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AI Architecture

20 articles in this category

AI NewsAI ArchitectureDevOps

Mastering AI Agent Tokenomics: Why Architecture Decides Your ROI

Discover how optimized agentic workflows reduce costs from $1.40 to $0.12 per run through strategic routing and token management.

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AI NewsAI ArchitectureGovernance

Balancing AI Autonomy and Governance: The Fast Path vs. Slow Path Architecture

AI architects must adopt fast and slow paths to prevent governance from becoming a structural bottleneck in multi-agent environments as systems scale.

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AI NewsAI ArchitectureSoftware Engineering

ACMI Protocol v1.2: Solving AI Fleet Coordination with Shared Memory

Mad EZ Media's ACMI Protocol v1.2 achieved zero communication drift across an AI fleet on April 28, 2026, using Redis-backed shared memory and RL loops.

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AI NewsCybersecurityAI Architecture

Orbix AI-SPM: Implementing Enterprise-Grade Runtime Security for AI Systems

Orbix AI-SPM provides open-source runtime security for AI systems, addressing critical vulnerabilities like prompt injection and tool abuse.

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AI NewsAI ArchitectureEnterprise Security

How to Securely Connect AI Agents to Enterprise Tools via MCP Runtime

88% to 95% of enterprise AI pilots fail; use an MCP runtime to secure agent execution and identity propagation across enterprise productivity tools.

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AI NewsAI ArchitectureDevOps

Harness Engineering: Building the Infrastructure Moat for AI Agents

Harness Engineering shifts focus from model upgrades to infrastructure, using the Evolve control plane to achieve production-grade AI agent reliability.

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AI NewsAI ArchitectureDevOps

Designing Production AI Agents: 5 Lessons from 6 Real-World Deployments

Tim Zinin shares architectural insights from running 6 production AI agents for 3 months on a $15 VPS, including a failure where an agent published 47 duplicate posts.

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AI NewsAI ArchitectureSoftware Engineering

Compiler-Style AI Pipeline for Book Generation: Lessons from 50K Books

AIWriteBook's compiler-inspired pipeline achieves a 34% export rate for books using customized outlines and structured character graphs.

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AI NewsData PrivacyAI Architecture

Tracking and Controlling Data Flows at Scale in GenAI: Meta’s Privacy-Aware Infrastructure

Meta scales its Privacy-Aware Infrastructure (PAI) to support generative AI development, enforcing privacy across complex data flows and enabling consistent policy enforcement.

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AI NewsE-CommerceAI Architecture

Google Launches Universal Commerce Protocol to Streamline AI Shopping

Google launched the Universal Commerce Protocol (UCP), an open standard designed to enable AI-driven shopping agents to complete transactions end-to-end, hoping to reduce fragmentation and improve user experience.

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AI NewsGenerative AIAI Architecture

SIMA 2 Uses Gemini and Self-Improvement to Generalize Across Unseen 3D and Photorealistic Worlds

Google DeepMind’s SIMA 2 agent, built on the Gemini model, demonstrates robust generalization across multiple 3D game environments and novel photorealistic settings.

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AI NewsMachine LearningAI Architecture

Meta Details GEM Ads Model Using LLM-Scale Training, Hybrid Parallelism, and Knowledge Transfer

Meta released details about its Generative Ads Model (GEM), achieving a 23x increase in effective FLOPs and improving ads recommendation.

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AI NewsApplication SecurityAI Architecture

Trustworthy Productivity: Securing AI Accelerated Development

Autonomous AI agents amplify productivity but can cause severe damage without safeguards. A single prompt deleting a production database highlights the need for robust security.

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AI NewsSecurityAI Architecture

GenAI Security: Defending Against Deepfakes and Automated Social Engineering

GenAI amplifies cybercrime with deepfakes and social engineering, eroding digital trust at scale.

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AI NewsAI ArchitectureMachine Learning

How MoE Models Outperform Transformers in Inference Speed Despite More Parameters

MoE models like Mixtral 8×7B use ~13B parameters per token, enabling faster inference than dense Transformers.

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AI NewsAI ArchitectureMulti-Agent Systems

Amazon Introduces A2A Protocol for Interoperable Multi-Agent Workflows

Amazon Bedrock AgentCore now supports the A2A protocol, enabling cross-framework agent communication in multi-agent systems.

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AI NewsGenerative AIAI Architecture

Anthropic Launches Sandboxed Claude Code with Web Access for Enhanced AI Coding Security

Anthropic released sandboxing and a web version of Claude Code, mitigating security risks associated with AI code generation and reducing developer approval fatigue.

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AI NewsAI ArchitectureGenerative AI

New Claude Haiku 4.5 Model Promises Faster Performance at One-Third the Cost

Anthropic’s Claude Haiku 4.5 delivers performance comparable to Sonnet 4 at one-third the cost and twice the speed.

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AI NewsAI ArchitecturePlatform Engineering

Inside the Architectures Powering Modern AI Systems: QCon San Francisco 2025

QCon San Francisco 2025 focuses on real-world AI architecture challenges, featuring insights from Netflix, Meta, Intuit, and Anthropic on building scalable, reliable AI systems and infrastructure.

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AI NewsLLMsAI Architecture

Teaching LLMs to Count: IBM's PD-SSM Breakthrough

IBM's PD-SSM model achieves 98.5% accuracy on state tracking tasks, addressing LLM limitations in sequential reasoning.

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