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agenta

The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.

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Description

The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.

README

Shows the logo of agenta

The Open-source LLMOps Platform

Build reliable LLM applications faster with integrated prompt management, evaluation, and observability.


Documentation โ€ข Website โ€ข Agenta Cloud


MIT license. Doc PRs welcome Contributors PyPI - Downloads Last Commit

Try Agenta Live Demo


What is Agenta?

Agenta is a platform for building production-grade LLM applications. It helps engineering and product teams create reliable LLM apps faster through integrated prompt management, evaluation, and observability.

Core Features

๐Ÿงช Prompt Management & Prompt Engineering

Collaborate with Subject Matter Experts (SMEs) on prompt engineering and make sure nothing breaks in production.

  • Interactive LLM Playground: Compare prompts side by side against your test cases
  • Multi-Model Support: Experiment with 50+ LLM models or bring-your-own models
  • Version Control: Version prompts and configurations with branching and environments
  • Complex Configurations: Enable SMEs to collaborate on complex configuration schemas beyond simple prompts

Explore prompt management โ†’

๐Ÿ“Š LLM Evaluation

Evaluate your LLM applications systematically with both human and automated feedback.

  • Flexible Testsets: Create testcases from production data, playground experiments, or upload CSVs
  • Pre-built and Custom Evaluators: Use LLM-as-judge, one of our 20+ pre-built evaluators, or your custom evaluators
  • UI and API Access: Run evaluations via UI (for SMEs) or programmatically (for engineers)
  • Human Feedback Integration: Collect and incorporate expert annotations

Explore evaluation frameworks โ†’

๐Ÿ“ก LLM Observability

Get visibility into your LLM applications in production.

  • Cost & Performance Tracking: Monitor spending, latency, and usage patterns
  • LLM Tracing: Debug complex workflows with detailed traces
  • Open Standards: OpenTelemetry native tracing compatible with OpenLLMetry, and OpenInference
  • Integrations: Comes with pre-built integrations for most models and frameworks

Learn about observability โ†’

๐Ÿ“ธ Screenshots

Playground

Prompt Management

Evaluation

Observability

๐Ÿš€ Getting Started

Agenta Cloud (Recommended):

The easiest way to get started is through Agenta Cloud. Free tier available with no credit card required.

Try Agenta Live Demo

Self-hosting Agenta

  1. Clone Agenta:
git clone https://github.com/Agenta-AI/agenta && cd agenta
  1. Copy configuration:

Before starting the services, create the environment file from the example:

cp hosting/docker-compose/oss/env.oss.gh.example hosting/docker-compose/oss/.env.oss.gh
  1. Start Agenta services:
docker compose -f hosting/docker-compose/oss/docker-compose.gh.yml --env-file hosting/docker-compose/oss/.env.oss.gh --profile with-web --profile with-traefik up -d
  1. Access Agenta at http://localhost.

For deploying on a remote host, or using different ports refer to our self-hosting and remote deployment documentation.

๐Ÿ’ฌ Community

Find help, explore resources, or get involved:

๐Ÿงฐ Support

๐Ÿค Contribute

We welcome contributions of all kinds, from filing issues and sharing ideas to improving the codebase. Check out our CONTRIBUTING.md and:

โญ Star Agenta

Consider giving us a star! It helps us grow our community and gets Agenta in front of more developers.

Star us

Contributors โœจ

All ContributorsThanks goes to these wonderful people (emoji key):

Sameh Methnani
Sameh Methnani

๐Ÿ’ป ๐Ÿ“–
Suad Suljovic
Suad Suljovic

๐Ÿ’ป ๐ŸŽจ ๐Ÿง‘โ€๐Ÿซ ๐Ÿ‘€
burtenshaw
burtenshaw

๐Ÿ’ป
Abram
Abram

๐Ÿ’ป ๐Ÿ“–
Israel Abebe
Israel Abebe

๐Ÿ› ๐ŸŽจ ๐Ÿ’ป
Master X
Master X

๐Ÿ’ป
corinthian
corinthian

๐Ÿ’ป ๐ŸŽจ
Pavle Janjusevic
Pavle Janjusevic

๐Ÿš‡
Kaosi Ezealigo
Kaosi Ezealigo

๐Ÿ› ๐Ÿ’ป
Alberto Nunes
Alberto Nunes

๐Ÿ›
Maaz Bin Khawar
Maaz Bin Khawar

๐Ÿ’ป ๐Ÿ‘€ ๐Ÿง‘โ€๐Ÿซ
Nehemiah Onyekachukwu Emmanuel
Nehemiah Onyekachukwu Emmanuel

