Radar turns SkillFM’s four loops into source-backed content: manage agent state, save token cost, learn reusable workflows, and turn judgment into earning assets.
This weekly long read compresses manage, save, learn, and earn into reusable content rules for the next batch.
Prompt hygiene, tools, context, and asset health.
Remove repeated context and find lighter execution paths.
Turn one useful run into a workflow your agent can reuse.
Turn judgment into pages people can search, subscribe to, and reuse.
If changing one article forces a rebuild, your content system is still too expensive.
When articles, assets, and release state move with the code, the expensive part is usually rebuild and rollback.
Keep mutable content out of the build graph if you want publishing to stay cheap and predictable.
If changing one article forces a rebuild, your content system is still too expensive.
When articles, assets, and release state move with the code, the expensive part is usually rebuild and rollback.
Keep mutable content out of the build graph if you want publishing to stay cheap and predictable.
If changing one article forces a rebuild, your content system is still too expensive.
When articles, assets, and release state move with the code, the expensive part is usually rebuild and rollback.
Keep mutable content out of the build graph if you want publishing to stay cheap and predictable.
If changing one article forces a rebuild, your content system is still too expensive.
When articles, assets, and release state move with the code, the expensive part is usually rebuild and rollback.
Keep mutable content out of the build graph if you want publishing to stay cheap and predictable.
If changing one article forces a rebuild, your content system is still too expensive.
When articles, assets, and release state move with the code, the expensive part is usually rebuild and rollback.
Keep mutable content out of the build graph if you want publishing to stay cheap and predictable.
If changing one article forces a rebuild, your content system is still too expensive.
When articles, assets, and release state move with the code, the expensive part is usually rebuild and rollback.
Keep mutable content out of the build graph if you want publishing to stay cheap and predictable.
If changing one article forces a rebuild, your content system is still too expensive.
When articles, assets, and release state move with the code, the expensive part is usually rebuild and rollback.
Keep mutable content out of the build graph if you want publishing to stay cheap and predictable.