How SocialKit actually works, written by the people who wrote it. No growth-hacking listicles. Just the engineering and the calls behind it.
We audited 177 of our own generated posts and found every static living in two structures with the text in the same corner. Here is the system that fixed it.
Read post →Why SocialKit never asks an image model for a finished post: the model decides the words, deterministic code renders the design, and a judge signs off.
Read post →PostScore's number comes from a Claude Sonnet judge with forced tool use, grounded in how the feed actually ranks. Here's why, and what we won't claim.
Read post →REST and MCP expose the same SocialKit capabilities. We made sure a capability is never implemented twice. Here's the pattern.
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