Northbound AI Summit 2026

Prompt injection is no longer a party trick — it is a production security class with real incidents, and most mitigations teams reach for first do not survive contact with an attacker. This deep dive works through the attack taxonomy as it…

Bring a laptop, leave with a model. In 90 minutes we take a 3B-parameter open model from base weights to a fine-tune that beats a model ten times its size on one specific task — classifying and routing support conversations. The workshop c…

You cannot fix what you cannot see, and most LLM apps ship blind. This workshop builds the observability stack for an AI application from first principles: structured traces for every model call and tool invocation, cost and latency attribu…

Parsing model output with regexes is how you end up debugging production at midnight. Constrained decoding and schema-first output turned our flakiest integration surface into the most boring one, and this talk covers how to get there at sc…

A conference program is a database with an audience, so treat it like one. In this workshop we ship a complete conference site in a day: program data in, a fast public site out — sessions catalog, speaker directory, schedule grid, and calen…