GitHub Copilot Dev Days | Trivandrum 2026

This repository contains session material from the GitHub Copilot Dev Days | Trivandrum event conducted by the Trivandrum Python Community in partnership with GitHub.

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Sessions

1. Confidently Wrong: Why LLMs Hallucinate and How to Engineer Around It

Speaker: Ajith Kumar

Slides: Confidently Wrong: Why LLMs Hallucinate

Reference links:

• Why language models hallucinate
• Why Language Models Hallucinate
• Skills
• Getting Started with Ralph
• XState documentation

2. The Anatomy of an AI Coding Harness

Speaker: Niyas Mohammed

Slides: Anatomy of an LLM Coding Harness

Reference links:

• Components of a coding agent
• mini-coding-agent.py
• Skill Issue: Harness Engineering for Coding Agents

3. Building AI agents in Python using the GitHub Copilot SDK

Speaker: Adarsh Divakaran

Slides: Building AI Agents in Python

Code examples used are available at: GitHub Copilot Dev Days Trivandrum - Building Agents using Copilot SDK