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

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New edition of Proof, Not Promises is live.
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New edition of Proof, Not Promises is live.

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

#architecture #humanintheloop #artificialgeneralint #aiethics
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3 min read
If you want to understand what Agent Governance Toolkit actually does, this is the best place to start. This video explains...
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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
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[Part 4] 20 Hard Questions About AI Agent Governance That Nobody Is Asking

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

GitHub Copilot CLI Challenge Submission
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VS Code Extension - Agent OS

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

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

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

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

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

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

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

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

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

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

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

#aiarchitecture #knowledgemanagement #contextengineering #scalebysubtraction
Comments 1
3 min read
Context Engineering (Part 1): The Architecture of Recall
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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
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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
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Stop Dumping Junk into Your Context Window: The Case for Multidimensional Knowledge Graphs

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

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

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

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

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

#semanticfirewall #vectordatabase #agenticrag #graphdatabase
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3 min read
The Agentic Architect Series: Part 1
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The Agentic Architect Series: Part 1

#largereasoningmodels #inferencecost #scalebysubtraction #llmops
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3 min read
Beyond the Chatbot: Architecture for Production-Grade Agents (Context as a Service)
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Beyond the Chatbot: Architecture for Production-Grade Agents (Context as a Service)

#agents #ai #architecture #llm
1
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3 min read
The Wisdom Curator: How to Scale Human Oversight for Autonomous Agents
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The Wisdom Curator: How to Scale Human Oversight for Autonomous Agents

#probabilisticprogram #selflearning #aiautonomousagents #humanintheloop
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3 min read
Stop Begging for Feedback: Why "Silent Signals" Are the Future of AI Learning
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Stop Begging for Feedback: Why "Silent Signals" Are the Future of AI Learning

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3 min read
The End of "Chat": Why AI Interfaces Must Be Polymorphic
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The End of "Chat": Why AI Interfaces Must Be Polymorphic

#agents #design #ui
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3 min read
The Death of TDD: Why "Evaluation Engineering" is the New Source Code
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The Death of TDD: Why "Evaluation Engineering" is the New Source Code

1
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3 min read
Stop Begging Your AI to Be Safe: The Case for Constraint Engineering
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Stop Begging Your AI to Be Safe: The Case for Constraint Engineering

#softwareengineering #agents #security #ai
2
Comments
4 min read
The Self-Evolving Agent (Part 5): Beyond the Chatbot-The Polymorphic Interface
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The Self-Evolving Agent (Part 5): Beyond the Chatbot-The Polymorphic Interface

#ambientcomputing #humancomputerinterac #voiceui #scalebysubtraction
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3 min read
The Agent Orchestration Layer: Managing the Swarm
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The Agent Orchestration Layer: Managing the Swarm

#microservices #aiarchitecture #agentswarm #scalebysubtraction
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3 min read
The Self-Evolving Agent (Part 3): The Human in the Loop
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The Self-Evolving Agent (Part 3): The Human in the Loop

#architecture #aigovernance #evaluation #engineeringleadershi
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4 min read
The Self-Evolving Agent (Part 2): Engineering the Signal
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The Self-Evolving Agent (Part 2): Engineering the Signal

#userexperience #datascience #aiengineering #productanalytics
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4 min read
Beyond Fine-Tuning: Architecting the Self-Evolving Agent
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Beyond Fine-Tuning: Architecting the Self-Evolving Agent

#aiautonomousagents #aiarchitecture #mlops #graphrag
2
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4 min read
Scale by Subtraction (Part 3): The Economics of AI Product Strategy
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Scale by Subtraction (Part 3): The Economics of AI Product Strategy

#techstrategy #llmops #engineeringeconomics #aiproductstrategy
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4 min read
Scale by Subtraction (Part 2): Redefining the Engineering Organization
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Scale by Subtraction (Part 2): Redefining the Engineering Organization

#devex #techhiringtrend #futureofwork #engineeringmanagemen
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4 min read
Scale by Subtraction: An Engineering Leader’s View on Practical AI
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Scale by Subtraction: An Engineering Leader’s View on Practical AI

#practicalai #llmops #architecture #engineeringleadershi
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4 min read
The Hardest Migration: Moving Petabytes of Data While It Changes
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The Hardest Migration: Moving Petabytes of Data While It Changes

#elasticsearch #highavailability #resileince #upgrade
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2 min read
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