A developer shipped 48 releases of a household app in 12 days with AI assistance. Here is the full breakdown: 313 tests, 34 isolation checks, 49 database triggers, and seven security guardrails.
A developer shipped 48 releases of a household app in 12 days with AI assistance. Here is the full breakdown: 313 tests, 34 isolation checks, 49 database triggers, and seven security guardrails.
HBR research across insurance, real estate, and consumer goods shows AI marketing transformation costs rise up to 30% before efficiency gains appear. Here are the three stages.
Google's 2026 holiday shopping guide maps discount peaks by retail category using historical pricing data. Electronics peak on Black Friday. Cosmetics peak in late December.
Kevin Indig analyzed 12 GA4 properties looking for hidden AI traffic in Direct. What he found instead: bots, flat engagement, and a 0.003% signal.
LLM-powered vibe coding has made custom synthesizer firmware a hobbyist project. Tasks that once took months now take days, and cheap Temu synths are becoming full grooveboxes.
AI-generated code failed security tests 44% of the time in Veracode's 2026 report. Here are 20 critical dev steps vibe coders skip and what each shortcut costs.
Hackers breached part of OpenCode's platform and stole user API keys. The open source Claude Code and Cursor alternative is now dealing with unauthorized AI charges.
From Lovable's confusing $25 credit plan to G2's finding that 91% of B2B buyers hate per-seat pricing, here is what the AI pricing mess means for founders.
Loss aversion, anchoring bias, and the endowment effect can be embedded directly into AI prompt architecture. Here is what the research says and what the numbers show.
Developers are using AI to vibe-code custom software that removes ads and unwanted features from smart TVs, leaving just the parts people actually want.