conductor vs spring-ai
conductor and spring-ai share 16 technologies: jedis, PostgreSQL, com.pgvector:pgvector, io.pinecone:pinecone-client, MongoDB, sts, Model Context Protocol, spring-ai-bedrock-converse, spring-ai-client-chat, spring-ai-mistral-ai, spring-ai-ollama, software.amazon.awssdk:bedrockagentruntime, org.apache.pdfbox:pdfbox, Spring, com.networknt:json-schema-validator, and io.micrometer:micrometer-core. Both are written in Java.
LinkedInWhat they share and what sets them apart
conductor-oss
conductor
Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents
Java32.5kRead on November 14, 2026, at commit 1d268e4What is conductor built with?Only in conductor
- org.springframework.boot:spring-boot-starter-web
- aws-java-sdk-sqs
- java-nats-streaming
- jnats
- kafka-clients
- mysql:mysql-connector-java
- org.elasticsearch.client:elasticsearch-rest-client
- org.mongodb:bson
- redis-java
- redisson
s3
- spring-boot-flyway
- sqlite-jdbc
- Redis
- DataStax
- Flyway
- Postgres
- com.github.ben-manes.caffeine:caffeine
- org.apache.commons:commons-pool2
- com.zaxxer:HikariCP
- io.orkes.queues:orkes-conductor-queues
- RabbitMQ
- software.amazon.awssdk:sqs
- MySQL
- org.springframework.boot:spring-boot-starter-jdbc
- SQLite
- Elasticsearch
- Kafka
AWS S3- Google Cloud Storage
- graal-sdk
- grpc-services
- tomcat-embed-core
- truffle-runtime
- org.graalvm.polyglot:polyglot
- React
- React Router
- react-router-use-location-state
- Vite
react-router-dom
mkdocs-material
- com.google.auth:google-auth-library-oauth2-http
- org.springframework.security:spring-security-core
- org.springframework.ai:spring-ai-model
- jsoup
- tika-core
- com.vladsch.flexmark:flexmark-all
- com.github.jknack:handlebars
- bval-jsr
- log4j-slf4j-impl
- logback-classic
- micrometer-registry-azure-monitor
- micrometer-registry-cloudwatch2
- micrometer-registry-prometheus
- org.springframework.boot:spring-boot-starter-actuator
- spring-boot-opentelemetry
- spring-boot-starter-log4j2
- org.slf4j:slf4j-api
- org.apache.logging.log4j:log4j-api
- com.netflix.runtime:health-api
- org.apache.logging.log4j:log4j-core
- @mui/system
- classnames
- MUI
reaflow
monaco-editor
- React Hook Form
- react-hotkeys-hook
jsonforms
@dnd-kit/core
react-data-table-component
recharts
use-gesture
- react-container-query
- monaco-languages-jq
- react-datepicker
- react-highlight
- react-number-format
- react-player
- react-vis-timeline
- TanStack
- @phosphor-icons/react
- @mui/icons-material
- react-markdown
remark-gfm
prismjs
- dom-to-image
highlight.js
@hookform/resolvers
- yup
- Ajv
- ajv-errors
- ajv-formats
- cron-validate
- @material-ui/styles
- material-ui
- Formik
dagre-d3
- orkes-workflow-visualizer
- react-vis-timeline-2
- D3
- react-cron-generator
- react-resize-detector
- @material-ui/icons
- prop-types
In common
- jedis
- PostgreSQL
- com.pgvector:pgvector
- io.pinecone:pinecone-client
- MongoDB
- sts
- Model Context Protocol
- spring-ai-bedrock-converse
- spring-ai-client-chat
- spring-ai-mistral-ai
- spring-ai-ollama
- software.amazon.awssdk:bedrockagentruntime
- org.apache.pdfbox:pdfbox
- Spring
- com.networknt:json-schema-validator
- io.micrometer:micrometer-core
spring-projects
spring-ai
An Application Framework for AI Engineering
Java9.6kRead on November 14, 2026, at commit 98cbc4fWhat is spring-ai built with?Only in spring-ai
- apache-client
- java-driver-query-builder
- MariaDB
- ojdbc11
- org.mongodb:mongodb-driver-sync
- org.springframework.boot:spring-boot-jdbc
- s3vectors
- spring-boot-data-redis
- spring-boot-starter-data-mongodb
- spring-boot-starter-data-redis
- spring-boot-starter-mongodb
- Neo4j
- Qdrant
- Couchbase
- org.typesense:typesense-java
- org.jetbrains.kotlin:kotlin-stdlib
- org.springframework.boot:spring-boot-autoconfigure
- jakarta.servlet:jakarta.servlet-api
- org.springframework:spring-orm
- spring-data-mongodb
- spring-data-neo4j
- software.amazon.awssdk:auth
- com.azure:azure-identity
- onnxruntime
- pytorch-engine
- spring-ai-deepseek
- spring-ai-milvus-store
- spring-ai-openai
- spring-ai-retry
- spring-ai-starter-model-anthropic
- spring-ai-starter-model-deepseek
- spring-ai-starter-model-ollama
- spring-ai-starter-model-openai
- spring-ai-starter-model-stability-ai
- software.amazon.awssdk:bedrockruntime
- ai.djl.huggingface:tokenizers
- ai.djl:api
- Apache
- spring-ai-markdown-document-reader
- spring-ai-pdf-document-reader
- spring-ai-tika-document-reader
- org.apache.tika:tika-core
- org.commonmark:commonmark
- org.jsoup:jsoup
- com.github.victools:jsonschema-generator
- com.github.victools:jsonschema-module-jackson
- com.github.victools:jsonschema-module-swagger-2
- jakarta.validation:jakarta.validation-api
- io.micrometer:micrometer-observation
- software.amazon.awssdk:regions
- io.micrometer:micrometer-tracing
Side by side
conductorspring-ai
SizeLines written by people and agents, without generated ones; code files, without tests.
conductor570,276 lines written2,315 code files
spring-ai504,048 lines written1,629 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
conductor2.1% of its commits signed by AIWith Claude Code and Cursor
spring-ai0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
conductorLast push November 14, 20264,769 commits32,471 stars
spring-aiLast push November 13, 20264,346 commits9,647 stars
TestsThe files that test the code, and the share of code files a test imports.
conductor712 test files34.5% of its code files have a test that imports them
spring-ai1,185 test files65.3% of its code files have a test that imports them
Frequently asked questions
Which is bigger, conductor or spring-ai?
conductor, with 570,276 lines written; spring-ai has 504,048.
Which has more GitHub stars, conductor or spring-ai?
conductor, with 32,471 stars; spring-ai has 9,647.
The proof: conductor-oss/conductor on GitHub
Which has more tests, conductor or spring-ai?
spring-ai, with 1,185 test files; conductor has 712.
The proof: spring-projects/spring-ai's code at commit 98cbc4f
Which was updated more recently, conductor or spring-ai?
conductor: its last push was on November 14, 2026, and spring-ai's on November 13, 2026.
The proof: conductor-oss/conductor's commits on GitHub
Which has more commits signed by AI, conductor or spring-ai?
conductor: an AI signed 2.1% of its commits, with Claude Code and Cursor.
The proof: the commits each tool signed in conductor-oss/conductor
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