๐Ÿ’ป ๐Ÿ’ก ๐Ÿ“–
Philip Okiokio
Philip Okiokio

๐Ÿ“–
Abhinav Pandey
Abhinav Pandey

๐Ÿ’ป
Ramchandra Warang
Ramchandra Warang

๐Ÿ’ป ๐Ÿ›
Biswarghya Biswas
Biswarghya Biswas

๐Ÿ’ป
Uddeepta Raaj Kashyap
Uddeepta Raaj Kashyap

๐Ÿ’ป
Nayeem Abdullah
Nayeem Abdullah

๐Ÿ’ป
Kang Suhyun
Kang Suhyun

๐Ÿ’ป
Yoon
Yoon

๐Ÿ’ป
Kirthi Bagrecha Jain
Kirthi Bagrecha Jain

๐Ÿ’ป
Navdeep
Navdeep

๐Ÿ’ป
Rhythm Sharma
Rhythm Sharma

๐Ÿ’ป
Osinachi Chukwujama
Osinachi Chukwujama

๐Ÿ’ป
่Žซๅฐ”็ดข
่Žซๅฐ”็ดข

๐Ÿ“–
Agunbiade Adedeji
Agunbiade Adedeji

๐Ÿ’ป
Emmanuel Oloyede
Emmanuel Oloyede

๐Ÿ’ป ๐Ÿ“–
Dhaneshwarguiyan
Dhaneshwarguiyan

๐Ÿ’ป
Priyanshu Prajapati
Priyanshu Prajapati

๐Ÿ“–
Raviteja
Raviteja

๐Ÿ’ป
Arijit
Arijit

๐Ÿ’ป
Yachika9925
Yachika9925

๐Ÿ“–
Aldrin
Aldrin

โš ๏ธ
seungduk.kim.2304
seungduk.kim.2304

๐Ÿ’ป
Andrei Dragomir
Andrei Dragomir

๐Ÿ’ป
diego
diego

๐Ÿ’ป
brockWith
brockWith

๐Ÿ’ป
Dennis Zelada
Dennis Zelada

๐Ÿ’ป
Romain Brucker
Romain Brucker

๐Ÿ’ป
Heon Heo
Heon Heo

๐Ÿ’ป
Drew Reisner
Drew Reisner

๐Ÿ’ป
Ikko Eltociear Ashimine
Ikko Eltociear Ashimine

๐Ÿ“–
Vishal Vanpariya
Vishal Vanpariya

๐Ÿ’ป
Youcef Boumar
Youcef Boumar

๐Ÿ“–
LucasTrg
LucasTrg

๐Ÿ’ป ๐Ÿ›
Ashraf Chowdury
Ashraf Chowdury

๐Ÿ› ๐Ÿ’ป
jp-agenta
jp-agenta

๐Ÿ’ป ๐Ÿ›
Mr Unhappy
Mr Unhappy

๐Ÿ› ๐Ÿš‡
Moreno Bonaventura
Moreno Bonaventura

๐Ÿ›
Yoshiki Ozaki
Yoshiki Ozaki

๐Ÿ›
ahmed-agenta
ahmed-agenta

๐ŸŽจ
Vahant Sharma
Vahant Sharma

๐Ÿ“–
Muhammad Muzammil
Muhammad Muzammil

๐Ÿ’ป
Sirous Namjoo
Sirous Namjoo

๐Ÿ“– ๐Ÿ’ก
adityadewan22-hub
adityadewan22-hub

๐Ÿ’ป
lif
lif

๐Ÿ’ป
karim kohel
karim kohel

๐Ÿ’ก ๐Ÿ“–
Vishesh Paliwal
Vishesh Paliwal

๐Ÿ’ป
Eve
Eve

๐Ÿ’ป
Endoze
Endoze

๐Ÿš‡ ๐Ÿ“–

This project follows the all-contributors specification. Contributions of any kind are welcome!

