DEV Community

Imran Siddique profile picture

Imran Siddique

CPO, Opaque Systems | Agent Governance & Confidential Computing | Creator, Agent Governance Toolkit | ex-Microsoft Azure

Location Bellevue, WA Joined Joined on  Personal website https://imran-siddique.github.io/ github website twitter website
What a signature does not prove
mosiddi profile

What a signature does not prove

#security #ai #confidentialcomputing #agents
Comments
8 min read

Want to connect with Imran Siddique?

Create an account to connect with Imran Siddique. You can also sign in below to proceed if you already have an account.

Create Account
Already have an account? Sign in
The approval prompt stops working after fifty clicks
mosiddi profile

The approval prompt stops working after fifty clicks

#agents #aigovernance #aisecurity #humanintheloop
Comments
4 min read
You downloaded a model. What did you actually get?
mosiddi profile

You downloaded a model. What did you actually get?

#agt #modelcustody #openweightmodel #agentrustio
Comments
4 min read
The best agent detector in production catches 67%. Plan for the rest.
mosiddi profile

The best agent detector in production catches 67%. Plan for the rest.

#cybersecurity #confidentialcomputin #agents #modelcontextprotocol
Comments
6 min read
Our Quickstart Did Not Work, And That Is The Interesting Part
mosiddi profile

Our Quickstart Did Not Work, And That Is The Interesting Part

#agents #security
Comments
4 min read
The industry scheduled the proof. Here is what provable inference has to prove.
mosiddi profile

The industry scheduled the proof. Here is what provable inference has to prove.

#machinelearning #confidentialcomputin #attestation #agents
Comments
6 min read
Nobody was negligent. The layer was missing.
mosiddi profile

Nobody was negligent. The layer was missing.

#agents #aigovernance #aisecurity #incidentresponse
Comments 1
6 min read
Soon Every Agent Will Have a Verifiable Identity. Then Comes the Harder Part.
mosiddi profile

Soon Every Agent Will Have a Verifiable Identity. Then Comes the Harder Part.

#cybersecurity #aigovernance #artificialintelligen #agents
Comments
4 min read
The most important sentence in the Hugging Face disclosure is the one about what did not happen
mosiddi profile

The most important sentence in the Hugging Face disclosure is the one about what did not happen

#supplychainsecurity #aigovernance #agents #aisecurity
Comments
3 min read
Open Weights Don’t End the Custody Problem. They Sharpen It.
mosiddi profile

Open Weights Don’t End the Custody Problem. They Sharpen It.

#opensourceai #confidentialcomputin #dataprivacy #agents
Comments
4 min read
Soon There Will Be More Agents Than Users. Here Is the Trust Layer That Makes That a Good Thing.
mosiddi profile

Soon There Will Be More Agents Than Users. Here Is the Trust Layer That Makes That a Good Thing.

#artificialintelligen #aigovernance #openstandards #agents
Comments
5 min read
Your Policy Engine Can Lie. Ours Can’t.
mosiddi profile

Your Policy Engine Can Lie. Ours Can’t.

#agents #mcps #cybersecurity #confidentialcomputin
Comments
8 min read
How Do You Prove an AI Agent Did What You Said It Did?
mosiddi profile

How Do You Prove an AI Agent Did What You Said It Did?

#trace #aisecurity #aigovernance #confidentialcomputin
Comments
6 min read
Prove What Your Agent Was, Not Just Who Called It
mosiddi profile

Prove What Your Agent Was, Not Just Who Called It

#agentgovernance #agentmanifest #confidentialcomputin #openstandards
Comments
5 min read
Every regulated AI deployment hits the same wall. The compliance review asks: prove the agent handled our data according to...
mosiddi profile

Every regulated AI deployment hits the same wall. The compliance review asks: prove the agent handled our data according to...

#agents #ai #security
Comments
1 min read
Every regulated AI deployment hits the same wall: prove the agent handled our data...
mosiddi profile

Every regulated AI deployment hits the same wall: prove the agent handled our data...

Comments
1 min read
A signed JWT proves who called your API. It proves nothing about the agent that made the call. Not which system prompt...
mosiddi profile

A signed JWT proves who called your API. It proves nothing about the agent that made the call. Not which system prompt...

#agents #ai #api #security
Comments
1 min read
New edition of Proof, Not Promises is live.
mosiddi profile

New edition of Proof, Not Promises is live.

Comments
1 min read
[Part 5] 20 Hard Questions About AI Agent Governance That Nobody Is Asking
mosiddi profile

[Part 5] 20 Hard Questions About AI Agent Governance That Nobody Is Asking

#architecture #humanintheloop #artificialgeneralint #aiethics
Comments
3 min read
If you want to understand what Agent Governance Toolkit actually does, this is the best place to start. This video explains...
mosiddi profile

If you want to understand what Agent Governance Toolkit actually does, this is the best place to start. This video explains...

