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Was working on a project pulling content from a few major platforms to build a dataset for fine-tuning a small language model. Speed and consistency were key, and that’s where Residential Proxies really helped—real IPs meant fewer blocks and smoother access across regions. What made it work for...
I tried it mainly for automating blog outlines and quick social post drafts—it’s quick and saves me time, but some features feel a bit clunky and need better interface flow.
I’ve tried a few strategies mentioned here, and what really helped me was cutting down on overtrading during news events—my win rate actually improved just by stepping back a bit. Also, if you're looking to lower your costs while getting funded, check this out...
I used Curious Compass AI Labs to check if my idea had potential before spending any money building it. What really stood out was how they broke things down into easy steps, especially around getting early traction. Fundraising support for startups helped me too — they included specific actions...