Skip to content
MeetupIn personPast event

Designing Context-First AI Systems & Building a Modern Programming Language with AI

Event artwork for Designing Context-First AI Systems & Building a Modern Programming Language with AI

This event has ended

This listing is kept as an archive. Explore upcoming events to find your next one.

See upcoming events in Southampton
About this event

What to expect

Build truly intelligent AI systems that understand context and explore the future of programming language design at this Southampton meetup hosted by Developer South Coast. This evening brings together two cutting-edge talks that tackle different aspects of modern AI development — from grounding large language models in real-world contexts to reimagining how we build programming languages with AI assistance.

Designing Context First AI Systems

Shubhangi Goyal, Microsoft MVP, opens the evening with a deep dive into context-first AI architectures. Traditional LLM implementations often struggle with hallucinations and inconsistent outputs, but context-first design patterns offer a solution. This session breaks down the essential building blocks:

  • Vector search and retrieval — finding the right information at the right time
  • Structured context injection — feeding LLMs precise, relevant data
  • Memory and metadata management — maintaining conversation history and system state
  • Guardrails and validation — preventing hallucinations and ensuring reliability
  • Adaptive workflows — building systems that respond intelligently to user needs

With a decade of experience across Business Intelligence, Data Science, and Artificial Intelligence, Shubhangi brings practical insights from real-world AI deployments. You'll learn proven patterns for building AI applications that deliver consistent, trustworthy results in business contexts — moving beyond simple chatbot demos to production-grade systems that adapt with high contextual intelligence.

Building a Modern Day Language with AI

Callum Linington then shifts gears to explore an equally fascinating question: what happens when you design a programming language from scratch in the age of AI? This follow-up to previous sessions goes deeper into the technical challenges and creative decisions involved in language design, but with a contemporary twist — how AI tools and techniques are reshaping the development process itself.

As a passionate leader of engineering teams known for working with ambitious and creative engineers, Callum brings both technical depth and real-world leadership perspective to this exploration of modern language development.

Who Should Attend

This meetup welcomes developers, data scientists, ML engineers, and technical leaders interested in:

  • Practical AI system design and prompt engineering
  • Reducing hallucin

Create With Conference · Brighton

The UK's leading event for AI builders.

600+ builders, honest implementation stories and hands-on workshops, once a year. The next edition is being planned.

The main stage at Create With 2026 with a full room
Hackathon participants with their laptops
A panel on the main stage

Running an AI event in Southampton?

List it here, free.

Meetups, workshops and conferences go in front of thousands of builders after a quick review.

List your event