AI-native, full-stack web apps with Vercel and AWS Databases
In this post, we show how the integration between Vercel and AWS Databases solves this and invite you to participate in the H0 hackathon.
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In this post, we show how the integration between Vercel and AWS Databases solves this and invite you to participate in the H0 hackathon.
Going to post this publicly because it forces me to be honest with myself. What I'm building: an AI visibility tool for B2B SaaS. Shows you which competitors AI assistants are recommending in your place, then generates the corrective content to close each gap. A week in and honestly the picture is mixed. Scan-based cold emails where I include the prospect's real numbers in the pitch. Don't have open-rate data yet because I only turned tracking on this week (lesson learned), but a few of the repl
The Problem We Were Actually Solving We had built the Treasure Hunt Engine to power in-game treasure hunts that reward players for exploring content. At 100 000 active players it felt fast. At 500 000 it started to stutter. The operator documentation told teams to set max_reindexing_concurrency = 2 and warned against full table scans. No one listened when the game grew faster than the docs. The real problem wasnt the engines speed; it was the lack of an explicit operator boundary. We had impli
Federal prosecutors charged a Google employee with fraud after he allegedly made $1.2 million on Polymarket bets related to Search-related trends in 2025, as reported earlier by ABC News. In their now-unsealed complaint, prosecutors allege that Michele Spagnuolo "knew the outcome of these wagers before the trading public did because he had accessed Google's confidential, commercially valuable internal data." Spagnuolo was arrested in New York on Wednesday but released on a $2.25 million bond, AB
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According to federal prosecutors, Michele Spagnuolo made more than $1 million on the prediction market platform using confidential information about Google Search traffic.
Threat actors are targeting systems with high-performance computers in an ongoing cryptojacking campaign spread through a coordinated SEO poisoning operation that also manipulated AI chatbot recommendations. [...]
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