Agentic Engineering
Turn an Enterprise API Into an MCP Server
A concise guide to wrapping existing enterprise APIs so AI agents can discover and use them safely.
Writing
Notes on building useful technical systems.
Essays, research notes, and deep technical explainers published first on vvamshi.com.
6
Essays
3
Field guides
1
Series
The notebook
Read the build log.
AI systems, developer platforms, and the product decisions that make them work.
Explained
Interactive technical field guides
Comprehensive guides with diagrams, traces, glossaries, and source links.
Series
Essays
Latest writing
Agentic Engineering
From Copilot to Agentic Engineer
A short guide to using AI coding tools with senior-engineer judgment: scope, review, verify, and ship.
Agentic Engineering
Loop Engineering Turns Agents Into Products
A practical way to design AI agent workflows with goals, state, verification, stop conditions, and human review.
Agentic Engineering
Your AI Product Needs a Model Exit Plan
Design AI products so model changes, fallbacks, routing, pricing, and provider outages do not break the workflow.
Agentic Engineering
DevRel for the Agent Era
Developer experience now has two readers: humans and coding agents. DevRel should design for both.
Agentic Engineering
Forward Deployed Engineering Is the AI GTM Loop
Why AI companies need builders close to customers: embed, ship, measure, learn, and productize.