diff --git a/README-CN.md b/README-CN.md
index 09832121a..8261307b3 100644
--- a/README-CN.md
+++ b/README-CN.md
@@ -63,44 +63,37 @@
 <!-- START doctoc generated TOC please keep comment here to allow auto update -->
 <!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
 <details>
-<summary><h3>📖 目录</h3></summary>
-
-- [简介](#introduction)
-- [主要特点](#key-features)
-- [快速示例](#quick-example)
-- [安装](#安装)
-- [Python 快速入门 🐍](#python-quick-start-)
-- [步骤 1：创建代理](#step-1-create-an-agent)
-- [步骤 2：创建一个生成故事和漫画的任务](#step-2-create-a-task-that-generates-a-story-and-comic-strip)
-- [步骤 3：执行任务](#step-3-execute-the-task)
-- [步骤 4：与代理聊天](#step-4-chat-with-the-agent)
-- [Node.js 快速入门🟩](#nodejs-quick-start-)
-- [步骤 1：创建代理](#step-1-create-an-agent-1)
-- [步骤 2：创建一个生成故事和漫画的任务](#step-2-create-a-task-that-generates-a-story-and-comic-strip-1)
-- [步骤 3：执行任务](#step-3-execute-the-task-1)
-- [步骤 4：与代理聊天](#step-4-chat-with-the-agent-1)
-- [组件](#components)
-- [心智模型](#mental-model)
-- [概念](#concepts)
-- [理解任务](#understanding-tasks)
-- [工作流步骤的类型](#types-of-workflow-steps)
-- [工具类型](#tool-types)
-- [用户定义的`函数`](#user-defined-functions)
-- [`系统` 工具](#system-tools)
-- [内置 `integrations`](#built-in-integrations)
--[直接`api_calls`]（#direct-api_calls）
-- [集成](#integrations)
-- [其他功能](#other-features)
-- [向代理添加工具](#adding-tools-to-agents)
-- [管理会话和用户](#managing-sessions-and-users)
-- [文档集成与搜索](#document-integration-and-search)
-- [本地快速启动](#local-quickstart)
-- [SDK 参考](#sdk-reference)
-- [API 参考](#api-reference)
-- [为什么 Julep 与 LangChain？](#why-julep-vs-langchain)
-- [不同用例](#different-use-cases)
-- [不同的外形尺寸](#different-form-factor)
-- [总结](#in-summary)
+<summary><h3>📖 Table of Contents</h3></summary>
+
+- [主要特点](#%E4%B8%BB%E8%A6%81%E7%89%B9%E7%82%B9)
+- [Python 快速入门🐍](#python-%E5%BF%AB%E9%80%9F%E5%85%A5%E9%97%A8)
+  - [步骤 1：创建代理](#%E6%AD%A5%E9%AA%A4-1%E5%88%9B%E5%BB%BA%E4%BB%A3%E7%90%86)
+  - [步骤 2：创建一个生成故事和漫画的任务](#%E6%AD%A5%E9%AA%A4-2%E5%88%9B%E5%BB%BA%E4%B8%80%E4%B8%AA%E7%94%9F%E6%88%90%E6%95%85%E4%BA%8B%E5%92%8C%E6%BC%AB%E7%94%BB%E7%9A%84%E4%BB%BB%E5%8A%A1)
+  - [步骤 3：执行任务](#%E6%AD%A5%E9%AA%A4-3%E6%89%A7%E8%A1%8C%E4%BB%BB%E5%8A%A1)
+  - [步骤 4：与代理聊天](#%E6%AD%A5%E9%AA%A4-4%E4%B8%8E%E4%BB%A3%E7%90%86%E8%81%8A%E5%A4%A9)
+- [Node.js 快速入门 🟩](#nodejs-%E5%BF%AB%E9%80%9F%E5%85%A5%E9%97%A8-)
+  - [步骤 1：创建代理](#%E6%AD%A5%E9%AA%A4-1%E5%88%9B%E5%BB%BA%E4%BB%A3%E7%90%86-1)
+  - [步骤 2：创建一个生成故事和漫画的任务](#%E6%AD%A5%E9%AA%A4-2%E5%88%9B%E5%BB%BA%E4%B8%80%E4%B8%AA%E7%94%9F%E6%88%90%E6%95%85%E4%BA%8B%E5%92%8C%E6%BC%AB%E7%94%BB%E7%9A%84%E4%BB%BB%E5%8A%A1-1)
+  - [步骤 3：执行任务](#%E6%AD%A5%E9%AA%A4-3%E6%89%A7%E8%A1%8C%E4%BB%BB%E5%8A%A1-1)
+  - [步骤 4：与代理聊天](#%E6%AD%A5%E9%AA%A4-4%E4%B8%8E%E4%BB%A3%E7%90%86%E8%81%8A%E5%A4%A9-1)
+  - [心智模型](#%E5%BF%83%E6%99%BA%E6%A8%A1%E5%9E%8B)
+- [概念](#%E6%A6%82%E5%BF%B5)
+- [理解任务](#%E7%90%86%E8%A7%A3%E4%BB%BB%E5%8A%A1)
+  - [工作流步骤的类型](#%E5%B7%A5%E4%BD%9C%E6%B5%81%E6%AD%A5%E9%AA%A4%E7%9A%84%E7%B1%BB%E5%9E%8B)
+- [工具类型](#%E5%B7%A5%E5%85%B7%E7%B1%BB%E5%9E%8B)
+  - [用户定义的函数](#%E7%94%A8%E6%88%B7%E5%AE%9A%E4%B9%89%E7%9A%84%E5%87%BD%E6%95%B0)
+  - [`系统` 工具](#%E7%B3%BB%E7%BB%9F-%E5%B7%A5%E5%85%B7)
+  - [内置“集成”](#%E5%86%85%E7%BD%AE%E9%9B%86%E6%88%90)
+  - [直接 `api_calls`](#%E7%9B%B4%E6%8E%A5-api_calls)
+- [集成](#%E9%9B%86%E6%88%90)
+  - [向代理添加工具](#%E5%90%91%E4%BB%A3%E7%90%86%E6%B7%BB%E5%8A%A0%E5%B7%A5%E5%85%B7)
+  - [管理会话和用户](#%E7%AE%A1%E7%90%86%E4%BC%9A%E8%AF%9D%E5%92%8C%E7%94%A8%E6%88%B7)
+  - [文档集成与搜索](#%E6%96%87%E6%A1%A3%E9%9B%86%E6%88%90%E4%B8%8E%E6%90%9C%E7%B4%A2)
+- [本地快速启动](#%E6%9C%AC%E5%9C%B0%E5%BF%AB%E9%80%9F%E5%90%AF%E5%8A%A8)
+- [SDK 参考](#sdk-%E5%8F%82%E8%80%83)
+- [为什么选择 Julep 而不是 LangChain？](#%E4%B8%BA%E4%BB%80%E4%B9%88%E9%80%89%E6%8B%A9-julep-%E8%80%8C%E4%B8%8D%E6%98%AF-langchain)
+  - [不同的用例](#%E4%B8%8D%E5%90%8C%E7%9A%84%E7%94%A8%E4%BE%8B)
+  - [不同的外形尺寸](#%E4%B8%8D%E5%90%8C%E7%9A%84%E5%A4%96%E5%BD%A2%E5%B0%BA%E5%AF%B8)
 
