ax-llm / ax
The pretty much "official" DSPy framework for Typescript
- Stars
- 2,979 stars
- Forks
- 202 forks
- Language
- TypeScript
- License
- APACHE-2.0
- Created
- Feb 23, 2023
- Last push
- Nov 12, 2026
- Updated
- Nov 12, 2026
Why these Tags: an agent read the README and quoted it
- Agent framework from the readme:
**Agents** with runtime execution, context budgets, checkpoints, action-log replay, discovery, memory, skills, and delegation.
- Structured output from the readme:
**Signatures** for typed structured generation: string DSL, fluent `f()` builder, or any **Standard Schema v1** validator — Zod, Valibot, ArkType.
- Prompt tooling from the readme:
**Optimizers** including GEPA, few-shot bootstrapping, portable optimizer artifacts, and evaluation/apply flows.
An agent gave these Tags from the fixed Tag list in the AwesomeRepos source code. A code check kept each Tag only when its quote is in the text. A wrong Tag? Report an error with the form at the end of this page.
Admitted to the Repository Index on Nov 11, 2026: 2,979 stars on 2026-11-11.
Star History
189 days recorded, May 8, 2026 – Nov 12, 2026 (UTC). Net change +370 stars.
The star count of each day is the latest count minus the net stars of the later days.
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Star History chart
[](https://awesomerepos.com/ax-llm/ax) Badge
[](https://awesomerepos.com/ax-llm/ax) Timeline
It gained stars on 135 of the 189 days recorded since May 8, 2026.
Its largest 7 days were May 24, 2026 to May 30, 2026: 84 stars.
In the 30 days to Nov 12, 2026 it got 17 stars, 67% fewer than in the 30 days before.
It had 2,609 stars before May 8, 2026 and has 2,979 stars now: 2,021 fewer than 5,000.
- Created on the Repository Host
- Largest star day recorded: +44 stars
- +24 stars in one day
- +19 stars in one day
- Release 25.4.6
- Release 25.4.7
- Release 25.4.8
- Release 25.4.9
- Entered the Repository Index: 2,979 stars on 2026-11-11
- Release 25.4.10
- Latest push
The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.
Forks and pushes
From 2 Observations, Nov 12, 2026 – Nov 13, 2026. Forks +1. AwesomeRepos saw a new push on 1 of 1 days.
- Nov 13, 2026: new push
A filled day: the last push time changed since the Observation before it.
Health facts
Measured facts in four separate dimensions, each with a date and a source. AwesomeRepos does not add them into one score. AwesomeRepos reads the weekly commits, the changelog, and the community files each week for the 5,000 visible repositories with the most stars and for each rising repository. How AwesomeRepos defines each check
Maintenance
2 of 4 checks (2 without data)-
Yes: Not archived
GitHub does not mark the repository as archived. Source
-
Yes: A push in the last 90 days
Last push on 2026-11-12, 0 days ago. Source
-
No data: Commits in the last 13 weeks
No data: AwesomeRepos has not read the weekly commits.
-
No data: Commits in 26 or more of the last 52 weeks
No data: AwesomeRepos has not read the weekly commits.
Releases
2 of 3 checks (1 without data)-
Yes: A release in the last 365 days
Newest release 25.4.10 on 2026-11-12, 0 days ago. 10 or more releases in the last 365 days. Source
-
Yes: The newest release tag is a semantic version
The newest release tag is 25.4.10. Source
-
No data: A changelog file at the root
No data: AwesomeRepos has not scanned this repository.
Security practice
0 of 1 check (1 without data)-
No data: A security policy
No data: AwesomeRepos has not scanned this repository.
AwesomeRepos has not asked OpenSSF Scorecard about this repository.
Community files
1 of 3 checks (2 without data)-
Yes: A licence
GitHub finds the licence APACHE-2.0. Source
-
No data: A contributing guide
No data: AwesomeRepos has not scanned this repository.
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No data: A code of conduct
No data: AwesomeRepos has not scanned this repository.
Dependencies in the index
This section shows the packages that connect this repository to other repositories in the index.
The GitHub dependency graph of this repository names 380 direct packages (scanned on Nov 13, 2026). Packages from 49 other repositories in the index are among them.
2 scanned repositories name a package from this repository.
