1. Stop Guessing Your vLLM Config: Benchmarking LLMs on Runpod - Chris Vela, Runpod Most teams spin up a new open model with the default vLLM recipe and hope for the best. Runpod forward-deployed engineer Chris Vela shows how to choose configs from data instead, s 10/28 17:00 ♡
2. Who Is Making This Request? Agent Auth 101 - Kamil Potrec, Keycard When an agent sends an invoice using your token, who actually made the request? Kamil Potrec of Keycard breaks down how agents get credentials today (personal tokens, static keys, 10/28 16:00 ♡
3. Exploits Now Beat Patches: Open Source Security in the AI Era - Patrick Smyth, Chainguard Frontier AI has made every attacker a level more dangerous, and on average, exploits now land before the patch. Patrick Smyth of Chainguard covers this year's AI-assisted attacks a 10/28 15:00 ♡
4. We Kept Rebuilding Our AI Agent. Here's What Survived - Fuad Ali, Arize AI Arize's in-product agent Alex went from a 2023 prototype that was "50% hallucination" to a single agent with planning, memory and on-demand skills, all built with custom harness co 10/28 07:00 ♡
5. Stop Giving Your Agent Tools. Give It a Sandbox - Mikyo King, Arize AI Classic tool-calling agents fill their context with tool catalogs and raw outputs. Code mode gives the agent a sandbox and lets it search for and compose tools in code, returning o 10/28 03:00 ♡
6. What a $900M Bank Error Teaches Us About AI Agents - John Feminella, Two Sigma In 2020, Citibank accidentally sent about $900 million to Revlon’s lenders instead of an $8 million interest payment, even though the procedure, the warning pop-up and three approv 10/27 23:00 ♡
7. Why Are We Still Governing AI Agents Like Software? - Tim Tyler, Gravitee Nobody would hire a worker with no ID, no manager and shared passwords, yet that's how most companies deploy AI agents. Tim Tyler of Gravitee presents the Agent Accountability fram 10/27 17:00 ♡
8. 300 Agents, 60 People: How We Secured Our Own AI Agents - Aiden Sochowski, Runlayer Runlayer is a company of about 60 people running 300+ agents every day. Founding engineer Aiden Sochowski shares what they found once they put a gateway in front of everything and 10/27 16:00 ♡
9. How a Trading Firm Ships New AI Models the Same Day - Noyan Tokgozoglu, Optiver At Optiver, a change rolled out to traders shows up in P&L within hours, so AI has to move fast and still be measurable. Noyan Tokgozoglu, head of AI Engineering, walks through Opt 10/27 15:00 ♡
10. Agents That Self Improve While You Sleep - Fuad Ali, Arize AI In this workshop, Fuad Ali of Arize AI shows how to build a self-improvement loop for AI agents: trace everything, let Signal (an always-on agent) read your traces on a schedule an 10/27 07:00 ♡
