Notes on building AI for the enterprise
I'm Swapnil Gaikwad, a Senior Software Development Engineer at Amazon, building GenAI agents for enterprise workflows. I write about AI agents, engineering judgment, code reviews, and the distributed systems underneath it all. More about me →
Upcoming
GICITE 2026 (opens in a new tab)
- Technical Advisory Committee Member
- Session Chair
- Invited Talk (Virtual)
Recent posts
GenAI Agents for the Workflows That Actually Resist Automation
September 23, 2026
Treat automation as a question of where judgment actually lives in a workflow, not as a question of model capability.
What Senior Engineers Actually Do During Code Reviews (It's Not Just Finding Bugs)
August 27, 2026
The best code review comment I have learned to leave is not 'This has a bug.' It is: 'Should this code exist here at all?'