
Obsidian Cloud: Building Geo-Distributed, Zero-Latency AI Fabrics with Edge-Wasm and DeepSeek
Centralized cloud AI models suffer from high network round-trip time (RTT) penalties, leading to slow response…
Vatsal Shah — I map how your engineering org actually works, strip delivery theatre, and leave you with habits and proof — not another slide deck. Available for embedded mandates, diagnostics, and exec-level briefings.
No offshore bench. No “partner sells / associate delivers.” You get the same person who signs the analysis — in workshops, Slack, and exec readouts.
Your sprints are on time. Your customers aren't happy. Let's fix the real problem.
From broken ceremonies to misaligned backlogs — I diagnose and redesign how your team works so velocity becomes meaningful, not just measured.
Learn more →Your CI/CD pipeline looks great on a slide. But deploys still take 3 days.
I help engineering teams cut deployment risk, reduce MTTR, and build the habits that turn "DevOps" from a buzzword into a competitive advantage.
Learn more →Ideas without documentation die with the meeting.
I write about what I live — Agile frameworks, DevOps patterns, product thinking, and engineering culture. Real playbooks from real engagements.
Learn more →Numbers matter — but so does the paper trail. Read the library, then decide if my edge fits your mandate.
Velocity is a vanity metric. Here's what to measure instead.
A real case study. Real numbers. No marketing fluff.
45 minutes. Every sprint. Here's the exact template.
The 3 loops every team needs to build before buying new tooling.
Most OKR guides are written by people who've never run a sprint.
An honest assessment from someone who's implemented it 11 times.

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The traditional 10-person scrum team is structurally obsolete, failing to translate 10x individual AI develope…
When you work with me, you're not getting billable hours from a hierarchy. You're getting direct access to someone who has actually done the work.