Agents in Production: DevTools demo night

AI agents are writing code, taking support calls, running workflows inside internal tools, acting on behalf of users across the products your customers already live in. Getting an agent to work in a demo is the easy part. Getting it to hold up in production at scale with real users and real edge cases is where most teams actually get stuck.

That's true whether the hard part for you is infra, product design, workflow, trust, cost, or something nobody's named yet.

If you've shipped something that solves a real "demo to production" problem for agents, this is a room full of the people who'd actually use it. If you're building agents internally, this is where you see what's working elsewhere, and meet the people solving problems you haven't hit yet.

Fireside chat:

**Matt Biilmann****, CEO of Netlify, in conversation with Ravi (Scalekit) **on agent runners - the infrastructure for running and managing AI agents in production. Ravi sits down with Matt to talk through why now, what changes for developers, and what "production-ready" actually means when the thing you're running is an agent, not a script.

Speakers & demos

1. Scalekit** **is the auth and actions infra for AI developers. Devs/agent builders use the SDK to let agents act on behalf of users with per-user token lifecycle, scoped permissions, and tool-calling that holds up in production.
2. Melanie Warrick from Temporal on agents and durability.
3. Izzy Hurley from Braintrust on actively applying intelligence to agent traces and automatically surfacing critical patterns to ship quality agents at scale.
4. Dhwani Trivedi from Vapi
5. Arvind Murali Mohan from Realmlabs.ai on how long-horizon agent tasks fail in subtle ways, including fabricated commitments, confidently wrong answers, and gradual topic drift; showing how reading a model’s internal thought patterns through deep neural inspection makes these failures observable and controllable in real time.

Agenda

5:30 – 6:00 PM: Arrival, check-in, and networking6:00 – 7:30 PM: Fireside & Demos

Who this is for

• Founders building anything agentic (infra, tooling, or the agent itself)
• Technical teams shipping agents
• AI/ML engineers and technical product managers

Format

• Live demos from teams who've shipped.
• 10 minutes each with Q&A
• Followed by open networking.

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***About us: ***Scalekit is the connectivity layer between AI agents and enterprise apps - SaaS apps, APIs, MCP servers. Agent builders use our SDK to let agents act on behalf of users with per-user token lifecycle, scoped permissions, and tool-calling that holds up in production.