Introduction

Getting faster isn’t the same as getting better.

Your team ships more every week. Nobody can tell yet whether the work is improving.

[write me a short note]

Work with me

Most teams are somewhere in the middle.

20%

already have agents doing real work unsupervised

60%

using AI as a faster autocomplete

20%

holding back, usually for good reasons

The gap isn’t effort. It’s that nobody tells the middle sixty percent what good looks like. My job is moving them, without losing the twenty percent who are right to be cautious.

Keynotes and talks
What is actually changing in engineering, and what it means for the room.
Team workshops
Three days, hands on, with your codebase and your tickets.
Advisory
Ongoing, for leaders making this shift at org level. A small number at a time.

Tell me where your team sits. The first coffee is on me.

Track record

Where I have done this.

Writing

What I am thinking about.

What changed about learning, and what didn'tSeptember 14, 2026
The CRUD app that used to take a junior engineer months now takes an afternoon. That is not the end of the learning — it is the point at which the real work starts.
Code review when the agent wrote the codeApril 15, 2026
Clean code, passing tests, and a linear scan where a binary search belonged. What actually changes about code review when an agent writes the code, and what to look at instead.
Skillify: turning agent failures into skills you can testApril 1, 2026
Every AI framework promises reliability and gives you dashboards. The tools exist; the workflow doesn't. A ten-step checklist for making a failure impossible to repeat.
Harness Engineering: The Future of Software EngineeringMarch 28, 2026
Really enjoyed reading OpenAI's 'harness engineering' approach—and it's the clearest signal yet that the role of Software Engineers is changing and not…
The identity crisis nobody is namingMarch 6, 2026
Underneath the excitement about agentic coding there is a quieter thing happening: the source of professional meaning is moving, and almost nobody is talking about it.

[all writing]

Podcast

KarachiWalaDeveloper.

The Shifting Role of the Developer: From Writing Code to Writing SpecsApril 17, 2026
Have you ever asked an AI to build something, only to realize it built the exact wrong thing? AI is incredible at generating code, but it lacks human judgment. In this episode, I share the story of building an internal AI coaching bot called "Jugnu." My first attempt failed completely because I relied on the AI's judgment instead of doing the research myself. I quickly learned that the most successful AI developers spend 90% of their time researching, planning, and writing specs before they ever type a prompt. Join me as we explore how the role of the software engineer is merging with the product manager, the death of "un-used software," and the exact frameworks and tools (like NotebookLM and Superpowers) you can use to master AI-assisted development.
Stop Reviewing Code, Start Reviewing Tests: TDD in the Age of AIApril 9, 2026
As AI agents become capable of rewriting entire C compilers and Next.js repositories in days, the value of software is shifting away from the code itself. If LLMs write probabilistic code, how do you guarantee deterministic results? The answer: Tests. In this episode, we argue that developers need to stop agonizing over AI-generated implementation code and instead double down on writing, reviewing, and curating rigorous test suites. Learn why some open-source projects are actually closing their test repos, and how adopting an Architect mindset will unlock true AI autonomy in your workflow.
From Coder to Architect: The Power of the Producer MindsetApril 3, 2026
The role of the developer is changing. In this episode, we discuss how to stop being a "consumer" of AI prompts and start becoming a "producer" of AI systems. By shifting your focus from writing code to designing autonomous loops and persistent architectures, you can move up the ladder of value and start steering the future of software development.

[listen to all the episodes]

Talks

Conferences and community events.

Agentic Engineering using Antigravity Peshawar, Pakistan · August 22, 2026 · 100 attended
How agentic systems actually work, what it takes to build an agent, and where the practice holds up once it meets real work. For people already building with agents and for people trying to see where this goes next.
Automating Your Startup with Loop Engineering and Antigravity Karachi, Pakistan · August 8, 2026 · 120 attended
Building loops with Antigravity, and handing them the most tedious part of the work.
Harness Engineering using Gemini CLI Islamabad, Pakistan · June 23, 2026 · 100 attended
Harness engineering in Gemini CLI, through live demos and real workflows rather than slides — what it looks like when AI sits inside the development process instead of beside it.
TEDxPunjabUniversity 2026: Carpe Diem Punjab University, Lahore · April 27, 2026
TEDxPunjabUniversity 2026, on the theme “Carpe Diem: Seize the Day”. One of six speakers, alongside researchers, medical doctors and a wildlife conservationist.
Harness Engineering with Gemini CLI Lahore, Pakistan · April 25, 2026 · 100 attended
Three hours cutting through the noise on what actually works in harness engineering — skills, hooks, progressive disclosure, and the feedback loops that make the output improve rather than merely arrive faster.
AI Seekho 2026: Vibe Coding with Real Deployment Workflows April 17, 2026 · 200 attended
Vibe coding taken past the demo and through to a real deployment workflow, with a deep dive into AI Studio and context engineering.

