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Ahmad Afzal profile picture

Ahmad Afzal

AI, products & people. People first, actually. I build AI products and ask awkward questions about agents, governance and evals. Violin player. Vivaldi fan :)

Location United Arab Emirates Joined Joined on  Personal website https://mahmadafzal.com

Work

Product Lead at Open Innovation AI

Testing agent offboarding across credentials, grants and queues
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Testing agent offboarding across credentials, grants and queues

#security #ai #architecture
1
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5 min read

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Testing sender-constrained tokens in an agent connector
mahmaddafzal profile

Testing sender-constrained tokens in an agent connector

#ai #architecture #security
1
Comments
5 min read
Separate A2A discovery, peer identity and business permission
mahmaddafzal profile

Separate A2A discovery, peer identity and business permission

#security #ai #architecture
1
Comments
6 min read
Test the two OAuth boundaries in an MCP proxy
mahmaddafzal profile

Test the two OAuth boundaries in an MCP proxy

#ai #security #mcp
Comments
6 min read
Test OAuth agent delegation without trusting the wrong actor
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Test OAuth agent delegation without trusting the wrong actor

#architecture #security #ai
1
Comments
5 min read
Agent identity architecture: test the bindings, not the IDs
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Agent identity architecture: test the bindings, not the IDs

#ai #security #architecture #testing
Comments
5 min read
Build a taste record for your AI agent, without turning preference into fake precision
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Build a taste record for your AI agent, without turning preference into fake precision

#python #ai
Comments
3 min read
Your agent eval passed. Did the fixture leak the answer?
mahmaddafzal profile

Your agent eval passed. Did the fixture leak the answer?

#python #testing #ai
Comments
3 min read
Your agent has a system prompt. Does it have a bouncer?
mahmaddafzal profile

Your agent has a system prompt. Does it have a bouncer?

#security #ai
Comments
4 min read
Your refund agent says “done”. Six checks before you believe it.
mahmaddafzal profile

Your refund agent says “done”. Six checks before you believe it.

#testing #ai
Comments
3 min read
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