Community
PRISM is shaped by a community of platform engineers, ML infrastructure leads, and AI application developers. Join the conversation and help define what simulation-driven pipeline development looks like.
1,847
Discord members
3,210
GitHub stars
64
Open contributors
12
Community meetups
Channels
Three primary surfaces for connecting with the PRISM team and the broader community of engineers building AI pipelines at scale.
discord.gg/prism
Real-time conversations with the PRISM team and 1,800+ engineers building on AI pipelines. Office hours every Thursday.
1,847
members
github.com/prism
Open-source CLI, integrations, and example pipelines. File issues, request features, or contribute calibration models.
3,210
stars
@getprism
Product updates, benchmark drops, and the occasional thread on what we learned simulating production AI systems.
6,420
followers
Programs
A program for engineers who actively help others adopt simulation-driven pipeline development. Champions get early access to features, direct lines to product, and quarterly summits.
Our behavioral models for OpenAI, Anthropic, and open-source providers are published in a public repo. Submit benchmarks from your own workloads to improve accuracy for everyone.
Weekly 60-minute sessions with PRISM engineers. Bring your pipeline, get live feedback on simulation results, and learn what other teams are building.
We partner with academic and industry research teams studying AI system reliability. If your work touches LLM evaluation, observability, or cost modeling, we want to talk.
Events
Workshops, office hours, and meetups — virtual and in-person. All free, all open to the community.
Pipeline patterns: routing and fallbacks
Office hours — Discord — voice stage
Simulating high-traffic agentic systems
Workshop — Virtual — registration required
PRISM SF — AI infrastructure night
Meetup — San Francisco, CA
Pre-deployment validation for LLM pipelines
Conference talk — AI Engineer Summit — New York
Resources
Pipeline recipes contributed by the community — RAG, agents, multi-step workflows.
Conversations with engineering leaders on testing and operating production AI systems.
How teams at production scale use PRISM to validate pipelines before they ship.
Monthly digest of community projects, benchmarks, and product updates.
Get involved
Introduce yourself in #intros on Discord, share what you're building, and we'll help you find the right people. No pitches required.
Contributor Covenant 2.1
Within 24 hours on Discord
English, translations welcome
Active from UTC-8 to UTC+9