Open Source Summit India 2026

As a developers, we use AI for our tasks. but there are stages.
1. user of web. copy paste code.
2. opencode calude code users basic.
3. using system proimpt PRD driven developement.
4. adding MCP server/ Skills.
5. agentic tools pipelines (code-rabbit)
6. AI Dark factories (gas town)

I have grown from stage 1 to exploring stage 6. creating projects has became trivial with improved models.

Realising tools are there to be tamed but we still need to keep some gaurdrails.

Session will give chronological order how I have grown and How will I develop same project in all stages. using embedded systems example using modbus mcp as well as playwright mcp. in agent.

More over I want to put across the point although AI will make few roles redundant but it will make so many of newer role. How your domain knowledge will help you deliver same projects way faster. passing all minial tasks to AI and perform architectural and review tasks.

Helping AI to write code and Help it to test and fix errors if any. avoiding overfitting.

I will be sharing my personal journey and show How can we achive using FOSS agentic tools for perfect autonomous software facotries.