Engineering essays.
Deep-dives on AI code review, multi-agent architecture, and the craft of shipping reliable software at speed.
July 16, 2026Case StudiesMesrai at a US Series B: 6-Month Adoption Retrospective
Mesrai at a US Series B fintech — six-month adoption retrospective. What worked, what didn't, what they'd do differently.
9 min read· Mesrai Team
July 16, 2026Case StudiesFrom 30-Day Review Cycles to 4 Hours: A Healthcare Team's Story
Healthcare team's story: from 30-day review cycles to 4 hours with Mesrai — HIPAA-safe, BYOK on regional Anthropic, full case study.
9 min read· Mesrai Team
July 15, 2026Case StudiesSolo Founder + Mesrai: A Year of One-Person Engineering
Solo founder + Mesrai — a year of one-person engineering. What changed when AI review became the only other reviewer on every PR.
9 min read· Mesrai Team
July 15, 2026Case StudiesOpen-Source Maintainer Story: AI Review for 1,000+ Contributors
Open-source maintainer story: how a 1000+ contributor project uses Mesrai to handle PR volume without burning out maintainers.
9 min read· Mesrai Team
July 14, 2026Case StudiesHow a 100-Engineer Fintech Caught 12 Prod Bugs in Week 1
How a 100-engineer fintech caught 12 production-bound bugs in week one with Mesrai. Anonymized case study with severity breakdown.
9 min read· Mesrai Team
July 13, 2026Case StudiesCode Review at Scale: Bangalore, Hyderabad, Pune Engineering Hubs
Code review at scale across India's engineering hubs — Bangalore, Hyderabad, Pune. How distributed teams use AI review to align on quality.
9 min read· Mesrai Team
June 2, 2026Case StudiesHow a 40-engineer team cut PR review time by 78% with Mesrai
Six-week case study: a 40-engineer team cut median PR review time by 78% using Mesrai — zero headcount added, 23 critical bugs caught at review.
9 min read· Mesrai Team