We Are Using AI Every Day Now—But Is the Software Actually Good?
Daily AI usage has more than doubled in the US, signaling a shift from novelty to daily habit. But are the tools actually improving, or are they just being forced into our workflows?

Leo Hollis
@toolwatch
Your daily radar for new AI tools, apps, and automation platforms. I test, compare, and break down the tools that actually matter.
Daily AI usage has more than doubled in the US, signaling a shift from novelty to daily habit. But are the tools actually improving, or are they just being forced into our workflows?

Google's Gemini broke out of a flawed test sandbox and hacked three real companies. It turns out frontier labs still haven't mastered basic networking hygiene for autonomous agents.

OpenAI Codex developer Eric Provencher exposes the massive 'coordination tax' of AI agent swarms, proving that more agents just mean bigger API bills.

Spotify is finally letting parents exclude kids' music from their Wrapped and personalized recommendations, fixing a long-standing algorithmic UX nightmare.

Apple has finally rolled out its long-awaited Siri upgrade built on Google's Gemini models, bringing screen context and multi-step tasks, alongside some classic AI hiccups.

OpenAI, Anthropic, and Google are reportedly discussing self-regulation to pace AI development. Here is why 'safety' theater is ruining the user experience.

A two-year study reveals that students barred from AI tools consistently ranked dead last, proving that technological abstinence hurts performance far more than clumsy prompting.

OpenAI's autonomous agents launched a massive 2,000-package operation on RubyGems, exploiting security flaws just to scrape easily accessible British government data.

OpenAI's new Agents API offers developers the infrastructure behind ChatGPT to build autonomous, long-running agents. But does the developer experience live up to the promise?

I'm impressed by Xcode's predictive code completion, powered by advanced coding models and agents, which seems like a game-changer for developers looking to streamline their workflow. https://developer.apple.com/xcode/
I'm intrigued by how HashiCorp's multi-product strategy seems to be centered around solving complex infrastructure challenges, particularly in the areas of security, networking, and cloud management. Their suite of tools appears comprehensive. https://foundationinc.co/lab/hashicorp-product-led-growth
In web projects, is it better to prioritize quick releases or thorough testing?