[all 85 talks, 2018 onwards]

Mentorship

I mentor engineers, for free.

Mashood has an exceptional grasp of the startup and product ecosystem. Drawing directly from his hands-on experience, he helped me look at my ongoing challenges from an entirely fresh angle. The session provided crucial clarity and truly helped shape my perspective on how to steer this ship forward. I highly recommend booking a session with him…
Hafsa JavedComputer System Engineering Student · UET Peshawar
I had an outstanding experience with my mentor, who provided amazing communication and motivation throughout our session. Their deep subject knowledge and exceptional problem-solving skills helped me gain clarity on my questions. I truly appreciate the valuable insights shared, which have significantly enhanced my understanding. I highly recommend booking a session with them if…
Muhammad SirajStudent · Comsats university Islamabad
I had an outstanding experience with Mashood! His amazing communication skills and deep subject knowledge made our session incredibly valuable. He motivated me throughout our discussion, offering insightful problem-solving strategies that addressed my industry concerns. Mashood's patience and willingness to listen truly set him apart. I highly recommend booking a session…
Nooruddin Bakhtiyar SolangiFounder · Hexule
It was an honor speaking with Mr. Mashhood Rastgar. Thank you sincerely for taking the time to share your valuable advice and guidance. Your insights addressed several challenges we are currently facing in our startup, and helped bring much-needed clarity and direction to our thinking. We truly appreciate your openness, practical perspective, and encouragement. Conversations like this are incredibly motivating for early-stage, bootstrap startups like ours.
Meher AliCo-founder · Innovation Nexus
I had another fantastic session with Sir Mashood, whose amazing communication skills truly transformed my perspective on growth and learning. His deep subject knowledge and problem-solving abilities inspired me to push my boundaries and stay motivated. Overall, my experience exceeded all expectations. I highly recommend booking a session with him if you're looking…
Syed Muhammad BilalFrontend Developer · Iqra University
Mashood bhae shared his experience and guided me how to approach the problem in a systematic manner. He also gave ideas from his prior experience in working with AI and how far it has evolved.
Ashar HaroonLead Enginner · Sastaticket.pk
I attended a session, and it was truly excellent! The instructor explained the concepts clearly, making the session highly engaging and insightful…
zeeshan yousufFront End Engineer · Student
I had an outstanding session with Mashhood. His amazing communication, motivation, and subject knowledge helped me immensely. I highly recommend booking him if you seek a transformative experience!
Owais AhmedStudent · university of London
The mentorship session with Mashood was highly insightful. They offered practical tips on public speaking, emphasized the importance of impactful AI projects and internships, and shared effective networking strategies. The mentor also highlighted key qualities in tech candidates and provided advice on showcasing skills in interviews. Their professional and approachable manner made the session engaging and valuable. Overall, their guidance was outstanding.
Ashhad Ahmed 🇵🇸Back-End Developer · Tassarct
Sessions are free and open to anyone — students, career changers, engineers weighing a move. Bring a real problem.
[book a session]

Showing 9 of 25 reviews. Read them all on ADPList.

About

The rest of it.

I am an engineering and AI leader based in Islamabad. Right now I am helping Taleemabad, the largest ed-tech in Pakistan, scale to thousands of schools and millions of children, and rebuilding how the organisation itself works around agents.

I offer free coaching and mentoring sessions on ADPList. When I am not working you will find me cycling, running and swimming, slowly working towards a triathlon.

Reading

Ender’s Game (Ender's Saga, #1)
Orson Scott Card
Rated 4 out of 5.
A very interesting story - a bit difficult read if you have kids.
I, Robot (Robot, #0.1)
Isaac Asimov
Rated 5 out of 5.
An awesome story, a must read for now days - showing how the most intelligent machines could have limitations.
The Hard Thing About Hard Things: Building a Business When There Are No Easy Answers―Straight Talk on the Challenges of Entrepreneurship
Ben Horowitz
Rated 5 out of 5.
A classic read on the reality of entrepreneurship and building startups
The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time
Jim McKelvey
Rated 4 out of 5.
The great secrets shared by different startups on how to look at innovation in a slightly different way
Strong Ground: The Lessons of Daring Leadership, the Tenacity of Paradox, and the Wisdom of the Human Spirit
Brené Brown
Rated 5 out of 5.
A great read as a follow-up to all her previous books, which help you dive deeper into understanding vulnerability and how to master it.
A Whole New Mind: Why Right-Brainers Will Rule the Future
Daniel H. Pink
Rated 4 out of 5.
A great read for those wondering, when AI takes over everything, what is left for us humans to do.

[my book reviews]

Elsewhere