Skip to content
Shriram IT Ventures
Get in touch

Building an Eval Harness Before Your First LLM Feature

Ship AI with offline evals, human review gates, and production monitoring.

development shriram
Written by Ananya Sharma 9 min read Updated Jul 22, 2026
On this page

Overview

Ship AI with offline evals, human review gates, and production monitoring.

What we do in practice

We implement this across client launches with measurable checkpoints — not as a PDF recommendation that never ships.

Next steps

If this matches your roadmap, book a discovery call or explore our services and case studies.

Share

LinkedIn X Reddit Hacker News

Comments

Thoughts, questions, and pushback welcome — we approve comments before they go live.

No comments yet

Be the first to share a thought, question, or pushback on this post.

Write a comment

Leave a comment

Comments are moderated. Email is never shown publicly.

New commenters get a free account automatically so you can stay signed in for replies and tools.

FAQ

Questions teams usually ask

Yes — especially when you want to avoid rebuilding SEO and performance foundations later.

Parent hubs, silo neighbors, related services, proof, and next steps — structured so readers and search systems can follow the topic.

16 linked pages · target 12–20

Parent

In this silo

Related pages

From the blog

Case studies

Portfolio

Next step

Keep reading

Development

RAG Evaluation: What We Measure Before Production

Answer first: RAG Evaluation: What We Measure Before Production — a practical field guide from Shriram IT Ventures for engineering and product leads who need de

 Development

A Practical ADR Template for Product Engineering Teams

Answer first: A Practical ADR Template for Product Engineering Teams — a practical field guide from Shriram IT Ventures for engineering and product leads who ne

 Development

Core Web Vitals Checklist for Product Launches (2026)

Ship with green CWV by assigning budgets to templates, not hoping the CDN magically fixes it.

Ready to ship something that compounds?

Share your roadmap. We will come back with scope options, timeline ranges, and a recommended squad.

Book a discovery call See case studies

Popular with product teams

Get a quote Book a demo