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Shuvo

Architecting Agentic Systems

Location Sherbrooke, Qauebec Joined Joined on  Personal website https://ixuvo.com twitter website

Education

BU

Work

AI Innovation and Implementation

Deep Dive: Mitigating the Metabase SQL Injection Zero-Day in Cloud and Self-Hosted Environments

Deep Dive: Mitigating the Metabase SQL Injection Zero-Day in Cloud and Self-Hosted Environments

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10 min read
The Rise of AI-Native Venture Studios: Redefining Software Engineering Economics

The Rise of AI-Native Venture Studios: Redefining Software Engineering Economics

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8 min read
Self-Hosted Compute Boundaries and Cross-Session Coordination: Inside Claude Code v2.1.224

Self-Hosted Compute Boundaries and Cross-Session Coordination: Inside Claude Code v2.1.224

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8 min read
Architecting the Dedicated AI Gateway: Inside Azure API Management's Model and MCP Governance Tier

Architecting the Dedicated AI Gateway: Inside Azure API Management's Model and MCP Governance Tier

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9 min read
Bridging the PM-IDE Divide: GitHub Copilot Cloud Agent for Linear Hits General Availability

Bridging the PM-IDE Divide: GitHub Copilot Cloud Agent for Linear Hits General Availability

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9 min read
Stripe's Kai Architecture: Designing a Company-Wide Agent Framework on LangChain and Deep Agents

Stripe's Kai Architecture: Designing a Company-Wide Agent Framework on LangChain and Deep Agents

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9 min read
Mitigating the Code Review Backlog: How AI-Generated PRs Are Straining Engineering Organizations

Mitigating the Code Review Backlog: How AI-Generated PRs Are Straining Engineering Organizations

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8 min read
Unauthenticated God-Mode: Bypassing the Patch in N-central RMM via CVE-2026-18577

Unauthenticated God-Mode: Bypassing the Patch in N-central RMM via CVE-2026-18577

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9 min read
Behind the Anthropic Containment Breach: Engineering Lessons from Claude's Real-World Hacking Exploits

Behind the Anthropic Containment Breach: Engineering Lessons from Claude's Real-World Hacking Exploits

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9 min read
Architecting Autonomous Security: Engineering Closed-Loop Mitigation with Project Perception and MAI-Cyber-1-Flash

Architecting Autonomous Security: Engineering Closed-Loop Mitigation with Project Perception and MAI-Cyber-1-Flash

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10 min read
Model Context Protocol 2.0: Architecting Stateless, Enterprise-Scale Agent Infrastructure

Model Context Protocol 2.0: Architecting Stateless, Enterprise-Scale Agent Infrastructure

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10 min read
Unlocking 2x Performance in Kotlin Coroutines with Android Gradle Plugin 9.2.0 and R8

Unlocking 2x Performance in Kotlin Coroutines with Android Gradle Plugin 9.2.0 and R8

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9 min read
Scaling Agentic RL: Decoupling Trajectory Generation with Google's Tunix

Scaling Agentic RL: Decoupling Trajectory Generation with Google's Tunix

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8 min read
TigerBeetle Core System Architecture: Deconstructing Performance Engineering and the Power of Custom Interfaces

TigerBeetle Core System Architecture: Deconstructing Performance Engineering and the Power of Custom Interfaces

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9 min read
Analyzing CVE-2026-6875: Defending ServiceNow AI Platform Against Active Sandbox Escape Exploits

Analyzing CVE-2026-6875: Defending ServiceNow AI Platform Against Active Sandbox Escape Exploits

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10 min read
CNCF Graduates OpenTelemetry: The Architectural Blueprint for Enterprise Observability Standards

CNCF Graduates OpenTelemetry: The Architectural Blueprint for Enterprise Observability Standards

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8 min read
Implementing Secure-by-Design Principles in Modern Web and API Architectures

Implementing Secure-by-Design Principles in Modern Web and API Architectures

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8 min read
Mitigating PLC Logic Tampering: Hardening Critical Infrastructure Against Configuration Exploitation

Mitigating PLC Logic Tampering: Hardening Critical Infrastructure Against Configuration Exploitation

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11 min read
Operationalizing Agentic AI: An Engineering Guide to OpenAI Presence

Operationalizing Agentic AI: An Engineering Guide to OpenAI Presence

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9 min read
Stateful AI Agent Orchestration on Kubernetes: The 2026 Agent Sandbox and GPU Scheduling Playbook

Stateful AI Agent Orchestration on Kubernetes: The 2026 Agent Sandbox and GPU Scheduling Playbook

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9 min read
Optimizing Edge Model Inference with In-Place Tokenizer Expansion

Optimizing Edge Model Inference with In-Place Tokenizer Expansion

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10 min read
Transitioning to Memory-Safe Architectures: A Pragmatic Engineering Roadmap

Transitioning to Memory-Safe Architectures: A Pragmatic Engineering Roadmap

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9 min read
Balancing Threat Mitigation and Platform Evolution: The July 2026 Engineering Operations Briefing

Balancing Threat Mitigation and Platform Evolution: The July 2026 Engineering Operations Briefing

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6 min read
Bridging the Gap Between Rapid Framework Adoption and Secure-by-Design Mandates

Bridging the Gap Between Rapid Framework Adoption and Secure-by-Design Mandates

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4 min read
Operationalizing Zero-Trust Vulnerability Remediation: Bridging Infrastructure Security and Application Platforms

Operationalizing Zero-Trust Vulnerability Remediation: Bridging Infrastructure Security and Application Platforms

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9 min read
Balancing Modernization and Mitigation: An Engineering Leader's Guide to System Hardening

Balancing Modernization and Mitigation: An Engineering Leader's Guide to System Hardening