 </details>
 <!-- END doctoc generated TOC please keep comment here to allow auto update -->
diff --git a/README-FR.md b/README-FR.md
index d74f9a013..9fb786006 100644
--- a/README-FR.md
+++ b/README-FR.md
@@ -63,44 +63,44 @@ Des nouvelles passionnantes ! Nous participons au DevFest.AI tout au long du moi
 <!-- START doctoc generated TOC please keep comment here to allow auto update -->
 <!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
 <details>
-<summary><h3>📖 Table des matières</h3></summary>
+<summary><h3>📖 Table of Contents</h3></summary>
 
-- [Présentation](#introduction)
-- [Caractéristiques principales](#key-features)
-- [Exemple rapide](#quick-example)
+- [Introduction](#introduction)
+- [Principales caractéristiques](#principales-caract%C3%A9ristiques)
+- [Exemple rapide](#exemple-rapide)
 - [Installation](#installation)
-- [Démarrage rapide de Python 🐍](#python-quick-start-)
-- [Étape 1 : Créer un agent](#step-1-create-an-agent)
-- [Étape 2 : Créer une tâche qui génère une histoire et une bande dessinée](#step-2-create-a-task-that-generates-a-story-and-comic-strip)
-- [Étape 3 : Exécuter la tâche](#step-3-execute-the-task)
-- [Étape 4 : discuter avec l'agent](#step-4-chat-with-the-agent)
-- [Démarrage rapide de Node.js 🟩](#nodejs-quick-start-)
-- [Étape 1 : Créer un agent](#step-1-create-an-agent-1)
-- [Étape 2 : Créer une tâche qui génère une histoire et une bande dessinée](#step-2-create-a-task-that-generates-a-story-and-comic-strip-1)
-- [Étape 3 : Exécuter la tâche](#step-3-execute-the-task-1)
-- [Étape 4 : discuter avec l'agent](#step-4-chat-with-the-agent-1)
+- [Démarrage rapide de Python 🐍](#d%C3%A9marrage-rapide-de-python-)
+  - [Étape 1 : Créer un agent](#%C3%89tape-1%C2%A0-cr%C3%A9er-un-agent)
+  - [Étape 2 : Créer une tâche qui génère une histoire et une bande dessinée](#%C3%89tape-2%C2%A0-cr%C3%A9er-une-t%C3%A2che-qui-g%C3%A9n%C3%A8re-une-histoire-et-une-bande-dessin%C3%A9e)
+  - [Étape 3 : Exécuter la tâche](#%C3%89tape-3%C2%A0-ex%C3%A9cuter-la-t%C3%A2che)
+  - [Étape 4 : Discuter avec l'agent](#%C3%89tape-4%C2%A0-discuter-avec-lagent)
+- [Démarrage rapide de Node.js 🟩](#d%C3%A9marrage-rapide-de-nodejs-)
+  - [Étape 1 : Créer un agent](#%C3%89tape-1%C2%A0-cr%C3%A9er-un-agent-1)
+  - [Étape 2 : Créer une tâche qui génère une histoire et une bande dessinée](#%C3%89tape-2%C2%A0-cr%C3%A9er-une-t%C3%A2che-qui-g%C3%A9n%C3%A8re-une-histoire-et-une-bande-dessin%C3%A9e-1)
+  - [Étape 3 : Exécuter la tâche](#%C3%89tape-3%C2%A0-ex%C3%A9cuter-la-t%C3%A2che-1)
+  - [Étape 4 : Discuter avec l'agent](#%C3%89tape-4%C2%A0-discuter-avec-lagent-1)
 - [Composants](#composants)
-- [Modèle mental](#mental-model)
+  - [Modèle mental](#mod%C3%A8le-mental)
 - [Concepts](#concepts)
-- [Comprendre les tâches](#understanding-tasks)
-- [Types d'étapes de flux de travail](#types-of-workflow-steps)
-- [Types d'outils](#types-d'outils)
-- [`Fonctions` définies par l'utilisateur](#user-defined-functions)
-- [outils système](#outils-système)
-- [`Intégrations` intégrées](#integrations-integrées)
-- [Appels directs `api_calls`](#appels directs-api_calls)
-- [Intégrations](#intégrations)
-- [Autres fonctionnalités](#other-features)
-- [Ajout d'outils aux agents](#adding-tools-to-agents)
-- [Gestion des sessions et des utilisateurs](#managing-sessions-and-users)
-- [Intégration et recherche de documents](#document-integration-and-search)
-- [Démarrage rapide local](#local-quickstart)
-- [Référence SDK](#sdk-reference)
-- [Référence API](#api-reference)
-- [Pourquoi Julep contre LangChain ?](#pourquoi-julep-vs-langchain)
-- [Différents cas d'utilisation](#different-use-cases)
-- [Facteur de forme différent](#different-form-factor)
-- [En résumé](#en-resumé)
+- [Comprendre les tâches](#comprendre-les-t%C3%A2ches)
+  - [Types d'étapes de flux de travail](#types-d%C3%A9tapes-de-flux-de-travail)
+- [Types d'outils](#types-doutils)
+  - [Fonctions définies par l'utilisateur](#fonctions-d%C3%A9finies-par-lutilisateur)
+  - [outils `système`](#outils-syst%C3%A8me)
+  - [« Intégrations » intégrées](#%C2%AB%C2%A0int%C3%A9grations%C2%A0%C2%BB-int%C3%A9gr%C3%A9es)
+  - [Appels directs `api_calls`](#appels-directs-api_calls)
+- [Intégrations](#int%C3%A9grations)
+- [Autres fonctionnalités](#autres-fonctionnalit%C3%A9s)
+  - [Ajout d'outils aux agents](#ajout-doutils-aux-agents)
+  - [Gestion des sessions et des utilisateurs](#gestion-des-sessions-et-des-utilisateurs)
+  - [Intégration et recherche de documents](#int%C3%A9gration-et-recherche-de-documents)
+- [Démarrage rapide local](#d%C3%A9marrage-rapide-local)
+- [Référence du SDK](#r%C3%A9f%C3%A9rence-du-sdk)
+- [Référence API](#r%C3%A9f%C3%A9rence-api)
+- [Pourquoi Julep vs. LangChain ?](#pourquoi-julep-vs-langchain%C2%A0)
+  - [Différents cas d'utilisation](#diff%C3%A9rents-cas-dutilisation)
+  - [Facteur de forme différent](#facteur-de-forme-diff%C3%A9rent)
+  - [En résumé](#en-r%C3%A9sum%C3%A9)
 
 </details>
 <!-- END doctoc generated TOC please keep comment here to allow auto update -->
diff --git a/README-JA.md b/README-JA.md
index 9f4ecb2ae..1a3b1682e 100644
--- a/README-JA.md
+++ b/README-JA.md
@@ -63,44 +63,42 @@ Julep プロジェクトに新しい貢献者を迎えられることを嬉し
 <!-- START doctoc generated TOC please keep comment here to allow auto update -->
 <!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
 <details>
-<summary><h3>📖 目次</h3></summary>
-
-- [はじめに](#introduction)
-- [主な特徴](#key-features)
-- [簡単な例](#quick-example)
-- [インストール](#installation)
-- [Python クイックスタート 🐍](#python-quick-start-)
-- [ステップ 1: エージェントを作成する](#step-1-create-an-agent)
-- [ステップ 2: ストーリーとコミック ストリップを生成するタスクを作成する](#step-2-create-a-task-that-generates-a-story-and-comic-strip)
-- [ステップ 3: タスクを実行する](#step-3-execute-the-task)
-- [ステップ 4: エージェントとチャットする](#step-4-chat-with-the-agent)
-- [Node.js クイック スタート 🟩](#nodejs-quick-start-)
-- [ステップ 1: エージェントを作成する](#step-1-create-an-agent-1)
-- [ステップ 2: ストーリーとコミック ストリップを生成するタスクを作成する](#step-2-create-a-task-that-generates-a-story-and-comic-strip-1)
-- [ステップ 3: タスクを実行する](#step-3-execute-the-task-1)
-- [ステップ 4: エージェントとチャットする](#step-4-chat-with-the-agent-1)
-- [コンポーネント](#components)
-- [メンタルモデル](#mental-model)
-- [コンセプト](#concepts)
-- [タスクの理解](#understanding-tasks)
-- [ワークフロー ステップの種類](#types-of-workflow-steps)
-- [ツールの種類](#tool-types)
-- [ユーザー定義の `functions`](#user-defined-functions)
-- [`システム` ツール](#system-tools)
-- [組み込みの `integrations`](#built-in-integrations)
-- [直接の `api_calls`](#direct-api_calls)
-- [統合](#integrations)
-- [その他の機能](#other-features)
-- [エージェントへのツールの追加](#adding-tools-to-agents)
-- [セッションとユーザーの管理](#managing-sessions-and-users)
-- [ドキュメントの統合と検索](#document-integration-and-search)
-- [ローカルクイックスタート](#local-quickstart)
-- [SDKリファレンス](#sdk-reference)
-- [APIリファレンス](#api-reference)
-- [なぜ Julep 対 LangChain?](#why-julep-vs-langchain)
-- [さまざまなユースケース](#different-use-cases)
-- [異なるフォームファクター](#different-form-factor)
-- [要約](#in-summary)
+<summary><h3>📖 Table of Contents</h3></summary>
+
+- [主な特徴](#%E4%B8%BB%E3%81%AA%E7%89%B9%E5%BE%B4)
+- [簡単な例](#%E7%B0%A1%E5%8D%98%E3%81%AA%E4%BE%8B)
+- [インストール](#%E3%82%A4%E3%83%B3%E3%82%B9%E3%83%88%E3%83%BC%E3%83%AB)
+- [Python クイックスタート 🐍](#python-%E3%82%AF%E3%82%A4%E3%83%83%E3%82%AF%E3%82%B9%E3%82%BF%E3%83%BC%E3%83%88-)
+  - [ステップ 1: エージェントを作成する](#%E3%82%B9%E3%83%86%E3%83%83%E3%83%97-1-%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E3%82%92%E4%BD%9C%E6%88%90%E3%81%99%E3%82%8B)
+  - [ステップ2: ストーリーと漫画を生成するタスクを作成する](#%E3%82%B9%E3%83%86%E3%83%83%E3%83%972-%E3%82%B9%E3%83%88%E3%83%BC%E3%83%AA%E3%83%BC%E3%81%A8%E6%BC%AB%E7%94%BB%E3%82%92%E7%94%9F%E6%88%90%E3%81%99%E3%82%8B%E3%82%BF%E3%82%B9%E3%82%AF%E3%82%92%E4%BD%9C%E6%88%90%E3%81%99%E3%82%8B)
+  - [ステップ3: タスクを実行する](#%E3%82%B9%E3%83%86%E3%83%83%E3%83%973-%E3%82%BF%E3%82%B9%E3%82%AF%E3%82%92%E5%AE%9F%E8%A1%8C%E3%81%99%E3%82%8B)
+  - [ステップ4: エージェントとチャットする](#%E3%82%B9%E3%83%86%E3%83%83%E3%83%974-%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E3%81%A8%E3%83%81%E3%83%A3%E3%83%83%E3%83%88%E3%81%99%E3%82%8B)
+- [Node.js クイックスタート 🟩](#nodejs-%E3%82%AF%E3%82%A4%E3%83%83%E3%82%AF%E3%82%B9%E3%82%BF%E3%83%BC%E3%83%88-)
+  - [ステップ 1: エージェントを作成する](#%E3%82%B9%E3%83%86%E3%83%83%E3%83%97-1-%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E3%82%92%E4%BD%9C%E6%88%90%E3%81%99%E3%82%8B-1)
+  - [ステップ2: ストーリーと漫画を生成するタスクを作成する](#%E3%82%B9%E3%83%86%E3%83%83%E3%83%972-%E3%82%B9%E3%83%88%E3%83%BC%E3%83%AA%E3%83%BC%E3%81%A8%E6%BC%AB%E7%94%BB%E3%82%92%E7%94%9F%E6%88%90%E3%81%99%E3%82%8B%E3%82%BF%E3%82%B9%E3%82%AF%E3%82%92%E4%BD%9C%E6%88%90%E3%81%99%E3%82%8B-1)
+  - [ステップ3: タスクを実行する](#%E3%82%B9%E3%83%86%E3%83%83%E3%83%973-%E3%82%BF%E3%82%B9%E3%82%AF%E3%82%92%E5%AE%9F%E8%A1%8C%E3%81%99%E3%82%8B-1)
+  - [ステップ4: エージェントとチャットする](#%E3%82%B9%E3%83%86%E3%83%83%E3%83%974-%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E3%81%A8%E3%83%81%E3%83%A3%E3%83%83%E3%83%88%E3%81%99%E3%82%8B-1)
+- [コンポーネント](#%E3%82%B3%E3%83%B3%E3%83%9D%E3%83%BC%E3%83%8D%E3%83%B3%E3%83%88)
+  - [メンタルモデル](#%E3%83%A1%E3%83%B3%E3%82%BF%E3%83%AB%E3%83%A2%E3%83%87%E3%83%AB)
+- [コンセプト](#%E3%82%B3%E3%83%B3%E3%82%BB%E3%83%97%E3%83%88)
+- [タスクを理解する](#%E3%82%BF%E3%82%B9%E3%82%AF%E3%82%92%E7%90%86%E8%A7%A3%E3%81%99%E3%82%8B)
+  - [ワークフローステップの種類](#%E3%83%AF%E3%83%BC%E3%82%AF%E3%83%95%E3%83%AD%E3%83%BC%E3%82%B9%E3%83%86%E3%83%83%E3%83%97%E3%81%AE%E7%A8%AE%E9%A1%9E)
+- [ツールの種類](#%E3%83%84%E3%83%BC%E3%83%AB%E3%81%AE%E7%A8%AE%E9%A1%9E)
+  - [ユーザー定義の `functions`](#%E3%83%A6%E3%83%BC%E3%82%B6%E3%83%BC%E5%AE%9A%E7%BE%A9%E3%81%AE-functions)
+  - [`システム` ツール](#%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0-%E3%83%84%E3%83%BC%E3%83%AB)
+  - [組み込みの `integrations`](#%E7%B5%84%E3%81%BF%E8%BE%BC%E3%81%BF%E3%81%AE-integrations)
+  - [直接の `api_calls`](#%E7%9B%B4%E6%8E%A5%E3%81%AE-api_calls)
+- [統合](#%E7%B5%B1%E5%90%88)
+- [その他の機能](#%E3%81%9D%E3%81%AE%E4%BB%96%E3%81%AE%E6%A9%9F%E8%83%BD)
+  - [エージェントへのツールの追加](#%E3%82%A8%E3%83%BC%E3%82%B8%E3%82%A7%E3%83%B3%E3%83%88%E3%81%B8%E3%81%AE%E3%83%84%E3%83%BC%E3%83%AB%E3%81%AE%E8%BF%BD%E5%8A%A0)
+  - [セッションとユーザーの管理](#%E3%82%BB%E3%83%83%E3%82%B7%E3%83%A7%E3%83%B3%E3%81%A8%E3%83%A6%E3%83%BC%E3%82%B6%E3%83%BC%E3%81%AE%E7%AE%A1%E7%90%86)
+  - [ドキュメントの統合と検索](#%E3%83%89%E3%82%AD%E3%83%A5%E3%83%A1%E3%83%B3%E3%83%88%E3%81%AE%E7%B5%B1%E5%90%88%E3%81%A8%E6%A4%9C%E7%B4%A2)
+- [ローカルクイックスタート](#%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%AB%E3%82%AF%E3%82%A4%E3%83%83%E3%82%AF%E3%82%B9%E3%82%BF%E3%83%BC%E3%83%88)
+- [SDK リファレンス](#sdk-%E3%83%AA%E3%83%95%E3%82%A1%E3%83%AC%E3%83%B3%E3%82%B9)
+- [APIリファレンス](#api%E3%83%AA%E3%83%95%E3%82%A1%E3%83%AC%E3%83%B3%E3%82%B9)
+- [Julep と LangChain を比較する理由](#julep-%E3%81%A8-langchain-%E3%82%92%E6%AF%94%E8%BC%83%E3%81%99%E3%82%8B%E7%90%86%E7%94%B1)
+  - [さまざまなユースケース](#%E3%81%95%E3%81%BE%E3%81%96%E3%81%BE%E3%81%AA%E3%83%A6%E3%83%BC%E3%82%B9%E3%82%B1%E3%83%BC%E3%82%B9)
+  - [異なるフォームファクタ](#%E7%95%B0%E3%81%AA%E3%82%8B%E3%83%95%E3%82%A9%E3%83%BC%E3%83%A0%E3%83%95%E3%82%A1%E3%82%AF%E3%82%BF)
 
