Atef Ataya

Teaching AI by doing — not prompting. Weekly tutorials for creators & builders using real workflows, tools & agents.✝️

[Atef Ataya @atef_ataya]

I wrote a book.

147 pages. 5 pillars. Everything I learned building AI agents that actually work in production.

Not theory. Real patterns from systems handling millions of requests.

Link: https://t.co/yhmTBcn1m7

[Atef Ataya @atef_ataya]

Full walkthrough + the three fixes that actually help:

https://t.co/vo97h1j1wB

Which of the three vulnerabilities has your team already run into?

[Atef Ataya @atef_ataya]

On May 20, 2026, the NSA published its first formal cybersecurity advisory on MCP.

Fifteen pages. Cybersecurity Information Sheet U/OO/6030316-26.

The message is calm and clear: MCP adoption has raced ahead of MCP security.

Three vulnerabilities. One pattern. 🧵

[Atef Ataya @atef_ataya]

The NSA is not asking anyone to stop with MCP.

The advisory is asking us to know where the trust boundaries actually live — and to enforce them ourselves.

Because the protocol will not do it for us.

[Atef Ataya @atef_ataya]

Full walkthrough of the build here, with the working agent running live end to end:

https://t.co/ximYitqSnB

What was the first agent build that survived a real user on your team?

[Atef Ataya @atef_ataya]

Most n8n AI agent tutorials look impressive in the demo and fall apart on real input.

I built a hotel discovery agent this week — real SerpAPI data, real Claude Sonnet 5 reasoning, real hotels with real prices.

Four architectural calls made it survive real input. 🧵

[Atef Ataya @atef_ataya]

The tools are the easy part. Every team has n8n. Every team has an API key.

The four calls are what separate a real agent from a demo that only works on the one input the tutorial was built around.

[Atef Ataya @atef_ataya]

Free to install. Search Depwire in VSCode Extensions.
Pro at $9.99/month → health breakdown, security scanner, dead code, What If simulation, temporal graph.
https://t.co/UFG8qkz0pO

[Atef Ataya @atef_ataya]

Your AI coding agent doesn't have a map of your codebase.
It has a context window. Maybe some vector search.
Neither knows what breaks when you delete something.
I built the fix. 🧵

[Atef Ataya @atef_ataya]

The workflow that changed how I use AI agents:

Agent suggests a change
Run impact analysis in Depwire
See exact blast radius
Give agent the full context
Agent executes correctly

Map before you mutate.