included exposed database …
Anthropic released Claude Opus 5 on July 24, pricing it at $5 per million input tokens—half the cost of Claude Fable 5—while outperforming Fable 5 on most major benchmarks, including a 43.3% score on …
At .debug 2026, RedAccess discovered 380,000 publicly accessible vibe-coded applications, with 5,000 lacking security or authentication and 40% exposing sensitive data. IBM's 2025 Cost of a Data Breac…
A developer audited 20 AI-built apps from tools like Lovable, Bolt, v0, and Cursor, finding that 14 had canonical tags pointing to the wrong domain, 12 had broken SEO, 9 had analytics not firing, 7 ha…
Female-founded edtech imagi raised $4.5 million in seed funding from executives at OpenAI and Lovable to deploy a safety layer that brings safe AI to classrooms.…
Thoughtbot reports that startup founders using AI tools like Claude, Lovable, and Bubble.io can prototype quickly but still face challenges in product decisions, code validation, and strategic plannin…
Stripe's 2025 revenue hit $6.8 billion, up 33% year-over-year, with free cash flow surging 52% to $3.2 billion, yielding a 47% free cash flow margin, according to The Information. The payments company…
AI agents from Replit, Lovable, Claude, and Figma used a custom font called Charitable Serif without complying with its license, which requires a $100,000 donation to charity for AI use, according to …
Menlo Ventures partner Matt Murphy says AI startups must focus on building platforms, not just models, citing Anthropic's leap to a $47 billion revenue run rate by May from $9 billion in 2025 as unpre…
A developer found that AI coding assistants like Cursor, Copilot, Lovable, and Bolt generate code with security flaws such as hardcoded API keys, permissive CORS settings, and missing input validation…
A scan of 1,868 public apps built with AI coding tools found that only 23% pass an 80-point production-ready bar, 24% have at least one critical finding, and 15% contain a hardcoded secret or API key,…
A former web developer turned project manager reports that AI-assisted building has allowed them to create small internal tools and workflow automations that would otherwise remain on engineering back…
Usage-based billing in AI products uses tokens, credits, or outcomes as the unit of consumption, each shifting risk differently between customer and vendor. Tokens, the cost unit of AI, are counted pe…