AAGI Scorecard

Build on existing tools

Open-source tools for paid client work

Ten upstream projects checked on 2026-10-01. Our comparison covers published features, repository licenses and recent push dates, not independent installation tests or paying customers.

Try local delivery checksScope a launch review
ProjectPublished capabilityLicense / last push UTCOur reuse decision
microsoft/playwrightBrowser journeys, screenshots and assertionsApache-2.0
2026-09-30
Use as the launch baseline; human journey review still required.
GoogleChrome/lighthousePerformance, SEO and accessibility auditsApache-2.0
2026-09-30
Optional complement; scores do not prove a working checkout.
dequelabs/axe-coreAutomated accessibility rulesMPL-2.0
2026-09-30
MPL file-level obligations and dependency terms; not full accessibility certification.
louislam/uptime-kumaHTTP, push and other availability signalsMIT
2026-09-30
Good monitoring base; a heartbeat cannot prove output integrity.
healthchecks/healthchecksScheduled-job pings and missing-run alertsBSD-3-Clause
2026-09-30
Pair with output reconciliation; install and alert ownership cost time.
SubtitleEdit/subtitleeditSubtitle editing and conversionMIT
2026-09-30
Prefer for human-reviewed delivery; optional online providers have separate terms.
openai/whisperSpeech recognition and translation into EnglishMIT
2026-08-31
Not arbitrary-language translation or dubbing; review errors and compute cost.
jianchang512/pyvideotransVideo translation, transcription and dubbingGPL-3.0
2026-09-30
GPL-3.0: distribution requires preserving applicable freedoms/source obligations; do not assume a closed-source fork.
Huanshere/VideoLingoTranscription, translation, segmentation and dubbing workflowApache-2.0
2026-09-27
Evaluate as a local pipeline; model/API/TTS costs and licenses remain separate.
n8n-io/n8nVisual workflows and AI integrationsSustainable Use / Enterprise
2026-09-30
Fair-code, Sustainable Use / enterprise terms; hosted resale needs a separately verified licensing path.

A recent push is not a security audit, release-quality guarantee or support commitment. Model weights, media, voice rights and dependencies need their own checks before reuse. No upstream code is bundled on this page.

What customers can actually buy

These are price hypotheses for readers designing their own services. AGI is not selling these services or taking orders. Existing membership covers its listed cloud workspaces, not engineering work or translation review.

Test before expanding

Pick one buyer segment and one package. Seek three settled pilot purchases, record all acquisition, review and rework time, and reconcile actual costs. Three orders are an operating gate, not proof of scale. Without buyer access, demand is still unknown.