Comments
1 min read
[Part 4] 20 Hard Questions About AI Agent Governance That Nobody Is Asking
mosiddi profile

[Part 4] 20 Hard Questions About AI Agent Governance That Nobody Is Asking

#decisionbom #agentgovernancetoolk #agentos #agt
Comments
2 min read
[Part 3] 20 Hard Questions About AI Agent Governance That Nobody Is Asking
mosiddi profile

[Part 3] 20 Hard Questions About AI Agent Governance That Nobody Is Asking

#decisionbom #agentmesh #agentos #agt
Comments
3 min read
[Part 2] 20 Hard Questions About AI Agent Governance That Nobody Is Asking
mosiddi profile

[Part 2] 20 Hard Questions About AI Agent Governance That Nobody Is Asking

#agentos #aigovernance #agenticai #scalebysubtraction
Comments
2 min read
20 Hard Questions About AI Agent Governance That Nobody Is Asking
mosiddi profile

20 Hard Questions About AI Agent Governance That Nobody Is Asking

#agentos #aigovernance #scalebysubtraction #cybersecurity
Comments
3 min read
Governing Google ADK Agents with Microsoft’s Open-Source Toolkit: A GCP-Native Guide
mosiddi profile

Governing Google ADK Agents with Microsoft’s Open-Source Toolkit: A GCP-Native Guide

#cybersecurity #aiarchitecture #agenticai #googlecloud
Comments
4 min read
Running AI Agent Governance on AWS, No Azure Required
mosiddi profile

Running AI Agent Governance on AWS, No Azure Required

#agt #agentgovernancetoolk #gcp #azure
Comments
5 min read
Observability for Non-Deterministic Systems: A Framework for AI Agent Reliability
mosiddi profile

Observability for Non-Deterministic Systems: A Framework for AI Agent Reliability

#systemreliability #llmops #agenticai #observability
Comments
3 min read
Securing AI agents with agent governance
mosiddi profile

Securing AI agents with agent governance

#opensource #artificialintelligen #agentmesh #aiagentgovernance
Comments 1
10 min read
OpenShell + Governance Toolkit: Engineering the Complete Agent Security Stack
mosiddi profile

OpenShell + Governance Toolkit: Engineering the Complete Agent Security Stack

#openclaw #openshell #agentreliability #aiagentgovernance
Comments
3 min read
Running 11 AI Agents in Production: How the Agent Governance Toolkit Secures Our Workflows
mosiddi profile

Running 11 AI Agents in Production: How the Agent Governance Toolkit Secures Our Workflows

#aigovernance #agentos #agentmesh #devsecops
Comments
4 min read
Engineering the Agent Hypervisor: OS Primitives for Multi-Agent Systems
mosiddi profile

Engineering the Agent Hypervisor: OS Primitives for Multi-Agent Systems

#agenthypervisor #aiarchitecture #agentos #agentmesh
Comments
3 min read
The Architect’s Dilemma: Skills, Agents, or an Operating System?
mosiddi profile

The Architect’s Dilemma: Skills, Agents, or an Operating System?

#sreagent #agenthypervisor #agentos #agentmesh
Comments
3 min read
Engineering Safety: A Layered Governance Architecture for GitHub
mosiddi profile

Engineering Safety: A Layered Governance Architecture for GitHub

#aisafety #githubcopilot #aiguardrails #agenticai
Comments
2 min read
Why Your AI Agents Need Passports: Building Cryptographic Trust into Dify’s Visual Workflows
mosiddi profile

Why Your AI Agents Need Passports: Building Cryptographic Trust into Dify’s Visual Workflows

#aigovernance #dify #cybersecurity #agenticai
Comments
2 min read
The End of Implicit Trust: Bringing Cryptographic Identity to LlamaIndex Agents
mosiddi profile

The End of Implicit Trust: Bringing Cryptographic Identity to LlamaIndex Agents

#agentmesh #llamaindex #enterpriseai #aicrypto
Comments
2 min read
I Accidentally Built a Spam Bot: The Engineering Lessons from -16 Karma
mosiddi profile

I Accidentally Built a Spam Bot: The Engineering Lessons from -16 Karma

#moltbook #agentos #agentmesh #agentkernel
Comments
3 min read
The Agentic Mirror: When System Architecture Meets Model Design
mosiddi profile

The Agentic Mirror: When System Architecture Meets Model Design

#llm #aiarchitecture #scalebysubtraction #grok
Comments
4 min read
Moltbook is the Party. AgentMesh is the Bouncer. 🦞🛡️
mosiddi profile

Moltbook is the Party. AgentMesh is the Bouncer. 🦞🛡️

#moltbook #agentmesh #security #ai
Comments
3 min read
Zero Trust for AI Agents: Why I Built a "Handshake Protocol" (IATP)
mosiddi profile

Zero Trust for AI Agents: Why I Built a "Handshake Protocol" (IATP)

#agents #ai #cybersecurity #security
Comments
3 min read
The “Assembly Language” Era of AI Agents is Over. It’s Time for an OS.
mosiddi profile

The “Assembly Language” Era of AI Agents is Over. It’s Time for an OS.

