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#llm-pipelines

3 posts tagged llm-pipelines.

Thoughts

Type safety is the new prompt engineering

Whilst everyone obsesses over prompt craft, the real revolution is happening in the type system.

type-safety llm-pipelines structured-outputs developer-tools

Tools & Experiments

Outlines + Pydantic

A Python combination for building type-safe LLM pipelines with strict schema validation and JSON recovery.

experimental
python structured-output validation llm-pipelines

FAPO

Cisco's open-source prompt optimiser that attributes failures at the step level across multi-stage LLM pipelines and fixes them automatically.

experimental
prompt-optimisation llm-pipelines agents open-source claude