About
I’m Prasham H Trivedi - a senior software engineer with 15+ years building production systems. I focus on serverless architecture, AI/LLM integration, and developer tooling, and I write publicly about how those pieces fit together in real engineering work.
This site is where I publish long-form writing, experiments, and case studies. If you’re a hiring manager, recruiter, or fellow engineer trying to understand how I think and what I ship - you’re in the right place.
What I do
Selected writing
A few posts that represent how I work.
- Plan, Execute, Verify: A Workflow for AI Coding The supervision pattern I use to keep agent-written code reviewable and reversible.
- AI Agent Workflow: 13 Documents for a Label Change What happens when you over-engineer agents - a cautionary case study.
- Gemini 3 Pro vs GPT 5.2: A Blind Test Same brief, two frontier models, blind evaluation - what actually shipped better code.
- Three AI Agents, One Task Side-by-side comparison of how three coding agents tackled the same real-world task.
- Rebuilding an Invoice System in 48 Hours 90% AI-generated production code - what worked, what broke, and what I'd do differently.
Stack
- Cloud
- AWS (Lambda, DynamoDB, API Gateway, SES, SNS, SQS, Cognito), Cloudflare Workers, Firebase
- Languages
- TypeScript, JavaScript, Python, Go, Kotlin, Java
- AI / LLM
- Anthropic Claude, OpenAI, Google Gemini, MCP, custom agent workflows
- Data
- MongoDB, PostgreSQL, Redis, SQLite, ElasticSearch
AWS Solutions Architect Associate certified. MongoDB consulting engineer experience.
Connect
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Beyond tech
Football (soccer) - FC Barcelona supporter. Reading - history and fiction. Star Wars and the MCU.