Disabling Anonymized Tracking

By default, Agenta automatically reports anonymized basic usage statistics. This helps us understand how Agenta is used and track its overall usage and growth. This data does not include any sensitive information. To disable anonymized telemetry set AGENTA_TELEMETRY_ENABLED to false in your .env file.

Release History

VersionChangesUrgencyDate
v0.100.9## What's Changed * [release] v0.100.8 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4494 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4503 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4508 * [fix] Resolve audit log placement by @junaway in https://github.com/Agenta-AI/agenta/pull/4507 * [FE Fix]: Show evaluator names instead of slugs in observability tabHigh6/2/2026
v0.100.3## What's Changed * [chore] Update deployment artifacts (docker-compose/, kubernetes/, etc) by @junaway in https://github.com/Agenta-AI/agenta/pull/4416 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.100.2...v0.100.3High5/27/2026
v0.100.0## What's Changed * docs(changelog): add annotation queues entry by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4348 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4350 * [chore] Update model list by @junaway in https://github.com/Agenta-AI/agenta/pull/4349 * [ci] Fix failing workflows by @junaway in https://github.com/Agenta-AI/agenta/pull/4352 * [fix] Resolve corrupted docker files by @junaway in https://github.com/Agenta-AHigh5/20/2026
v0.99.7## What's Changed * [Docs] Fix node-version-related build issue by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/4307 * docs(docs): add versioning concept page by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4175 * docs(api): folders endpoint docstrings + concept page by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4179 * docs(api): applications endpoint docstrings + concept page by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4232 * docs(api): evaluatorsHigh5/14/2026
v0.99.3## What's Changed * [release] v0.99.2 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4284 * feat(sdk): reorganize Python SDK + extract Fern client to clients/python by @junaway @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4257 * chore(infra): use per-service container WORKDIR by @junaway @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4258 * [fix] Ressolve remaining vulnerabilities by @junaway in https://github.com/Agenta-AI/agenta/pull/4286 * [docs] UpdaHigh5/8/2026
v0.98.0## What's Changed * feat: `frontend` `archive` UI by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/4229 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.97.0...v0.98.0High5/4/2026
v0.96.10## What's Changed * [release] v0.96.9 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4215 * [feat] Extend query eval loops by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4222 * build(deps-dev): bump postcss from 8.5.6 to 8.5.10 in /examples/python/RAG_QA_chatbot/frontend by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/4226 * doc(docs): Expand v0.96 migration guide with fetch endpoint and full removed list by @mmabrouk in https://github.com/AgenHigh4/28/2026
v0.96.9## What's Changed * [release] v0.96.8 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4199 * [fix] Resolve broken registry snippets by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4214 * [fix] Resolve Incorrect Development Env Ordering in Playground by @anshk8 in https://github.com/Agenta-AI/agenta/pull/4218 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4219 * docs: add anshk8 as a contributor by @allcontHigh4/23/2026
v0.96.8## What's Changed * [release] v0.96.7 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4169 * [fix] Resolve some api test issues by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4200 * fix: Add to testset drawer freez when adding large dataset by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/4194 * fix(frontend): Clear button does not work in playground by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/4197 * fix(frontend): Show observaHigh4/22/2026
v0.96.7## What's Changed * [release] v0.96.6 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4162 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4180 * [fix] Mislabeled annotations by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4192 * [feat] Add beautified JSON view mode with structured rendering for trโ€ฆ by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/4189 * [fix] Resolve issue with updated Stripe fielHigh4/20/2026
v0.96.6## What's Changed * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4157 * docs(docs): v0.96.x REST API migration guide by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4164 * [chore] Clean up `/preview`, fix `api` tests, fix `api` bugs by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4163 * feat: updated `evaluator` selector ui by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/4151 * [fix] Resolve cross-pollHigh4/17/2026
