Item detail
github.com

ax-llm/ax

ax-llm/ax is a framework that RepoRadar is tracking in its LLM App Framework section, currently rated Gold tier with a 'try now' verdict. Its strongest signal is workflow potential, scored 9.7 out of 10.

Score8.6
Popularity8.4
Riskconditional
TierGold
Score breakdown
Usefulness9.0
Novelty8.0
Momentum8.0
Maturity6.9
Open-source/build8.4
Evidence7.2
Workflow potential9.7
Setup ease6.4

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for TypeScript and polyglot teams that want the DSPy declarative LLM pattern without giving up the broader language ecosystem they already use.

Who should use it

TypeScript and Node teams building production LLM apps polyglot engineering orgs sharing one LLM layer across services DSPy fans who need a typed, optimizable framework outside Python platform engineers wiring signature-driven agents into Java, Go, or Rust backends

Who should skip it

Skip ax-llm/ax unless the captured evidence suggests it solves a problem you are actively working on.

About this signal

ax-llm/ax is tracked by RepoRadar as a framework in the LLM App Framework section. First seen 2026-06-21; the source record was last checked on 2026-06-21. The current verdict is 'try now' with a Gold tier and moderate setup difficulty. Across RepoRadar's eight signals, ax-llm/ax is strongest on workflow potential (9.7) and practical usefulness (9.0) and weakest on setup ease (6.4) — a profile worth weighing against your own priorities. This page summarizes the public evidence on the linked source page and states where additional review is still needed.

How this item is evaluated

The ax-llm/ax record combines a 8.6/10 composite score with separate popularity (8.4), risk (conditional), and setup (moderate) signals. See the scoring methodology for the current weights and evidence definitions.

Putting this into practice? Read How to evaluate an AI tool before you adopt it for the checklist behind this score.

Risk explanation

It routes prompts and tool calls to whichever LLM provider you configure, so review credential storage, model choice, and data-handling rules before using it on private data.

Evidence links
Closest alternatives / related signals
dspy typescript llm-framework agents code-generation
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-09-27T21:37:36Z.

No editorial or hands-on review is claimed. This record remains at Discovered.

Verification sources

Longitudinal intelligence

How this decision record is moving

Raw history JSON →

77 dated snapshots retained from 2026-06-21 through 2026-09-27; see the snapshot index for explicit coverage gaps. Stars, version, release, pricing, integration, risk, maintenance, verdict, score, and momentum fields remain explicit even when a source has not reported them. Repository momentum is a normalized 0–10 RepoRadar signal; GitHub stars appear only where the popularity monitor retained exact timestamped observations.

RepoRadar score8.6 current · +0.0 net
Repository momentum9.3 current · +1.3 net
GitHub stars (observed)2,946 current · +130 net
GitHub stars2,946 exact observation
Version24.0.23
Last release2026-09-25T22:17:08Z
MaintenanceActive
Current riskConditional
Current verdictTry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineAnthropic, Claude, Google Gemini, Ollama, OpenAI

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-09-278.69.32,946ConditionalTry nowActive
2026-09-268.68.52,945ConditionalTry nowActive
2026-09-258.69.32,946ConditionalTry nowActive
2026-09-248.68.52,945ConditionalTry nowActive
2026-09-238.69.32,946ConditionalTry nowActive
2026-09-228.69.02,943ConditionalTry nowActive
2026-09-218.69.02,940ConditionalTry nowActive
2026-09-208.69.02,927ConditionalTry nowActive
2026-09-198.69.02,927ConditionalTry nowActive
2026-09-178.69.02,924ConditionalTry nowActive
2026-09-158.69.32,924ConditionalTry nowActive
2026-09-138.69.02,915ConditionalTry nowActive

Why the record changed

Stars change

Stars changed: 2945 → 2946.

Stars change

Stars changed: 2946 → 2945.

Version change

Version changed: 24.0.21 → 24.0.23.

Stars change

Stars changed: 2945 → 2946.

Stars change

Stars changed: 2946 → 2945.

Stars change

Stars changed: 2943 → 2946.

Version change

Version changed: 24.0.20 → 24.0.21.

Stars change

Stars changed: 2940 → 2943.

Stars change

Stars changed: 2928 → 2940.

Stars change

Stars changed: 2927 → 2928.

Stars change

Stars changed: 2926 → 2927.

Stars change

Stars changed: 2924 → 2926.