Normalized X post

langfuse.com: "Build custom evals," they say.

A public X post from langfuse.com with a linked primary source flags "Build custom evals," they say. Yes, but "custom" doesn't mean "from scratch." We built a demo docs chatbot and connected it to a public Langfuse instance. Check out and copy how...

Signal contract

A public X post from langfuse.com with a linked primary source flags "Build custom evals," they say. Yes, but "custom" doesn't mean "from scratch." We built a demo docs chatbot and connected it to a public Langfuse instance. Check out and copy how...

Source ledger

Publishable sources attached to this record.

2 public sources
#SourceRolePublic status
1x.comsourceprimary receiptsource_urls
2cloud.langfuse.comsourcesupporting receiptsource_urls

Observation

A public X post from langfuse.com with a linked primary source flags "Build custom evals," they say. Yes, but "custom" doesn't mean "from scratch." We built a demo docs chatbot and connected it to a public Langfuse instance. Check out and copy how...

Why it matters

This X-discovered record adds fresh evidence to the goal scoped loops replace manual continuation, model answers become task interfaces lens and lets the site trend graph move as public product and research signals arrive.

Entities

langfuse.com

Provenance

This public record is an English normalization of an approved X watchlist post. Linked source_urls carry the publishable evidence boundary.

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Discovery graph / next reads

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  1. 01patternGoal-scoped loops replace manual continuationPattern connected to this observed signal.
  2. 02patternModel answers become task interfacesPattern connected to this observed signal.
  3. 03patternSkills become a portable capability layerPattern connected to this observed signal.
  4. 04patternVerification bandwidth is the scarce engineering resourcePattern connected to this observed signal.
  5. 05topicAgents - New RuntimeExplore the agents topic hub.

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