The Godot game engine banned autonomous AI agents from opening pull requests on June 30, citing that 'AI cannot take responsibility' and that maintainers cannot trust heavy AI users to understand thei…
Gabriel Amzallag, a former Qonto conversion specialist, launched Web Anatomy (webanatomy.ai) by pre-selling a feature for €99 before building it, validating demand with a single paying customer. The p…
AI UGC tools such as Creatify, HeyGen, and Arcads can generate spokesperson videos for a few dollars per clip, but their real value is limited to high-volume hook testing rather than full ad productio…
Open Design, a free and open-source desktop app (Apache-2.0), lets users leverage their existing coding agent to extract brand assets and generate design artifacts from any website. In tests, it succe…
Controlled trials show vibe coding accelerates fresh builds by 26% to 56%, and a six-month-old vibe-coding product sold for an initial $80 million plus earn-outs. Tools like Cursor and Claude Code hav…
A vendor-neutral analysis of the vibe coding stack identifies only two paid tools worth buying from day one: the AI editor Cursor ($20/month) and the terminal agent Claude Code ($20/month on Claude Pr…
AI companies captured 65% of US venture dollars in 2025, but the funding is concentrated in megadeals while small seed rounds shrank 20%. Only about one in six seed-stage AI startups reaches a Series …
Stora co-founder Steven Hylands discusses his journey from interactive multimedia design to building self-storage software, his 10,000 pull requests with a quarter landed in the last six months, and w…
AI-generated UGC ad tools price finished spokesperson clips at roughly $1 to $11, compared to about $185 for a human creator video, but the cost savings come with hidden risks including platform label…
Agencies lose $1,000 to $5,000 monthly to unbilled scope creep on AI projects, with 57% reporting such losses and only 1% billing for all work, according to a 2025 Ignition survey. Research shows deve…
AI freelancers are shifting from one-off project builds to retainer-based income models, charging $100–200 per user per month or €300–500 for small automation retainers, following playbooks from the m…
Creatify's Pro plan at $99 per month transforms product pages into ad creatives, with URL-to-Video scraping Amazon listings to produce scripted ad variants featuring avatar presenters, captions, and m…
A study of 25,000 workers across 7,000 Danish workplaces found AI saves about 2.8% of work hours but has no significant impact on earnings or recorded hours, with only 3-7% of productivity gains reach…
GitHub Copilot, Anthropic, and other AI model owners lost money on flat-rate subscriptions as heavy users consumed far more tokens than the average, forcing a shift to usage-based pricing. A small fra…
The best AI agents, including Gemini 2.5 Pro, complete only about 30% of realistic multi-step office tasks autonomously, according to Carnegie Mellon's TheAgentCompany benchmark. Salesforce's own CRMA…
Claude Code, an agentic coding tool from Anthropic, excels at autonomous multi-file tasks when used with proper planning and review, but fails when treated as an inline editor like Cursor. Users must …
Clay, an AI-powered prospecting tool, delivered strong results in a live test, correctly identifying CEOs for ten companies and finding valid work emails for nine of ten leads. However, its high cost …
Perplexity, an answer engine that synthesizes web search results into cited answers, offers free and paid tiers with features like Pro Search and Research mode. While useful for research, its citation…
A controlled study from IIT Delhi and Princeton found that citing sources, adding statistics, and quoting experts boosts AI search visibility by up to 40%, while keyword stuffing reduces it by 10%. Pe…
Perplexity launched Max, a $200-per-month AI search tier with advanced tools like Model Council, Deep Research, and a Computer agent, but everyday search still relies on content mills and most users d…