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AI chatbots make it possible for people who can’t code to build apps, sites and tools. But it’s decidedly problematic.

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The GPT-5.3 and 5.4 models represent a different approach, hinting at a major change in how major AI firms build their tech.

Microsoft ships Agent Framework 1.0 but Azure's agent stack still spans too many surfaces while Google and AWS offer cleaner developer paths.

Automated tools hitting the same endpoints repeatedly? Throttled or banned. This is where web residential proxies step in.