The AI stack behind the Swedish Startup Company of the Year - LangChain Meetup
If you're a small team trying to ship faster than your headcount suggests, this one's for you.
Most teams have the tools. What they don't have is the wiring, the thing that carries a customer's problem all the way to production without someone manually retyping it into a ticket at three in the morning.
Brickanta built that wiring, and won Techarena's Startup Company of the Year 2026 doing it. This talk is the whole stack, unedited.
What we'll cover
Every customer call ends up as searchable knowledge in an LLM wiki. From there a discussion becomes a ticket, a ticket becomes code, and evals decide whether it ships. On the other end, LangSmith Engine maps production alerts back to traces and proposes the next improvement, which is what actually closes the loop.
We'll name every tool in the chain on the night, walk the handoffs one by one, and spend most of the time on the two hardest parts: deciding what's actually worth evaluating, and turning production alerts into improvements rather than dashboards nobody reads. Including the handoffs where context still leaks.
What you'll take away
A working architecture for getting customer signal into feature, shipping 10x your headcount
A practical view on what's worth evaluating and what isn't, from a team that got this wrong first
An honest account of which parts of this still need a human, and why
Who should attend
Engineers building LLM applications, plus technical founders and small teams. No LangChain or LangSmith experience needed; the concepts carry over regardless of your framework.
Agenda
17:30 — Doors open, drinks and mingle
18:00 — Opening remarks, Danilo Nobrega, Founding GTM, LangChain Nordics
18:15 — Keynote: Gustaf Gyllensporre, Founding AI Engineer, Brickanta
19:00 — Q&A
19:15 — Drinks, bites and mingle
20:30 — Close
About Brickanta
Brickanta builds the agentic OS for construction and real estate: bid review, risk analysis, change orders, procurement and contract work. Named Techarena's Startup Company of the Year 2026.
About LangChain
LangChain enables every company to own their intelligence. LangChain's open, model-agnostic harnesses give teams choice and control over how they build their agent architecture. LangSmith brings testing, deployment, and monitoring together so teams can continuously improve their agents, compound intelligence, and govern them at scale. More than 7,000 customers, including Nvidia, Bridgewater, LinkedIn, Workday, Harvey, and Rippling trust LangSmith to improve their agents across the Agent Development Lifecycle. Learn more: www.langchain.com
About Devoteam
Our hosts for the evening. Devoteam is an AI-driven tech consultancy with over 11,000 people across EMEA and offices in Sweden, Denmark and Norway. They're a Google Cloud Premier Partner in the Nordics and a Snowflake Elite Partner.
Part of Nordic Tech Week 2026.
This event is part of Nordic Tech Week. The event is independently organised by the host. If you have any questions about Nordic Tech Week, please contact events@nordictechweek.org. Questions about this event should be directed to the event host.