Mian Maaz Ullah Khan

AI Engineer | Production AI Systems | Agents, RAG, Evals

[Mian Maaz Ullah Khan @mmaazkhanhere]

Meta hiring MongoDB's CEO to lead enterprise AI makes sense. Getting agents to work inside a company is harder than making them look smart in a demo. Permissions, failed API calls, retries, audit logs, and recovery all need to work. A better model won't fix broken infrastructure.

[Mark Zuckerberg @finkd]

We believe superintelligence will create significant new opportunities for all people and businesses. Meta already serves billions of people at scale and helps hundreds of millions of businesses reach customers. Today we are starting the next major pillar of our business, Meta Enterprise Platform, to help businesses use AI to grow and transform in new ways as well.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@ZenModeJon @Google I am Maaz from Pakistan.

I like to talk about AI systems, agents, evals and RAG.

I like football and cricket. Inwould like to say I am fan of Man Utd, though it is depressing.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@jacobAlswin 👊🏻

[Mian Maaz Ullah Khan @mmaazkhanhere]

An accurate take

[Hannah @anah_sahh]

Hot take:

Vibe coding only works well if you already know how to code.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@Corporate_CJP 🙌🏻

[Mian Maaz Ullah Khan @mmaazkhanhere]

@jacobAlswin X and linkedin influencer wont agree with us

[Mian Maaz Ullah Khan @mmaazkhanhere]

@Corporate_CJP Thanks for the warm words. Definitely it starts small and then become big

[Mian Maaz Ullah Khan @mmaazkhanhere]

100 followers in 8 days.

Small number in the grand scheme, but still cool to see people interested in what I’m thinking about.

I’m an AI Engineer writing about production AI systems: agents, evals, RAG, and what it actually takes to ship this stuff.

Looking to connect with more engineers, builders, and founders working on the same problems.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@itskamrankhan Sure

[Mian Maaz Ullah Khan @mmaazkhanhere]

@jacobAlswin Thanks bro

[Mian Maaz Ullah Khan @mmaazkhanhere]

@manxlab For my use cases, chatgpt is enough for now

[Mian Maaz Ullah Khan @mmaazkhanhere]

@BtwYuca Personal brand and network

[Mian Maaz Ullah Khan @mmaazkhanhere]

@dhh The tools will keep changing. Good engineering still means knowing what to test, what to trust, and when a new tool is actually worth using.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@elshayib_ A good model isn't enough if the tools keep failing or developers have to fight the API to get anything working. The surrounding infrastructure matters just as much.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@CodeWithTamara Prompting matters, but I'd rather see how someone manages context, handles failed tool calls, and tests whether the agent actually works outside a demo.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@paraschopra I keep wondering whether we're building AI that helps people do more, or just finding more ways to replace the work they do.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@gabriel1 Some decisions are easy to undo. Make those quickly and learn from the results. Spend more time on the ones you can't take back.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@niqudrift Sometimes you don't realize how much you can build on your own until you stop waiting for someone to join you.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@sebuzdugan An agent that needs to update one record shouldn't have permission to modify the entire database. Give it access to what the task requires, nothing more.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@DanielSmidstrup You don't have to become cold. Listen to people who have something useful to say, and learn to scroll past the rest.

[Mian Maaz Ullah Khan @mmaazkhanhere]

@rileybrown The real test is whether an agent can finish a task, recover when something breaks, and know when to ask for help without needing someone to watch every step.