 </details>
 <!-- END doctoc generated TOC please keep comment here to allow auto update -->
diff --git a/agents-api/agents_api/metrics/__init__.py b/agents-api/agents_api/metrics/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/agents-api/agents_api/metrics/counters.py b/agents-api/agents_api/metrics/counters.py
new file mode 100644
index 000000000..f54f02388
--- /dev/null
+++ b/agents-api/agents_api/metrics/counters.py
@@ -0,0 +1,25 @@
+from functools import wraps
+from typing import Callable, ParamSpec, TypeVar
+
+from prometheus_client import Counter
+
+P = ParamSpec("P")
+T = TypeVar("T")
+
+
+def increase_counter(metric_label: str, id_field_name: str = "developer_id"):
+    def decor(func: Callable[P, T]):
+        metric = Counter(
+            metric_label,
+            f"Number of {metric_label} calls",
+            labelnames=(id_field_name,),
+        )
+
+        @wraps(func)
+        def wrapper(*args: P.args, **kwargs: P.kwargs) -> T:
+            metric.labels(kwargs.get(id_field_name, "not_set")).inc()
+            return func(*args, **kwargs)
+
+        return wrapper
+
+    return decor
diff --git a/agents-api/agents_api/models/agent/create_agent.py b/agents-api/agents_api/models/agent/create_agent.py
index 98daab540..fd623bb0c 100644
--- a/agents-api/agents_api/models/agent/create_agent.py
+++ b/agents-api/agents_api/models/agent/create_agent.py
@@ -13,6 +13,7 @@
 
 from ...autogen.openapi_model import Agent, CreateAgentRequest
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -57,6 +58,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("create_agent")
 @beartype
 def create_agent(
     *,
diff --git a/agents-api/agents_api/models/agent/create_or_update_agent.py b/agents-api/agents_api/models/agent/create_or_update_agent.py
index 08adcfefd..9a1feb717 100644
--- a/agents-api/agents_api/models/agent/create_or_update_agent.py
+++ b/agents-api/agents_api/models/agent/create_or_update_agent.py
@@ -13,6 +13,7 @@
 
 from ...autogen.openapi_model import Agent, CreateOrUpdateAgentRequest
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -48,6 +49,7 @@
     Agent, one=True, transform=lambda d: {"id": UUID(d.pop("agent_id")), **d}
 )
 @cozo_query
+@increase_counter("create_or_update_agent")
 @beartype
 def create_or_update_agent(
     *,
diff --git a/agents-api/agents_api/models/agent/patch_agent.py b/agents-api/agents_api/models/agent/patch_agent.py
index 364d1a974..99d4e3553 100644
--- a/agents-api/agents_api/models/agent/patch_agent.py
+++ b/agents-api/agents_api/models/agent/patch_agent.py
@@ -9,6 +9,7 @@
 from ...autogen.openapi_model import PatchAgentRequest, ResourceUpdatedResponse
 from ...common.utils.cozo import cozo_process_mutate_data
 from ...common.utils.datetime import utcnow
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -36,6 +37,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("patch_agent")
 @beartype
 def patch_agent(
     *,
diff --git a/agents-api/agents_api/models/agent/update_agent.py b/agents-api/agents_api/models/agent/update_agent.py
index 992bb9796..b36f687eb 100644
--- a/agents-api/agents_api/models/agent/update_agent.py
+++ b/agents-api/agents_api/models/agent/update_agent.py
@@ -8,6 +8,7 @@
 
 from ...autogen.openapi_model import ResourceUpdatedResponse, UpdateAgentRequest
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -35,6 +36,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("update_agent")
 @beartype
 def update_agent(
     *,
diff --git a/agents-api/agents_api/models/docs/create_doc.py b/agents-api/agents_api/models/docs/create_doc.py
index 1c667bd51..f3767bedb 100644
--- a/agents-api/agents_api/models/docs/create_doc.py
+++ b/agents-api/agents_api/models/docs/create_doc.py
@@ -8,6 +8,7 @@
 
 from ...autogen.openapi_model import CreateDocRequest, Doc
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -37,6 +38,7 @@
     },
 )
 @cozo_query
+@increase_counter("create_doc")
 @beartype
 def create_doc(
     *,
diff --git a/agents-api/agents_api/models/entry/create_entries.py b/agents-api/agents_api/models/entry/create_entries.py
index e227714d1..bdb8090f3 100644
--- a/agents-api/agents_api/models/entry/create_entries.py
+++ b/agents-api/agents_api/models/entry/create_entries.py
@@ -10,6 +10,7 @@
 from ...common.utils.cozo import cozo_process_mutate_data
 from ...common.utils.datetime import utcnow
 from ...common.utils.messages import content_to_json
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     mark_session_updated_query,
@@ -40,6 +41,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("create_entries")
 @beartype
 def create_entries(
     *,
diff --git a/agents-api/agents_api/models/execution/create_execution.py b/agents-api/agents_api/models/execution/create_execution.py
index b4918065b..13108fe15 100644
--- a/agents-api/agents_api/models/execution/create_execution.py
+++ b/agents-api/agents_api/models/execution/create_execution.py
@@ -9,6 +9,7 @@
 from ...autogen.openapi_model import CreateExecutionRequest, Execution
 from ...common.utils.cozo import cozo_process_mutate_data
 from ...common.utils.types import dict_like
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -36,6 +37,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("create_execution")
 @beartype
 def create_execution(
     *,
diff --git a/agents-api/agents_api/models/execution/create_execution_transition.py b/agents-api/agents_api/models/execution/create_execution_transition.py
index d2323d365..b4a06d389 100644
--- a/agents-api/agents_api/models/execution/create_execution_transition.py
+++ b/agents-api/agents_api/models/execution/create_execution_transition.py
@@ -12,6 +12,7 @@
 )
 from ...common.protocol.tasks import transition_to_execution_status, valid_transitions
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -76,6 +77,7 @@ def validate_transition_targets(data: CreateTransitionRequest) -> None:
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("create_execution_transition")
 @beartype
 def create_execution_transition(
     *,
diff --git a/agents-api/agents_api/models/execution/create_temporal_lookup.py b/agents-api/agents_api/models/execution/create_temporal_lookup.py
index ddc6430c2..e47a505db 100644
--- a/agents-api/agents_api/models/execution/create_temporal_lookup.py
+++ b/agents-api/agents_api/models/execution/create_temporal_lookup.py
@@ -8,6 +8,7 @@
 from temporalio.client import WorkflowHandle
 
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -28,6 +29,7 @@
     }
 )
 @cozo_query
+@increase_counter("create_temporal_lookup")
 @beartype
 def create_temporal_lookup(
     *,
diff --git a/agents-api/agents_api/models/execution/update_execution.py b/agents-api/agents_api/models/execution/update_execution.py
index 4d0367ae4..5b578c08e 100644
--- a/agents-api/agents_api/models/execution/update_execution.py
+++ b/agents-api/agents_api/models/execution/update_execution.py
@@ -14,6 +14,7 @@
     valid_previous_statuses as valid_previous_statuses_map,
 )
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -41,6 +42,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("update_execution")
 @beartype
 def update_execution(
     *,
diff --git a/agents-api/agents_api/models/session/create_or_update_session.py b/agents-api/agents_api/models/session/create_or_update_session.py
index 6c81b2563..629ca6398 100644
--- a/agents-api/agents_api/models/session/create_or_update_session.py
+++ b/agents-api/agents_api/models/session/create_or_update_session.py
@@ -11,6 +11,7 @@
     ResourceUpdatedResponse,
 )
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -43,6 +44,7 @@
     },
 )
 @cozo_query
+@increase_counter("create_or_update_session")
 @beartype
 def create_or_update_session(
     *,
diff --git a/agents-api/agents_api/models/session/create_session.py b/agents-api/agents_api/models/session/create_session.py
index 32a74533a..70b2d41e7 100644
--- a/agents-api/agents_api/models/session/create_session.py
+++ b/agents-api/agents_api/models/session/create_session.py
@@ -12,6 +12,7 @@
 from pydantic import ValidationError
 
 from ...autogen.openapi_model import CreateSessionRequest, Session
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -44,6 +45,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("create_session")
 @beartype
 def create_session(
     *,
diff --git a/agents-api/agents_api/models/session/update_session.py b/agents-api/agents_api/models/session/update_session.py
index 3d3a685d1..e93deb8c9 100644
--- a/agents-api/agents_api/models/session/update_session.py
+++ b/agents-api/agents_api/models/session/update_session.py
@@ -8,6 +8,7 @@
 
 from ...autogen.openapi_model import ResourceUpdatedResponse, UpdateSessionRequest
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -51,6 +52,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("update_session")
 @beartype
 def update_session(
     *,
diff --git a/agents-api/agents_api/models/task/create_or_update_task.py b/agents-api/agents_api/models/task/create_or_update_task.py
index d787d78b5..d2e5ae73a 100644
--- a/agents-api/agents_api/models/task/create_or_update_task.py
+++ b/agents-api/agents_api/models/task/create_or_update_task.py
@@ -18,6 +18,7 @@
 from ...common.protocol.tasks import task_to_spec
 from ...common.utils.cozo import cozo_process_mutate_data
 from ...common.utils.datetime import utcnow
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -49,6 +50,7 @@
     },
 )
 @cozo_query
+@increase_counter("create_or_update_task")
 @beartype
 def create_or_update_task(
     *,
diff --git a/agents-api/agents_api/models/task/create_task.py b/agents-api/agents_api/models/task/create_task.py
index 9affe0ead..57c3ab44d 100644
--- a/agents-api/agents_api/models/task/create_task.py
+++ b/agents-api/agents_api/models/task/create_task.py
@@ -16,6 +16,7 @@
 )
 from ...common.protocol.tasks import spec_to_task, task_to_spec
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -38,6 +39,7 @@
 )
 @wrap_in_class(spec_to_task, one=True, _kind="inserted")
 @cozo_query
+@increase_counter("create_task")
 @beartype
 def create_task(
     *,
diff --git a/agents-api/agents_api/models/task/patch_task.py b/agents-api/agents_api/models/task/patch_task.py
index 1837064c7..178b9daa3 100644
--- a/agents-api/agents_api/models/task/patch_task.py
+++ b/agents-api/agents_api/models/task/patch_task.py
@@ -14,6 +14,7 @@
 from ...autogen.openapi_model import PatchTaskRequest, ResourceUpdatedResponse, TaskSpec
 from ...common.protocol.tasks import task_to_spec
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -46,6 +47,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("patch_task")
 @beartype
 def patch_task(
     *,
diff --git a/agents-api/agents_api/models/task/update_task.py b/agents-api/agents_api/models/task/update_task.py
index 9cfb04357..5a41fe6c0 100644
--- a/agents-api/agents_api/models/task/update_task.py
+++ b/agents-api/agents_api/models/task/update_task.py
@@ -14,6 +14,7 @@
 from ...autogen.openapi_model import ResourceUpdatedResponse, UpdateTaskRequest
 from ...common.protocol.tasks import task_to_spec
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -45,6 +46,7 @@
     },
 )
 @cozo_query
+@increase_counter("update_task")
 @beartype
 def update_task(
     *,
diff --git a/agents-api/agents_api/models/tools/create_tools.py b/agents-api/agents_api/models/tools/create_tools.py
index b98a751d0..675aa6877 100644
--- a/agents-api/agents_api/models/tools/create_tools.py
+++ b/agents-api/agents_api/models/tools/create_tools.py
@@ -9,6 +9,7 @@
 from pydantic import ValidationError
 
