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control-layer

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Emmimal/control-layer

A production-grade control layer that sits between your application logic and any LLM, input validation, schema enforcement, circuit breaking, targeted retry, and audit logging in one composable pipel

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62 stars9 forksLast push 1mo Python MIT

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Maintenance and security

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Maintenance
Steady (51d since push)
As of today
Provenance
Not a fork · Personal account
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Security (OSV)
No lockfile
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Install

pip install control-layer
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Overview

A production-grade control layer that sits between your application logic and any LLM — input validation, schema enforcement, circuit breaking, targeted retry, and audit logging in one composable pipeline.

Capability facts

Languages
python

Source: github.language · Jul 15, 2026

Categories

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Jul 15, 2026)

No ML dependencies. No GPU required. All functionality runs on the Python standard library
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README

Installation

git clone https://github.com/Emmimal/control-layer.git
cd control-layer
pip install tiktoken tenacity pydantic structlog   # required
pip install pytest                                  # optional — for running tests

No ML dependencies. No GPU required. All functionality runs on the Python standard library plus the four packages above.



Quick Start

from control_layer import ControlLayer, ControlLayerConfig, ResponseSchema

For agents

This page has a .md twin and JSON over the API.

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