v0.96.5## What's Changed * [release] v0.96.4 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4150 * (fix)[AGE-3731]: Deploy action from overview does nothing by @bekossy in https://github.com/Agenta-AI/agenta/pull/4160 * fix: image zoom in chat by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/4155 * enhance: open `playground` from `prompt` table by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/4154 * [docs] Remove `selector.key` from docs by @jp-agenHigh4/16/2026
v0.96.4## What's Changed * Fix version type in legacy adapter for `/configs/fetch` **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.96.3...v0.96.4High4/15/2026
v0.96.3## What's Changed * [chore] Add extra warnings when using tracing without `ag.init()` by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4148 * [feat] Expand platform admin endpoints by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4139 * [fix] Resolve FE basic policy to `strong` by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4149 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.96.2...v0.96.3High4/15/2026
v0.96.2## What's Changed * doc(docs): Update documentation for v96.0 unified invoke API by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4144 * [fix] Add back `/variant/configs/fetch` as a legacy adapter by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4146 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.96.1...v0.96.2High4/15/2026
v0.96.1## What's Changed * Fix minor backward compatibility issues in web, sdk, api, services introduced in `v0.96.0` @junaway @bekossy **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.96.0...v0.96.1High4/14/2026
v0.96.0## What's Changed * [feat] Extend `runs` and `queues` with multi-inputs, caching, splitting by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4053 * [feat] Migrate workflows, registries, and playgrounds by @junaway @ardaerzin in https://github.com/Agenta-AI/agenta/pull/4117 * [test] Migrate workflows, registries, and playgrounds by @bekossy in https://github.com/Agenta-AI/agenta/pull/4118 * Test acceptance scenarios and flow fixes by @bekossy in https://github.com/Agenta-AI/agenta/puHigh4/13/2026
v0.95.7## What's Changed * [release] v0.95.6 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4127 * (fix)[AGE-3727]: Prompt editor cursor jumps to top while typing by @bekossy in https://github.com/Agenta-AI/agenta/pull/4130 * fix(frontend): block deletion of app's last revision by @JasonOA888 in https://github.com/Agenta-AI/agenta/pull/3940 ## New Contributors * @JasonOA888 made their first contribution in https://github.com/Agenta-AI/agenta/pull/3940 **Full Changelog**: High4/10/2026
v0.95.6## What's Changed * [release] v0.95.5 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4119 * [fix] Resolve membership selection upon signup without ownership by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4126 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.95.5...v0.95.6Medium4/9/2026
v0.95.5## What's Changed * [feat] Gate all web exports (not just traces) by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4120 * [feat] Add CDC to events: state and diff by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/4113 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.95.4...v0.95.5High4/8/2026
v0.95.4## What's Changed * [release] v0.95.3 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4109 * [feat]: `annotation` `queue` checkpoint-3 - UI by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/4074 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.95.3...v0.95.4Medium4/2/2026
v0.95.3## What's Changed * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4095 * [release] v0.95.2 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4097 * chore(deps): bump aiohttp from 3.13.2 to 3.13.4 in /examples/python/RAG_QA_chatbot by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/4105 * fix(k8s): avoid cron crashes from supercronic reaper bug by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4102 *Medium4/2/2026
v0.95.2## What's Changed * [release] v0.95.1 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4087 * fix(k8s): add missing webhook and event workers to Helm chart by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4090 * docs(k8s): add troubleshooting notes for URL prefixes, CORS, and pod restarts by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4091 * feat(k8s): add a unified OSS and EE Helm chart switch by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4094Medium4/1/2026
v0.95.1## What's Changed * [release] v0.95.0 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4055 * chore(deps): bump effect from 3.19.12 to 3.20.0 in /examples/python/RAG_QA_chatbot/frontend by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/4034 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4054 * chore(deps): bump next from 15.5.11 to 15.5.14 in /examples/python/RAG_QA_chatbot/frontend by @dependabot[bot] iMedium3/31/2026