Uses (in the index) · 49
- microsoft/TypeScript 112K
npm: @typescript/typescript-aix-ppc64, @typescript/typescript-darwin-arm64, @typescript/typescript-darwin-x64, @typescript/typescript-freebsd-arm64 and 18 more
-
npm: @modelcontextprotocol/server-everything
-
npm: mermaid
- vitejs/vite 84K
npm: vite
-
npm: @types/better-sqlite3, @types/node, @types/react, @types/trusted-types and 1 more
- colinhacks/zod 44K
npm: zod
- evanw/esbuild 40K
npm: @esbuild/aix-ppc64, @esbuild/android-arm, @esbuild/android-arm64, @esbuild/android-x64 and 22 more
- tokio-rs/tokio 34K
Cargo: tokio
- vercel/ai 28K
npm: @ai-sdk/provider, @ai-sdk/provider-utils, ai
- biomejs/biome 26K
npm: @biomejs/biome, @biomejs/cli-darwin-arm64, @biomejs/cli-darwin-x64, @biomejs/cli-linux-arm64 and 5 more
Show all 49
- websockets/ws 23K
npm: ws
-
npm: @vitest/coverage-v8, vitest
- hyperium/hyper 16K
Cargo: hyper
-
npm: @rolldown/binding-android-arm-eabi, @rolldown/binding-android-arm64, @rolldown/binding-darwin-arm64, @rolldown/binding-darwin-x64 and 11 more
- mishoo/UglifyJS 13K
npm: uglify-js
-
Cargo: windows-link, windows-sys, windows-targets, windows_aarch64_gnullvm and 7 more
-
npm: tsx
-
Cargo: reqwest
- serde-rs/serde 11K
Cargo: serde, serde_core, serde_derive
-
Cargo: js-sys, wasm-bindgen, wasm-bindgen-futures, wasm-bindgen-macro and 3 more
-
npm: release-it
-
npm: lefthook, lefthook-darwin-arm64, lefthook-darwin-x64, lefthook-freebsd-arm64 and 7 more
-
GitHub Actions: actions/checkout
- TypeStrong/typedoc 8.5K
npm: typedoc
- rustls/rustls 7.8K
Cargo: rustls
-
npm: lightningcss-android-arm64, lightningcss-darwin-arm64, lightningcss-darwin-x64, lightningcss-freebsd-x64 and 7 more
-
npm: better-sqlite3
- dop251/goja 7.2K
Go: github.com/dop251/goja
- tokio-rs/mio 7.1K
Cargo: mio
-
Cargo: tracing, tracing-core
- rust-lang/futures-rs 5.9K
Cargo: futures-channel, futures-core, futures-io, futures-sink and 2 more
- serde-rs/json 5.7K
Cargo: serde_json
- dtolnay/thiserror 5.6K
Cargo: thiserror, thiserror-impl
- actions/cache 5.6K
GitHub Actions: actions/cache
- coder/websocket 5.6K
Go: github.com/coder/websocket
- Pagefind/pagefind 5.6K
npm: @pagefind/darwin-arm64, @pagefind/darwin-x64, @pagefind/freebsd-x64, @pagefind/linux-arm64 and 4 more
- quinn-rs/quinn 5.3K
Cargo: quinn, quinn-proto, quinn-udp
-
GitHub Actions: actions/github-script
-
GitHub Actions: actions/setup-node
- tower-rs/tower 4.4K
Cargo: tower, tower-layer, tower-service
- rolldown/tsdown 4.3K
npm: tsdown
- briansmith/ring 4.1K
Cargo: ring
- rust-lang/regex 4.1K
Cargo: regex, regex-automata, regex-syntax
-
PyPI: websocket-client
- aws/aws-sdk-js-v3 3.7K
npm: @aws-sdk/client-bedrock-runtime
-
npm: @opentelemetry/api, @opentelemetry/exporter-metrics-otlp-http, @opentelemetry/exporter-prometheus, @opentelemetry/exporter-trace-otlp-http and 4 more
- dtolnay/syn 3.5K
Cargo: syn
-
npm: google-auth-library
-
Cargo: hashbrown
Used by (in the index) · 2
- moeru-ai/airi 51K
npm: @ax-llm/ax
- dosco/graphjin 3.2K
Go: github.com/ax-llm/ax/packages/go
Sources: the GitHub dependency graph of each repository, and deps.dev for the source repository of each package (checked on Nov 3, 2026). A dependency graph also names development packages. deps.dev takes most source repositories from package metadata. How the dependency graph is made
Observations
Latest Observation, Nov 13, 2026: 2,979 stars, 202 forks, last push Nov 12, 2026, not archived. One of 2 Observations since Nov 12, 2026.