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 at Morgan Stanley, leading engineering teams. Based in Glasgow.
Hi, I'm Pip, the site's plumber droid.
Abhinav fixes engineering leaks, then builds the tools that keep them fixed.
Where do you want to start?
10 yrs
From test automation to agentic AI
45%
Fewer production incidents
5+
Engineering teams led through modernization
20k
Users on DollarsGPT, founded at university
Leading agentic AI adoption at Morgan Stanley in Glasgow, and building open source agent tools on the side.
Live from GitHub and PyPI, rebuilt every night. Last updated .
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 skill that sets up a matching matrix-green and cyber-purple dev environment on Linux: prompt, terminal, editor, diffs and status line.
A VS Code extension to browse and install custom instructions, prompts and chat modes from the github/awesome-copilot repository without leaving the editor.
Makes Ubuntu GNOME look like macOS in one command, with a one-command revert.
The same profile, for people who prefer a prompt. Type help or tap a command. It is the front end for the AI agent coming next, which will answer questions about my work from this site's data.
$ help
commands: whoami, plumber, projects, experience, patent, writing, contact, sudo rm -rf /, clear, speaking, cv, crawl, pip, tidy, ai-workbench, awesome-copilot-toolkit, macify