37signalsplans to chop its cloud bill from a hefty$3.2Mto under$1Ma year by dumping AWS for its own gear, with some help from swift Dell and Pure Storage systems. Oh, andAWStossed in a $250K fee waiver to nudge that transition along... read more  

Databasesdance between block and file-level access. They cleverly use memory like a magician with a hidden pocket, smoothing over sluggish disk interactions. Logs? They’re the secret sauce for slick crash recovery.Concurrency controlin the mad circus of transactions? Locks. They're the backstage cre.. read more  

Gemini 2.5 Pro Preview (I/O edition)is here, flexing its muscles in code editing and web app creation. This newcomer muscles its way to the top of theWebDev Arena Leaderboard. As if that wasn't enough, it scores a jaw-dropping84.8%on VideoMME for video analysis. And guess what? The price tag hasn’t .. read more  

A.I. algorithm incorrectly predicted Italian Cardinal Parolin as next pope; new model analyzes voting trends and predicts U.S. Cardinal Prevost as a compromise candidate. Model may improve with inclusion of more political and geographical data, but current analysis offers insights into potential pap.. read more  

Over-engineering smothers momentum. Get it to prod yesterday. Imperfection? Own it. Tweak with real folks in the wild. Feature flags and sanity checks? Priceless. Theory's just noise until reality weighs in... read more  

Anthropic's Claude just supercharged its Research feature, cranking out reports from hundreds of sources in a blazing 45 minutes.But stay sharp—AI has a knack for inventing phantom sources... read more  

Only25%of AI projects actually deliver returns on investment. Yet,61%of CEOs are ready to double down and scale their AI agents. Surprisingly,64%jumped in headfirst, investing before the payoff even showed its face... read more  

Meet the"Wait" token trick—a clever nudge that sharpens a model's reasoning. It mirrors OpenAI's o1-preview magic using only 1,000 examples. And guess what? Not a speck of reinforcement learning in sight... read more  

AI prompt engineering has vanished as a standalone job, absorbed into general AI roles. New AI roles demand deeper technical expertise and are reshaping the job market quickly... read more  

AI coding tools are revolutionizing software development, with many developers already using them for efficiency gains. OpenAI's latest model ranks in the top competitive coders percentile, showing rapid progress in reasoning abilities. AI coding tools are set to support huge context windows, potent.. read more