--- title: "dbos-transact-py vs dbos-transact-ts" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/dbos-inc-dbos-transact-py-vs-dbos-inc-dbos-transact-ts" tools: ["dbos-inc-dbos-transact-py", "dbos-inc-dbos-transact-ts"] --- # dbos-transact-py vs dbos-transact-ts *GraphCanon updated Sep 20, 2026* ## Verdict Pick dbos-transact-py if supports Python-based workflows and microservice orchestrations backed by PostgreSQL and SQLite databases for durable execution; pick dbos-transact-ts if dbos-transact-ts offers TypeScript-focused developers a Database-Backed Durable Workflows framework for orchestrating microservices with PostgreSQL. [dbos-transact-py](https://docs.dbos.dev) reports 1.6k GitHub stars, 95 forks, and 4 open issues, last pushed Sep 19, 2026. [dbos-transact-ts](https://docs.dbos.dev) has 1.4k stars, 93 forks, and 7 open issues, last pushed Sep 17, 2026. Figures are from public GitHub metadata via [dbos-transact-py's repository](https://github.com/dbos-inc/dbos-transact-py) and [dbos-transact-ts's repository](https://github.com/dbos-inc/dbos-transact-ts). | | [dbos-transact-py](/tools/dbos-inc-dbos-transact-py.md) | [dbos-transact-ts](/tools/dbos-inc-dbos-transact-ts.md) | | --- | --- | --- | | Tagline | Database-Backed Durable Python Workflows | Database-backed TypeScript workflows for durable execution and microservices orchestration | | Stars | 1,579 | 1,363 | | Forks | 95 | 93 | | Open issues | 4 | 7 | | Language | Python | TypeScript | | Adopt for | Supports Python-based workflows and microservice orchestrations backed by PostgreSQL and SQLite databases for durable execution. | dbos-transact-ts offers TypeScript-focused developers a Database-Backed Durable Workflows framework for orchestrating microservices with PostgreSQL. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Developer Tools | Developer Tools, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [dbos-transact-py](/tools/dbos-inc-dbos-transact-py.md) | [dbos-transact-ts](/tools/dbos-inc-dbos-transact-ts.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 4 | 7 | | Stars delta | +60 (30d) | +49 (30d) | | Open issues delta | -4 (30d) | +1 (30d) | | Full report | [trust report](/tools/dbos-inc-dbos-transact-py/trust.md) | [trust report](/tools/dbos-inc-dbos-transact-ts/trust.md) | ## Decision facts: dbos-transact-py - **Adopt for:** Supports Python-based workflows and microservice orchestrations backed by PostgreSQL and SQLite databases for durable execution. ## Decision facts: dbos-transact-ts - **Adopt for:** dbos-transact-ts offers TypeScript-focused developers a Database-Backed Durable Workflows framework for orchestrating microservices with PostgreSQL. ## Choose when ### Choose dbos-transact-py if… - dbos-transact-py is primarily Python; dbos-transact-ts is TypeScript. - Tags unique to dbos-transact-py: microservice-orchestration, sqlite. - For projects requiring database-backed reliable workflow executions in Python ### Choose dbos-transact-ts if… - dbos-transact-ts is primarily TypeScript; dbos-transact-py is Python. - Tags unique to dbos-transact-ts: durable-workflows, microservices-orchestration, typescript. - Also covers Evaluation & Observability. - You aim to develop workflows that require durable execution and are backed by a database, specifically PostgreSQL. ## When NOT to use dbos-transact-py - If your project uses a database other than PostgreSQL or SQLite - Projects needing non-Python script-based workflow orchestrations ## When NOT to use dbos-transact-ts - You require support or orchestration beyond PostgreSQL’s capabilities or need another database system. - If your project demands workflows written in languages other than TypeScript, dbos-transact-ts is not the right tool as it is specialized for TypeScript-based applications. ## Common questions ### What is the difference between dbos-transact-py and dbos-transact-ts? dbos-transact-py: Database-Backed Durable Python Workflows. dbos-transact-ts: Database-backed TypeScript workflows for durable execution and microservices orchestration. See the comparison table for live GitHub stats and shared categories. ### When should I choose dbos-transact-py over dbos-transact-ts? Choose dbos-transact-py over dbos-transact-ts when dbos-transact-py is primarily Python; dbos-transact-ts is TypeScript; Tags unique to dbos-transact-py: microservice-orchestration, sqlite; For projects requiring database-backed reliable workflow executions in Python. ### When should I choose dbos-transact-ts over dbos-transact-py? Choose dbos-transact-ts over dbos-transact-py when dbos-transact-ts is primarily TypeScript; dbos-transact-py is Python; Tags unique to dbos-transact-ts: durable-workflows, microservices-orchestration, typescript; Also covers Evaluation & Observability; You aim to develop workflows that require durable execution and are backed by a database, specifically PostgreSQL. ### When should I avoid dbos-transact-py? If your project uses a database other than PostgreSQL or SQLite Projects needing non-Python script-based workflow orchestrations ### When should I avoid dbos-transact-ts? You require support or orchestration beyond PostgreSQL’s capabilities or need another database system. If your project demands workflows written in languages other than TypeScript, dbos-transact-ts is not the right tool as it is specialized for TypeScript-based applications. ### Is dbos-transact-py or dbos-transact-ts more popular on GitHub? dbos-transact-py has more GitHub stars (1,579 vs 1,363). Stars measure visibility, not whether either tool fits your constraints. ### Are dbos-transact-py and dbos-transact-ts open source? Yes - both are open-source projects on GitHub (dbos-transact-py: MIT, dbos-transact-ts: MIT). ### Where can I find alternatives to dbos-transact-py or dbos-transact-ts? GraphCanon lists graph-backed alternatives at [dbos-transact-py alternatives](/tools/dbos-inc-dbos-transact-py/alternatives) and [dbos-transact-ts alternatives](/tools/dbos-inc-dbos-transact-ts/alternatives) ([dbos-transact-py markdown twin](/tools/dbos-inc-dbos-transact-py/alternatives.md), [dbos-transact-ts markdown twin](/tools/dbos-inc-dbos-transact-ts/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/dbos-inc-dbos-transact-py-vs-dbos-inc-dbos-transact-ts.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, dbos-transact-py or dbos-transact-ts? dbos-transact-py: Very active. dbos-transact-ts: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for dbos-transact-py and dbos-transact-ts? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [dbos-transact-py trust report](/tools/dbos-inc-dbos-transact-py/trust); [dbos-transact-ts trust report](/tools/dbos-inc-dbos-transact-ts/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=dbos-inc-dbos-transact-py`](/api/graphcanon/graph?tool=dbos-inc-dbos-transact-py) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_