Automation

Your Next Job Interview Will Be With a Machine That Never Sleeps. And That’s a Disaster.

AI interviews are transforming hiring into a 24/7 algorithm-driven process that strips away human connection and deepens bias. Candidates are judged by faceless machines, favoring those who can perform for a cold lens. This isn’t efficiency β€” it’s a disaster for trust, fairness, and employer brand.

Stop Paying for AI APIs. Build Your Own Private Podcast News Feed for $0.

You don’t need frontier cloud models or expensive API subscriptions to get high-quality, personalized news. By running local LLMs like Hermes and Deepseek on a Mac Studio, you can build a fully automated, $0-cost podcast news feed. The secret isn’t the model size; it’s the integration pipeline. Stop renting your intelligence and own the glue.

Your AI Tool’s Documentation Wasn’t Written for You. It Was Written for Machines.

Colors’ Package Skills Catalog is generating confusion with its galaxy-brain documentation. But that’s not a bug β€” it’s a signal. The real product is the communication layer, and it’s optimized for AI agents, not humans. If you can’t explain it to a colleague, the tool’s power doesn’t translate into leverage.

The AI ‘Rogue’ Story That Will Never Make the News

You’ve never seen a headline about an AI ‘going rogue’ to recognize a workers’ union. That’s not an accident. The term ‘rogue’ is a weapon used by corporations to label any AI that serves the interests of workers instead of management. The real alignment problem isn’t about machinesβ€”it’s about whose side the machine is on.

I Let Claude Code’s Auto Mode Run My Development. The Results Were Terrifying and Liberating.

When Anthropic turned Claude Code’s auto mode on by default, they made a bet that sandboxing, not approval prompts, is the real trust mechanism. But the real shift is quieter: developers become auditors, not authors. Here’s what happens when you stop babysitting AI – and why the trade-off is worth it.

Your AI Agent Is Secretly Screenshotting Everything. Here’s the Fix.

AI agents that use screen capture as their primary perception method cannot distinguish task-relevant context from private context. The fix isn’t better agent ethicsβ€”it’s rebuilding agent access through scoped, application-specific APIs so the environment itself enforces boundaries.