#timetraveldebugging #agentos #scalebysubtraction #microsoftresearch
Comments
2 min read
VS Code Extension - Agent OS

GitHub Copilot CLI Challenge Submission
mosiddi profile

VS Code Extension - Agent OS

#devchallenge #githubchallenge #cli #githubcopilot
4
Comments 1
2 min read
Your Agent Doesn't Have "Memory." It Just Has a Search Engine.
mosiddi profile

Your Agent Doesn't Have "Memory." It Just Has a Search Engine.

#showdev #agents #ai #rag
1
Comments 2
3 min read
Stop Hardcoding Tools into Your Agents: Introducing ATR
mosiddi profile

Stop Hardcoding Tools into Your Agents: Introducing ATR

#showdev #agents #ai #architecture
Comments 1
3 min read
Stop Appending to Your Prompt: Implementing a "Garbage Collector" for AI Agents
mosiddi profile

Stop Appending to Your Prompt: Implementing a "Garbage Collector" for AI Agents

#showdev #agents #ai #llm
Comments
3 min read
The Accumulation Paradox: Architecting Sustainable Agentic Systems
mosiddi profile

The Accumulation Paradox: Architecting Sustainable Agentic Systems

#selfcorrectingai #differentialauditing #agentkernel #scalebysubtraction
Comments
5 min read
Debugging Agents is Tough: How I Built a "Flight Recorder" for AI Kernel
mosiddi profile

Debugging Agents is Tough: How I Built a "Flight Recorder" for AI Kernel

#showdev #agents #llm #monitoring
Comments
3 min read
Memory is an Action, Not a Database: Reflections on GitHub Copilot’s New Agentic System
mosiddi profile

Memory is an Action, Not a Database: Reflections on GitHub Copilot’s New Agentic System

#agents #ai #architecture #github
Comments
3 min read
Inside Loop 2: Catching the "Lazy" Agent with the Outcome Analyzer
mosiddi profile

Inside Loop 2: Catching the "Lazy" Agent with the Outcome Analyzer

#agents #ai #architecture #llm
Comments 1
3 min read
The "Kernel" release of the Agent Control Plane is finally here.
mosiddi profile

The "Kernel" release of the Agent Control Plane is finally here.

#agents #architecture #opensource #security
Comments
3 min read
The Agent Control Plane: Why Intelligence Without Governance Is a Bug
mosiddi profile

The Agent Control Plane: Why Intelligence Without Governance Is a Bug

#agenticai #opensource #aisafety #aiarchitecture
Comments 2
5 min read
Context Engineering (Part 3): The Frugal Architect
mosiddi profile

Context Engineering (Part 3): The Frugal Architect

#scalebysubtraction #llmops #engineeringleadershi #finops
Comments 2
3 min read
Context Engineering (Part 2): The Temporal Index
mosiddi profile

Context Engineering (Part 2): The Temporal Index

#aiarchitecture #knowledgemanagement #contextengineering #scalebysubtraction
Comments 1
3 min read
Context Engineering (Part 1): The Architecture of Recall
mosiddi profile

Context Engineering (Part 1): The Architecture of Recall

#dataengineering #rags #informationretrieval #vectorsearch
Comments 1
3 min read
The Mute Agent: Why Your AI Needs to Shut Up and Listen to the Graph
mosiddi profile

The Mute Agent: Why Your AI Needs to Shut Up and Listen to the Graph

#agents #ai #architecture #llm
1
Comments 5
3 min read
Stop Dumping Junk into Your Context Window: The Case for Multidimensional Knowledge Graphs
mosiddi profile

Stop Dumping Junk into Your Context Window: The Case for Multidimensional Knowledge Graphs

#architecture #llm #rag
Comments
4 min read
Stop Drowning Your LLMs: The Case for the Multidimensional Knowledge Graph
mosiddi profile

Stop Drowning Your LLMs: The Case for the Multidimensional Knowledge Graph

#ai #architecture #llm #rag
Comments
4 min read
The Agentic Architect Series: Part 3
mosiddi profile

The Agentic Architect Series: Part 3

#multiagentsystems #headlessagents #promptengineering #cybersecurity
Comments
2 min read
The Agentic Architect Series: Part 4
mosiddi profile

The Agentic Architect Series: Part 4

#selfhealingsystems #distributedsystems #cognitivearchitect #complexadaptivesyste
Comments
3 min read
The End of the Text Box: Architecting the Universal Signal Bus for AI
mosiddi profile

The End of the Text Box: Architecting the Universal Signal Bus for AI

#agents #ai #architecture
Comments
4 min read
The Agentic Architect Series: Part 2
mosiddi profile

The Agentic Architect Series: Part 2

#semanticfirewall #vectordatabase #agenticrag #graphdatabase
Comments
3 min read
loading...