v0.95.0## What's Changed * [release] v0.94.9 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4045 * [chore] Add missing `ee/docker-compose.gh.yml` by @junaway in https://github.com/Agenta-AI/agenta/pull/4046 * [feat]: `annotation` `queues` checkpoint 1 by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/4015 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.94.9...v0.95.0Medium3/25/2026
v0.94.9## What's Changed * [release] v0.94.8 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4032 * feat(api,docs): restrict organization creation via allowlist by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4044 * fix(frontend): add DNS provider hint to domain verification instructions by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4042 * docs(self-host): add SSO authentication setup guide by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4040 * fix(Medium3/25/2026
v0.94.8## What's Changed * [release] v0.94.7 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4018 * (enhancement)[AGE-3713]: Playground editor becomes unresponsive when pasting large input by @bekossy in https://github.com/Agenta-AI/agenta/pull/4028 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.94.7...v0.94.8Low3/20/2026
v0.94.7## What's Changed * [release] v0.94.6 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4016 * [3994] fix(frontend): avoid crypto.randomUUID on HTTP by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4020 * feat(frontend): Improve playground evaluation buttons, icons, and tooltips by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4021 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4026 * fix(ci): prevent Low3/18/2026
v0.94.6## What's Changed * chore(docs): update roadmap with annotation queues and evaluator playground by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/4013 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/4014 * fix(frontend)[Age 3696]: Code Evaluation editor empty and preset content not loading by @bekossy in https://github.com/Agenta-AI/agenta/pull/3997 * [fix] Resolve failing local web tests (oss / ee) by @jp-agenta in https://githubLow3/17/2026
v0.94.5## What's Changed * fix(api): redact sensitive headers from webhook delivery records by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3988 * chore: remove SOCIAL_ANNOUNCEMENTS.md accidentally committed to main by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3991 * [release] v0.94.4 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3985 * docs: add multimodal content documentation for images and PDFs by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3Low3/16/2026
v0.94.4## What's Changed * [feat]: Added warning UIs for `testset` disconnect & change by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/3959 * [fix]: `testset` sync related issues by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/3958 * [fix] Resolve Mistral api key issue by @junaway in https://github.com/Agenta-AI/agenta/pull/3969 * [fix] Resolve sso providers and verified domains failing by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/3982 **Full ChangeloLow3/13/2026
v0.94.3## What's Changed * [release] v0.94.2 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3971 * docs: clarify GitHub PAT permissions for dispatch modes by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3974 * chore(deps): bump multipart from 1.3.0 to 1.3.1 in /examples/python/RAG_QA_chatbot by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/3978 * chore(deps): bump orjson from 3.11.5 to 3.11.6 in /examples/python/RAG_QA_chatbot by @dependabot[bot] in httpLow3/13/2026
v0.94.2## What's Changed * [fix] Resolve `turnstile` loopholes by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/3947 * [Frontend/Fix] Cascade failure and cancellation states to downstream evaluators by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/3960 * fix(eval overview): hide non-output metrics for evaluator steps by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3897 * fix(sdk): invalidate cached secrets after invalid-secrets responses by @mmabrouk in https://github.comLow3/12/2026
v0.94.1## What's Changed * Update README by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3964 * fix(analytics): attach email to PostHog person profiles by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3948 * [agents] Add code review initial structure by @junaway in https://github.com/Agenta-AI/agenta/pull/3863 * feat(hosting): add Helm chart for Agenta OSS Kubernetes deployment by @endoze in https://github.com/Agenta-AI/agenta/pull/3852 * fix(ci): harden SDK path verification agaiLow3/12/2026
v0.94.0## What's Changed * [release] v0.93.0 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3949 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3952 * [feat]: `frontend` `events` and `webhooks` by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/3891 * [release] v0.94.0 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3953 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0Low3/11/2026
