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Free AI Landing Page Builders: Which Ones Actually Let You Keep the Code

Most "free AI website builder" content is written for marketers. This one's for the people who get asked to evaluate these tools technically — because "it's free" and "it's actually usable for a real…

  • Dorik AI, Manus, and Base44 allow code ownership without free tier restrictions
  • Manus specializes in production-quality output with clean layout logic
  • Base44's free tier has limited credit allowance for expanding projects

The Eval Scorers You Actually Need for LLM Apps (and When to Use Each)

Most LLM eval advice collapses into one of two failure modes. Either someone tells you to "just use an LLM judge for everything," or someone hands you a wall of BLEU and ROUGE scores that nobody on…

  • Use exact-match scorer for exact-match outputs
  • JSON schema scorer for structured data
  • LLM judges for subjective quality like tone

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