Test suites nobody trusts
Test frameworks built from the spec up, so tests are readable, repeatable and generated wherever they can be.

Wherever engineering leaks, I go in, then build the team and the tools so it stays fixed. Test automation, then modernization at scale, now AI agents.
Vice President, AI Platform & Tech Modernization, Morgan Stanley. Glasgow.
$ help
commands: whoami, plumber, projects, experience, patent, writing, contact, sudo rm -rf /, clear, speaking, cv, crawl, pip, tidy, iphone-backup-linux, post-reviewer, why-slow, claude-mods, ai-workbench, awesome-copilot-toolkit, macify, sponsor-check, explore-mullana, mullana-committee-tracker, led-catalog, home-list, expense-tracker Or ask Pip a question in plain English, for example: what did Abhinav build at Morgan Stanley?
10 yrs
From test automation to agentic AI
45%
Fewer production incidents
5+
Engineering teams led through modernization
1
US patent, co-inventor
Test frameworks built from the spec up, so tests are readable, repeatable and generated wherever they can be.
Pipelines, containers and cookie-cutter templates that make the safe path the easy one.
Proof 40% more frequent deploys, 35% faster modernization rollouts and 28% faster time-to-market.
Reference agents, guardrails and literacy sessions, so teams ship agents they can trust.
Cleans up Gmail and YouTube subscriptions with AI without letting AI loose on your account.
A Claude Code plugin that backs up an iPhone from Linux with no iTunes and no sudo: a full encrypted backup you can restore to any iPhone, plus a photo archive that only ever adds files, so photos survive being deleted from the phone.