# Infrastructure Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/infrastructure
> Markdown URL: https://aitinkerers.org/technologies/infrastructure.md
> Technology record last updated: 2026-05-25T21:47:05Z
> Generated: 2026-09-20T20:45:42Z

The open-source standard for deploying and orchestrating highly scalable private and public cloud infrastructure.

OpenStack serves as the digital backbone for modern enterprises, managing more than 40 million compute cores globally to run critical workloads without vendor lock-in. The platform integrates a modular suite of tools (including Nova for compute, Neutron for networking, and Swift for object storage) to turn bare metal and virtualized hardware into automated, API-driven cloud environments. By giving infrastructure teams direct control over their physical resources, it bridges the gap between high-performance hardware and flexible, developer-friendly cloud portals.

- Official technology site: https://www.openstack.org
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [From Cold Email to Trusted Conversation: How AI Agents Turn Outreach into Revenue](https://seattle.aitinkerers.org/talks/rsvp_Z5K4dyJQ7rE)

This talk covers the architecture of an AI-driven outbound system designed to create highly personalized B2B outreach at scale. I will walk through the design of two agent systems — IRIS, a hyper-personalized email generation engine, and Hermes, a social-channel warming system that leverages the psychological mere exposure effect to increase response rates. IRIS uses Firecrawl to extract structured information from target company websites, Perplexity for real-time research enrichment, and an LLM pipeline that synthesizes this context into personalized outreach messages rendered through React Email templates. The result is emails that read as if they were written by a human founder after researching the company. Hermes operates as a GUI-driven agent that manages warm-up sequences on social platforms, creating lightweight touchpoints before direct outreach. Together, these agents form a two-channel system designed to increase outbound effectiveness in trust-sensitive industries like healthcare. I will walk through the system architecture, data flow, and agent orchestration, including how contextual data is collected, synthesized, and translated into human-like messaging. I will also share early performance results showing how research-driven outreach can significantly outperform traditional cold email strategies.

- Event context: AI Tinkerers Seattle: GTM Track — March — 2026-03-26 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_Z5K4dyJQ7rE

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- [Perplexity API](https://aitinkerers.org/technologies/perplexity-api) ([Markdown](https://aitinkerers.org/technologies/perplexity-api.md)) — 3 public demos
- [React Email](https://aitinkerers.org/technologies/react-email) ([Markdown](https://aitinkerers.org/technologies/react-email.md)) — 1 public demo
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