 from ...autogen.openapi_model import CreateToolRequest, Tool
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -39,6 +40,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("create_tools")
 @beartype
 def create_tools(
     *,
diff --git a/agents-api/agents_api/models/tools/patch_tool.py b/agents-api/agents_api/models/tools/patch_tool.py
index 0d8304d7d..bc49b8121 100644
--- a/agents-api/agents_api/models/tools/patch_tool.py
+++ b/agents-api/agents_api/models/tools/patch_tool.py
@@ -8,6 +8,7 @@
 
 from ...autogen.openapi_model import PatchToolRequest, ResourceUpdatedResponse
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -35,6 +36,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("patch_tool")
 @beartype
 def patch_tool(
     *, developer_id: UUID, agent_id: UUID, tool_id: UUID, data: PatchToolRequest
diff --git a/agents-api/agents_api/models/tools/update_tool.py b/agents-api/agents_api/models/tools/update_tool.py
index d1676e984..ef700a5f6 100644
--- a/agents-api/agents_api/models/tools/update_tool.py
+++ b/agents-api/agents_api/models/tools/update_tool.py
@@ -11,6 +11,7 @@
     UpdateToolRequest,
 )
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -38,6 +39,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("update_tool")
 @beartype
 def update_tool(
     *,
diff --git a/agents-api/agents_api/models/user/create_or_update_user.py b/agents-api/agents_api/models/user/create_or_update_user.py
index 13260a038..3e9b1f3a6 100644
--- a/agents-api/agents_api/models/user/create_or_update_user.py
+++ b/agents-api/agents_api/models/user/create_or_update_user.py
@@ -12,6 +12,7 @@
 from pydantic import ValidationError
 
 from ...autogen.openapi_model import CreateOrUpdateUserRequest, User
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -45,6 +46,7 @@
 )
 @wrap_in_class(User, one=True, transform=lambda d: {"id": UUID(d.pop("user_id")), **d})
 @cozo_query
+@increase_counter("create_or_update_user")
 @beartype
 def create_or_update_user(
     *,
diff --git a/agents-api/agents_api/models/user/create_user.py b/agents-api/agents_api/models/user/create_user.py
index 270c0d44c..ba96bd2b5 100644
--- a/agents-api/agents_api/models/user/create_user.py
+++ b/agents-api/agents_api/models/user/create_user.py
@@ -12,6 +12,7 @@
 from pydantic import ValidationError
 
 from ...autogen.openapi_model import CreateUserRequest, User
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -56,6 +57,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("create_user")
 @beartype
 def create_user(
     *,
diff --git a/agents-api/agents_api/models/user/patch_user.py b/agents-api/agents_api/models/user/patch_user.py
index 152f66de7..e091edc63 100644
--- a/agents-api/agents_api/models/user/patch_user.py
+++ b/agents-api/agents_api/models/user/patch_user.py
@@ -11,6 +11,7 @@
 from ...autogen.openapi_model import PatchUserRequest, ResourceUpdatedResponse
 from ...common.utils.cozo import cozo_process_mutate_data
 from ...common.utils.datetime import utcnow
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -50,6 +51,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("patch_user")
 @beartype
 def patch_user(
     *,
diff --git a/agents-api/agents_api/models/user/update_user.py b/agents-api/agents_api/models/user/update_user.py
index 964e550b4..68e6e6c25 100644
--- a/agents-api/agents_api/models/user/update_user.py
+++ b/agents-api/agents_api/models/user/update_user.py
@@ -8,6 +8,7 @@
 
 from ...autogen.openapi_model import ResourceUpdatedResponse, UpdateUserRequest
 from ...common.utils.cozo import cozo_process_mutate_data
+from ...metrics.counters import increase_counter
 from ..utils import (
     cozo_query,
     partialclass,
@@ -47,6 +48,7 @@
     _kind="inserted",
 )
 @cozo_query
+@increase_counter("update_user")
 @beartype
 def update_user(
     *, developer_id: UUID, user_id: UUID, data: UpdateUserRequest
diff --git a/agents-api/agents_api/routers/sessions/chat.py b/agents-api/agents_api/routers/sessions/chat.py
index 1963db316..25550a517 100644
--- a/agents-api/agents_api/routers/sessions/chat.py
+++ b/agents-api/agents_api/routers/sessions/chat.py
@@ -20,6 +20,7 @@
 from ...models.chat.gather_messages import gather_messages
 from ...models.chat.prepare_chat_context import prepare_chat_context
 from ...models.entry.create_entries import create_entries
+from .metrics import total_tokens_per_user
 from .router import router
 