v0.93.0## What's Changed * [release] v0.92.2 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3942 * [feat]: Stateless playground by @ashrafchowdury in https://github.com/Agenta-AI/agenta/pull/3883 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.92.2...v0.93.0Low3/10/2026
v0.92.2## What's Changed * [release] v0.92.1 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3933 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3934 * fix(ci): verify Railway preview images per matrix job by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3935 * fix(docs): update OSS dev mode setup instructions by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3939 * docs(contributing): restructure contributoLow3/9/2026
v0.92.1## What's Changed * [docs] Add community projects by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/3932 * chore(SDK): update Cohere model list to current live models by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3931 * chore(docker): run all containers as non-root user by @endoze in https://github.com/Agenta-AI/agenta/pull/3899 ## New Contributors * @endoze made their first contribution in https://github.com/Agenta-AI/agenta/pull/3899 **Full Changelog**: https://gitLow3/6/2026
v0.92.0## What's Changed * [feat] Extend `loadables` by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/3811 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.91.0...v0.92.0Low3/6/2026
v0.91.0## What's Changed * fix(railway): ensure preview builds use monorepo SDK by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3921 * build(deps): bump immutable from 5.1.4 to 5.1.5 in /docs by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/3917 * build(deps): bump svgo from 3.3.2 to 3.3.3 in /docs by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/3918 * chore(sdk): update supported LLM model list by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3926 *Low3/6/2026
v0.90.3## What's Changed * docs: add end-to-end evaluation tutorial (RAG series) by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3914 * fix(frontend): fix onboarding API key generation in SDK/tracing flows by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3893 * [feat] Extend `webhooks` to support `github` triggers by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/3902 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.90.2...v0.90.3Low3/5/2026
v0.90.2## What's Changed * [release] v0.90.0 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3901 * feat(ee): 4x standard rate limits for hobby and pro plans by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3908 * [release] v0.90.1 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3903 * [Frontend] Fix playground run issue by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/3909 * Fix / rendered json not working properly by @bekossy in https://giLow3/4/2026
v0.90.1## What's Changed * [release] v0.90.0 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3901 * feat(ee): 4x standard rate limits for hobby and pro plans by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3908 * [Frontend] Fix playground run issue by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/3909 * fix(frontend): restore Rendered JSON newline decoding in trace viewers by @bekossy in https://github.com/Agenta-AI/agenta/pull/3905 * Revert "fix(frontend): reLow3/4/2026
v0.90.0## What's Changed * [release] v0.89.0 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3894 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3900 * fix(railway): restore redis persistence in preview deployments by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3898 * [Frontend fix] Editor fixes for large json data by @ardaerzin in https://github.com/Agenta-AI/agenta/pull/3875 **Full Changelog**: https://githLow3/4/2026
v0.89.0## What's Changed * [feat] Add `events` and `webhooks` by @ashrafchowdury and @junaway in https://github.com/Agenta-AI/agenta/pull/3632 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.88.0...v0.89.0Low3/3/2026
v0.88.0## What's Changed * [feat] Extend `queues` by @mmabrouk and @junaway in https://github.com/Agenta-AI/agenta/pull/3814 * fix(ci): stop docs CI from creating daily phantom PRs by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3886 * docs: add endoze as a contributor for infra, doc, and infra by @allcontributors[bot] in https://github.com/Agenta-AI/agenta/pull/3890 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.87.2...v0.88.0Low3/3/2026
v0.87.2## What's Changed * [release] v0.87.1 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3842 * [docs] Update API reference docs by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3854 * feat(SDK): expose __version__ in agenta package by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3850 * feat(docs): add top-level Integrations section to docs navbar by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3856 * feat(frontend): Export all traces wiLow3/2/2026
