* fix(aws): align cloudwatch, cloudformation, athena, codepipeline with live API docs - cloudwatch: fix list_metrics pagination (wasn't draining pages past 500), add MaxRecords cap validation to describe_alarms; add describe_alarm_history, filter_log_events, put_log_group_retention - cloudformation: fix get_template missing TemplateStage param, fix invalid ModuleTag in block metadata; add full stack lifecycle tools (create/update/delete/cancel_update_stack, create/describe/execute_change_set, get_template_summary) - athena: fix missing .trim() on query/named-query ID fields; add delete_named_query, batch_get_query_execution, list_databases, list_table_metadata - codepipeline: fix missing rollbackMetadata field in list_pipeline_executions response; add get_pipeline, list_action_executions, disable/enable_stage_transition * fix(aws): require template on cloudformation change-sets, bump route-count baseline - cloudformation create_change_set now rejects requests missing both templateBody and usePreviousTemplate, matching update_stack (Cursor Bugbot finding) - bump check:api-validation route-count baseline 906->917 to reflect the 19 new fully contract-bound routes added in this PR (0 boundary violations) * fix(aws): address Greptile round-1 review findings - cloudwatch describe_alarm_history: always request both MetricAlarm and CompositeAlarm types, even when alarmName is provided (was silently returning empty history for composite alarms queried by name) - cloudformation: add validateAwsRegion refinement to region field on the 7 new write-path contracts (update/delete/cancel-update-stack, create/describe/execute-change-set, get-template-summary), matching the pattern already used elsewhere - cloudformation: destroy the AWS SDK client in a finally block on the same 7 new write routes, matching the pattern used by every other new route in this PR * fix(aws/cloudformation): add missing region validation and client cleanup to create-stack - Add validateAwsRegion refinement to create-stack contract (completes P2 fix from Greptile review) - Wrap AWS SDK call in try/finally with client.destroy() (completes P2 fix from Greptile review) - Aligns create-stack with the pattern used across all 7 other new CloudFormation routes Co-authored-by: Waleed <waleedlatif1@users.noreply.github.com> * fix(aws): final validation pass — bound missing limits, close consistency gaps - cloudformation create_stack: add missing validateAwsRegion refine and client.destroy() finally block, matching sibling write routes - cloudwatch get_metric_statistics: cap statistics array at AWS's 5-item limit - cloudwatch get_log_events: cap limit at AWS's 10,000-record max - athena batch_get_query_execution: surface engineExecutionTimeInMillis/queryPlanningTimeInMillis/queryQueueTimeInMillis, matching the sibling get_query_execution tool's Statistics mapping * fix(aws/athena): destroy AWS SDK client on the 4 new athena routes Cursor Bugbot finding: batch_get_query_execution, delete_named_query, list_databases, and list_table_metadata created an AthenaClient but never called client.destroy(), unlike every other new route in this PR. Wrapped each in try/finally to match. * fix(aws/athena): add validateAwsRegion refinement to the 4 new contracts Greptile finding: delete_named_query, batch_get_query_execution, list_databases, and list_table_metadata accepted any non-empty string for region, unlike every other new contract in this PR. --------- Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Waleed <waleedlatif1@users.noreply.github.com>
A workspace to build, deploy and manage AI agents and workflows.
Quickstart
Cloud-hosted: sim.ai
Self-hosted
npx simstudio
Docker must be installed and running. Use -p, --port <port> to run Sim on a different port, or --no-pull to skip pulling the latest Docker images.
Capabilities
- Connect 1,000+ integrations and every major LLM
- Add Slack, Notion, HubSpot, Salesforce, databases, and more
- Build agents visually, conversationally, or with code
- Ingest files, knowledge bases, and structured table data
- Monitor runs, logs, schedules, and workflow activity
One workspace, every surface
Chat and workflows are just the start — tables, files, knowledge, and scheduled tasks all live in the same workspace.
Tables — a database, built in |
Files — one store for your team and every agent |
Knowledge — your agents' memory |
Scheduled tasks — runs on your schedule |
Self-hosting
Docker Compose
git clone https://github.com/simstudioai/sim.git && cd sim
docker compose -f docker-compose.prod.yml up -d
Sim also supports local models via Ollama and vLLM. See the Docker self-hosting docs for setup details.
Manual Setup
Requirements: Bun, Node.js v20+, PostgreSQL 12+ with pgvector
- Clone and install:
git clone https://github.com/simstudioai/sim.git
cd sim
bun install
bun run prepare # Set up pre-commit hooks
- Set up PostgreSQL with pgvector:
docker run --name simstudio-db -e POSTGRES_PASSWORD=your_password -e POSTGRES_DB=simstudio -p 5432:5432 -d pgvector/pgvector:pg17
Or install manually via the pgvector guide.
- Configure environment:
cp apps/sim/.env.example apps/sim/.env
# Create your secrets
perl -i -pe "s/your_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_internal_api_secret/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_api_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
# DB configs for migration
cp packages/db/.env.example packages/db/.env
# Edit both .env files to set DATABASE_URL="postgresql://postgres:your_password@localhost:5432/simstudio"
- Run migrations:
cd packages/db && bun run db:migrate
- Start development servers:
bun run dev:full # Starts Next.js app and realtime socket server
Or run separately: bun run dev (Next.js) and cd apps/sim && bun run dev:sockets (realtime).
Chat API Keys
Chat is a Sim-managed service. To use Chat on a self-hosted instance:
- Go to https://sim.ai → Settings → Chat keys and generate a Chat API key
- Set
COPILOT_API_KEYenvironment variable in your self-hosted apps/sim/.env file to that value
Environment Variables
See the environment variables reference for the full list, or apps/sim/.env.example for defaults.
Tech Stack
Next.js · Bun · PostgreSQL · Drizzle · Better Auth · Tailwind — and the rest of the stack
- Framework: Next.js (App Router)
- Runtime: Bun
- Database: PostgreSQL with Drizzle ORM
- Authentication: Better Auth
- Schema Validation: Zod
- UI: Shadcn, Tailwind CSS
- Streaming Markdown: Streamdown
- State Management: Zustand, TanStack Query
- Flow Editor: ReactFlow
- Docs: Fumadocs
- Monorepo: Turborepo
- Realtime: Socket.io
- Background Jobs: Trigger.dev
- Remote Code Execution: E2B
- Isolated Code Execution: isolated-vm
Contributing
We welcome contributions! Please see our Contributing Guide for details.
License
This project is licensed under the Apache License 2.0 - see the LICENSE file for details.