 
@@ -166,4 +167,8 @@ async def chat(
         choices=[choice.model_dump() for choice in model_response.choices],
     )
 
+    total_tokens_per_user.labels(str(developer.id)).inc(
+        amount=chat_response.usage.total_tokens or 0
+    )
+
     return chat_response
diff --git a/agents-api/agents_api/routers/sessions/metrics.py b/agents-api/agents_api/routers/sessions/metrics.py
new file mode 100644
index 000000000..5c432e4e7
--- /dev/null
+++ b/agents-api/agents_api/routers/sessions/metrics.py
@@ -0,0 +1,7 @@
+from prometheus_client import Counter
+
+total_tokens_per_user = Counter(
+    "total_tokens_per_user",
+    "Total token count per user",
+    labelnames=("developer_id",),
+)
diff --git a/agents-api/poetry.lock b/agents-api/poetry.lock
index 6a928e86f..b4814e3ab 100644
--- a/agents-api/poetry.lock
+++ b/agents-api/poetry.lock
@@ -2009,13 +2009,13 @@ dev = ["Sphinx (>=5.1.1)", "black (==24.8.0)", "build (>=0.10.0)", "coverage[tom
 
 [[package]]
 name = "litellm"
-version = "1.49.4"
+version = "1.49.5"
 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 files = [
-    {file = "litellm-1.49.4-py3-none-any.whl", hash = "sha256:3094a9f74979da993f4b3298372ec4416f7a3f82d11a0831c9c616098b3fb50a"},
-    {file = "litellm-1.49.4.tar.gz", hash = "sha256:5f16d40bfa7747fcc21f45f340454c57cbc705178244fe7326abac7c0759e05e"},
+    {file = "litellm-1.49.5-py3-none-any.whl", hash = "sha256:9cd246221c1d922edb7614f29b5b5618b9da588f0ac04612965dbd8afeaa130f"},
+    {file = "litellm-1.49.5.tar.gz", hash = "sha256:f45667d723d77d235dc3cc3b056338012eb2ffbfd46d7beb7abea927f49358e0"},
 ]
 
 [package.dependencies]
@@ -4093,13 +4093,13 @@ tornado = ["tornado (>=6)"]
 
 [[package]]
 name = "setuptools"
-version = "75.1.0"
+version = "75.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "setuptools-75.1.0.tar.gz", hash = "sha256:d59a21b17a275fb872a9c3dae73963160ae079f1049ed956880cd7c09b120538"},
+    {file = "setuptools-75.2.0-py3-none-any.whl", hash = "sha256:a7fcb66f68b4d9e8e66b42f9876150a3371558f98fa32222ffaa5bced76406f8"},
+    {file = "setuptools-75.2.0.tar.gz", hash = "sha256:753bb6ebf1f465a1912e19ed1d41f403a79173a9acf66a42e7e6aec45c3c16ec"},
 ]
 
 [package.extras]
@@ -4913,109 +4913,93 @@ files = [
 
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 name = "yarl"
-version = "1.15.2"
+version = "1.15.3"
 description = "Yet another URL library"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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+    {file = "yarl-1.15.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:19077525cd36c797cae19262e15f2881da33c602fb35d075ff0e4263b51b8b88"},
+    {file = "yarl-1.15.3-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:d80c019083506886df098b7bb0d844e19db7e226736829ef49f892ed0a070fa5"},
+    {file = "yarl-1.15.3-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:c24debeec87908a864a2b4cb700f863db9441cabacdb22dc448c5d38b55c6f62"},
+    {file = "yarl-1.15.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:1c49fe426c45520b4b8a48544d3a9a58194f39c1b57d92451883f847c299a137"},
+    {file = "yarl-1.15.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:66ddcd7ee3264bc937860f4780290d60f6472ca0484c214fe805116a831121e8"},
+    {file = "yarl-1.15.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:2a5cbbb06559757f091f9e71d3f76c27d4dfe0652cc3f17ccce398b8377bfda4"},
+    {file = "yarl-1.15.3-cp39-cp39-win32.whl", hash = "sha256:d798de0b50efb66583fc096bcdaa852ed6ea3485a4eb610d6a634f8010d932f4"},
+    {file = "yarl-1.15.3-cp39-cp39-win_amd64.whl", hash = "sha256:8f0b33fd088e93ba5f7f6dd55226630e7b78212752479c8fcc6abbd143b9c1ce"},
+    {file = "yarl-1.15.3-py3-none-any.whl", hash = "sha256:a1d49ed6f4b812dde88e937d4c2bd3f13d72c23ef7de1e17a63b7cacef4b5691"},
+    {file = "yarl-1.15.3.tar.gz", hash = "sha256:fbcff47f8ba82467f203037f7a30decf5c724211b224682f7236edb0dcbb5b95"},
 ]
 
 [package.dependencies]
@@ -5045,4 +5029,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.12,<3.13"
-content-hash = "d314acb39fa48742da35437160d180810ec9edcedbb11ac783a858ccb5ebbbd6"
+content-hash = "689fd41e66a6c91b5138eab78bb6db79da0404ae982292810bdc2f621b82831b"
diff --git a/agents-api/pyproject.toml b/agents-api/pyproject.toml
index 1fecc70e5..7131a9fe6 100644
--- a/agents-api/pyproject.toml
+++ b/agents-api/pyproject.toml
@@ -38,9 +38,9 @@ sse-starlette = "^2.1.3"
 anyio = "^4.4.0"
 python-box = {extras = [], version = "^7.2.0"}
 prometheus-fastapi-instrumentator = "^7.0.0"
+prometheus-client = "^0.21.0"
 boto3 = "^1.35.39"
 xxhash = "^3.5.0"
-ruamel-yaml = "^0.18.6"
 
 [tool.poetry.group.dev.dependencies]
 ipython = "^8.26.0"