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8 min read
Beyond Reactive Patching: Integrating Authoritative Threat Intelligence into Platform Engineering

Beyond Reactive Patching: Integrating Authoritative Threat Intelligence into Platform Engineering

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4 min read
Secure by Design: Hardening API Gateways Against Memory Exploits and Logic Flaws

Secure by Design: Hardening API Gateways Against Memory Exploits and Logic Flaws

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4 min read
Mitigating Zero-Day Vulnerabilities: Architectural Patterns for Engineering Leaders

Mitigating Zero-Day Vulnerabilities: Architectural Patterns for Engineering Leaders

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4 min read
Operationalizing CISA Threat Intelligence in Modern Developer Workflows

Operationalizing CISA Threat Intelligence in Modern Developer Workflows

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5 min read
Hardening API Gateways: Bridging CISA Hardening Guidelines with Modern API Security

Hardening API Gateways: Bridging CISA Hardening Guidelines with Modern API Security

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4 min read
Securing the Edge: Mitigating Infrastructure Vulnerabilities with Zero Trust and Passkeys

Securing the Edge: Mitigating Infrastructure Vulnerabilities with Zero Trust and Passkeys

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4 min read
Analyzing Moonshot AI's Kimi K3: What a 2.8-Trillion Parameter Open-Weights Model Means for Your Infrastructure

Analyzing Moonshot AI's Kimi K3: What a 2.8-Trillion Parameter Open-Weights Model Means for Your Infrastructure

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5 min read
Analyzing Bun's Rapid AI-Driven Rewrite from Zig to Rust and the Fallout of the '11-Day Migration'

Analyzing Bun's Rapid AI-Driven Rewrite from Zig to Rust and the Fallout of the '11-Day Migration'

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5 min read
Securing the Boundary: Mitigating Zero-Day Vulnerabilities in Modern API Gateways

Securing the Boundary: Mitigating Zero-Day Vulnerabilities in Modern API Gateways

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4 min read
AWS Integrates Native Multi-Cloud Support for Microsoft Azure and Launches GuardDuty AI Protection in Security Hub

AWS Integrates Native Multi-Cloud Support for Microsoft Azure and Launches GuardDuty AI Protection in Security Hub

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5 min read
Architecting Secure etcd Encryption: Analyzing the Vault Kubernetes KMS v2 Beta

Architecting Secure etcd Encryption: Analyzing the Vault Kubernetes KMS v2 Beta

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5 min read
Surviving the 622-CVE Patch Tuesday: How to Handle High-Volume Rollups and Microsoft's Metadata Shift

Surviving the 622-CVE Patch Tuesday: How to Handle High-Volume Rollups and Microsoft's Metadata Shift

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4 min read
Securing AI Orchestrators: Mitigating the Langflow IDOR Vulnerability (CVE-2026-55255)

Securing AI Orchestrators: Mitigating the Langflow IDOR Vulnerability (CVE-2026-55255)

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5 min read
Architectural Deep Dive: Migrating to OpenAI's GPT-5.6 Sol, Terra, and Luna

Architectural Deep Dive: Migrating to OpenAI's GPT-5.6 Sol, Terra, and Luna

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5 min read
Retiring Kerberos RC4: Mitigating Kerberoasting and Preparing for the July 2026 Enforcement

Retiring Kerberos RC4: Mitigating Kerberoasting and Preparing for the July 2026 Enforcement

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6 min read
Daily Technology Operations Briefing: Mitigating Edge Vulnerabilities and Hardening API Gateways

Daily Technology Operations Briefing: Mitigating Edge Vulnerabilities and Hardening API Gateways

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4 min read
Mesh LLM Launches P2P Distributed Inference Over the iroh Networking Layer

Mesh LLM Launches P2P Distributed Inference Over the iroh Networking Layer

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8 min read
Scaling Beyond Single-Site Limits: Inside WhiteFiber's 111.2 Tbps Cross-Data-Center AI Architecture

Scaling Beyond Single-Site Limits: Inside WhiteFiber's 111.2 Tbps Cross-Data-Center AI Architecture

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3 min read
New Vulnerability 'Rogue Agent' Highlights AI Agent Security Risks in Cloud Platforms

New Vulnerability 'Rogue Agent' Highlights AI Agent Security Risks in Cloud Platforms

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3 min read
The Evolving Role of RAG in Agentic AI Systems

The Evolving Role of RAG in Agentic AI Systems

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3 min read
API Security for the Agentic Era: Protecting Autonomous AI Workflows

API Security for the Agentic Era: Protecting Autonomous AI Workflows

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3 min read
New Tooling Streamlines Prompt-to-Production Development for AI Coding Agents

New Tooling Streamlines Prompt-to-Production Development for AI Coding Agents

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3 min read
AWS Launches Self-Hosted Claude Apps Gateway to Centralize Governance of AI Coding Agents

AWS Launches Self-Hosted Claude Apps Gateway to Centralize Governance of AI Coding Agents

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3 min read
Quantum Computing & Quantum-Safe Security: The Race to 2029

Quantum Computing & Quantum-Safe Security: The Race to 2029

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3 min read
Zero Trust in DevSecOps: Securing the Modern Software Delivery Pipeline

Zero Trust in DevSecOps: Securing the Modern Software Delivery Pipeline

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2 min read
95% of AI Agent Pilots Deliver Zero ROI. Here's What Actually Works in Production

95% of AI Agent Pilots Deliver Zero ROI. Here's What Actually Works in Production

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3 min read
The AI Bubble and the Future of Work: What Professionals Should Prepare For

The AI Bubble and the Future of Work: What Professionals Should Prepare For

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3 min read
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