v0.87.1## What's Changed * fix(docs): resolve duplicate SEO title tags by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3841 * Fix/template substitution logic by @Vishesh-Paliwal in https://github.com/Agenta-AI/agenta/pull/3709 * ci(docs): add daily cron workflow to update API reference docs by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3848 * [3845] feat(observability): support lexicographic string range filters by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3846 * fiLow2/26/2026
v0.87.0## What's Changed * docs: add product update for AI prompt refinement by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3836 * [3832] chore(api): add canonical non-preview mounts and hide preview aliases by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3834 * [feat] Add gateway tools by @junaway in https://github.com/Agenta-AI/agenta/pull/3786 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.86.8...v0.87.0Low2/26/2026
v0.86.8## What's Changed * [fix] Add subdomain blocking by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/3813 * fix(sdk): sandbox jinja2 evaluator template rendering by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3819 * docs(api): update OpenAPI spec from production by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3815 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.86.7...v0.86.8Low2/25/2026
v0.86.7## What's Changed * ci(railway): add Railway OSS deployment framework and preview environment CI by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3787 * [fix] Unlock billing and add more logs by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/3804 * [chore] Clean up`run.sh` and Add packs by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/3799 * chore(api): remove dead evaluator endpoints - Phase 1 by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3800 * chore(apLow2/23/2026
v0.86.6## What's Changed * [chore] Bump python dependencies by @junaway in https://github.com/Agenta-AI/agenta/pull/3796 * [fix] Extra changes related to corrupt SDK evals by @junaway in https://github.com/Agenta-AI/agenta/pull/3795 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.86.5...v0.86.6Low2/21/2026
v0.86.5## What's Changed * docs: RAG to Production tutorial series (Part 1) by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3782 * docs(roadmap): add trace usage limits to backlog by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3785 * feat(sdk): add missing LLM models for OpenAI and Anthropic by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3777 * chore(deps): bump ajv from 8.17.1 to 8.18.0 in /web by @dependabot[bot] in https://github.com/Agenta-AI/agenta/pull/3778 * fixLow2/20/2026
v0.86.3## What's Changed * [release] v0.86.2 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3763 * [fix] add localhost to agenta URLs by @jp-agenta in https://github.com/Agenta-AI/agenta/pull/3765 * feat(frontend): migrate evaluator run invocation by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3577 * feat(frontend): migrate evaluator playground to workflow evaluators by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3767 * [chore] evaluator playground migratioLow2/17/2026
v0.86.2## What's Changed * [release] v0.86.1 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3761 * [fix] resolve minor api and sdk test fixes by @junaway in https://github.com/Agenta-AI/agenta/pull/3762 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.86.1...v0.86.2Low2/15/2026
v0.86.1## What's Changed * [release] v0.86.0 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3760 * [chore] Improve gh images by @junaway in https://github.com/Agenta-AI/agenta/pull/3742 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.86.0...v0.86.1Low2/15/2026
v0.86.0## What's Changed * feat(frontend): Refine Prompt modal โ€” AI-powered prompt refinement UI by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3698 * feat(api): AI services backend โ€” refine prompt tool call by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3687 **Full Changelog**: https://github.com/Agenta-AI/agenta/compare/v0.85.6...v0.86.0Low2/15/2026
v0.85.6## What's Changed * [release] v0.85.5 by @github-actions[bot] in https://github.com/Agenta-AI/agenta/pull/3746 * fix(api): Add /variants/configs/fetch to CORE_FAST rate limit category by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3748 * feat(api): prefer x-agenta-flags for evaluation chat detection by @mmabrouk in https://github.com/Agenta-AI/agenta/pull/3623 * feat(frontend): prefer x-agenta.flags.is_chat for chat variant detection by @mmabrouk in https://github.com/Agenta-AI/ageLow2/15/2026
v0.85.5## What's Changed * [fix] Remove tenant isolation bypasses by @junaway in https://github.com/Agenta-AI/agenta/pull/3747 * [fix] Patch Azure requests in SDK by @junaway in https://github.com/Agenta-AI/agenta/pull/3743 * [fix] Add explicit `include_archived` flags in legacy adapters by @junaway in https://github.com/Agenta-AI/agenta/pull/3744 * [chore] Add testing back by @junaway in https://github.com/Agenta-AI/agenta/pull/3701 **Full Changelog**: https://github.com/Agenta-AI/agenta/compLow2/13/2026

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