Mohammed Junaid

I build AI tools that save time & replace manual work.

[Mohammed Junaid @mdjunaidap]

@arjun_gupta95 🙏

[Mohammed Junaid @mdjunaidap]

Launching Buildmap 🚀

A spec-driven planning workspace for AI-assisted builders.

Turn a rough idea into:

PRD → Architecture → Feature specs → Context files → AI coding prompts → Shippable chunks.

Built during the OpenAI x Outskill AI Builders Hackathon.

Better specs. Better AI context. Cleaner builds.

Visit now: https://t.co/jDeodfLFDb

#Outskill #OpenAI #Codex #AIBuildersHackathon

[Mohammed Junaid @mdjunaidap]

@mehulmpt Cool, best of luck. Mehul!

[Mohammed Junaid @mdjunaidap]

Let’s understand AI latency in 5 quick tweets.

Why some AI apps feel instant while others feel painfully slow:

[Mohammed Junaid @mdjunaidap]

Claude dropped 4.8 and suddenly even 4.7 feels like a limited edition model 😭

Me: sends 3 prompts

Rate limit: “That’s enough innovation for today.”

[Mohammed Junaid @mdjunaidap]

Follow @mdjunaidap for more

[Mohammed Junaid @mdjunaidap]

Let’s understand AI latency in 5 quick tweets.

Why some AI apps feel instant while others feel painfully slow:

[Mohammed Junaid @mdjunaidap]

The best AI products balance:

speed + quality + cost

That’s the real challenge.

[Mohammed Junaid @mdjunaidap]

Let’s understand retrieval systems in 5 quick tweets.

This is how AI gets access to knowledge beyond training

[Mohammed Junaid @mdjunaidap]

Follow @mdjunaidap for more

[Mohammed Junaid @mdjunaidap]

Let’s understand retrieval systems in 5 quick tweets.

This is how AI gets access to knowledge beyond training

[Mohammed Junaid @mdjunaidap]

Without retrieval:
AI guesses.

With retrieval:
AI becomes grounded in real data.

[Mohammed Junaid @mdjunaidap]

Let’s understand AI orchestration in 5 quick tweets.

This is the hidden layer behind most serious AI apps: