How to Match Cold Outreach CTAs to Buyer Readiness

Cold outreach advice tends to begin with what the seller can edit. Shorten the subject line. Personalize the opener. Improve the CTA. Add another follow-up. Those levers matter because they are visible, measurable, and easy to change. But they leave the more...

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Why Standard WER Lies to You in Dialect AI

Why Standard WER Lies to You in Dialect AI

I recently moved to the US. Long before I moved, I built my very first voice agent. It didn't take long to realize a fundamental flaw in standard architectures: the underlying models were heavily biased towards standard American accents. The moment an input featured a...

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Why Mouse Jigglers Defeat Activity-Based Time Tracking

Activity percentages on time-tracking dashboards are basically a compressed view of mouse and keyboard input. Hardware jigglers, software “movers,” and keep-awake scripts exist because they game that view: they keep the green bar green without proving anyone is...

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Debian votes to let contributors code with AI

The Debian community has voted to allow members to use generative AI when creating their contributions, with the caveat that developers remain responsible for code quality. The Linux distro’s community recently decided to develop a policy on use of AI-assisted coding...

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Dissecting a Lethal Universal Travel Adapter

The world’s refusal to standardize on a single type of mains power outlet has led to a vibrant market of so-called travel adapters, all of which try to outdo each other in convenience and universality. This comes at the cost of complexity, something which ultimately...

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