2026

What Anthropic is describing is the weaker version of this technique: applied externally, without pe

“What Anthropic is describing is the weaker version of this technique: applied externally, without permission, at an adversarial scale. Yet 16 million exchanges suggest MiniMax found the weaker versio…

AI
IT System Maintenance in the age of AI

IT System Maintenance in the age of AI Introduction - The Maintenance Trap in IT You don’t need to be in the IT industry for long to have witnessed this firsthand. Even non-IT users do. Those systems …

AISoftwareEngineeringCloudArchitecture
🔧 𝗧𝗵𝗲 𝗠𝗮𝗶𝗻𝘁𝗲𝗻𝗮𝗻𝗰𝗲 𝗧𝗿𝗮𝗽: 𝗪𝗵𝘆 𝗬𝗼𝘂𝗿 𝗜𝗧 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 𝗔𝗿𝗲 𝗠𝗼𝗿𝗲 𝗟𝗶𝗸𝗲 𝗣𝗹𝗮𝗻𝘁𝘀 𝗧𝗵𝗮𝗻 𝗦𝘁𝗼𝗻𝗲𝘀

🔧 𝗧𝗵𝗲 𝗠𝗮𝗶𝗻𝘁𝗲𝗻𝗮𝗻𝗰𝗲 𝗧𝗿𝗮𝗽: 𝗪𝗵𝘆 𝗬𝗼𝘂𝗿 𝗜𝗧 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 𝗔𝗿𝗲 𝗠𝗼𝗿𝗲 𝗟𝗶𝗸𝗲 𝗣𝗹𝗮𝗻𝘁𝘀 𝗧𝗵𝗮𝗻 𝗦𝘁𝗼𝗻𝗲𝘀 After years of watching organizations struggle with outdated systems, I’ve written about a pattern we all know too well, th…

AISoftwareEngineeringCloudArchitecture
From my perspective balancing AI Agents Agency with Control is one of the most important themes for

From my perspective balancing AI Agents Agency with Control is one of the most important themes for 2026. We need to get this right both as builders and users for AI Agentic systems. Anthropic’s study…

AIAIAgents
𝗠𝗖𝗣 𝗧𝗼𝗼𝗹 𝗖𝗵𝗮𝗼𝘀 - 𝗴𝗼𝘁 𝗹𝗼𝘀𝘁 𝗶𝗻 𝗮𝘂𝘁𝗵𝗲𝗻𝘁𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗴𝗼𝘃𝗲𝗿𝗻𝗮𝗻𝗰𝗲?!

𝗠𝗖𝗣 𝗧𝗼𝗼𝗹 𝗖𝗵𝗮𝗼𝘀 - 𝗴𝗼𝘁 𝗹𝗼𝘀𝘁 𝗶𝗻 𝗮𝘂𝘁𝗵𝗲𝗻𝘁𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗴𝗼𝘃𝗲𝗿𝗻𝗮𝗻𝗰𝗲?! Agentic coding has become reality for developers everywhere 🚀. Tools like Anthropic’s Claude Code and Amazon’s Kiro are leading the charge,…

AIAgentsMCPSecurityAWS
🎯 'How do we pick the RIGHT AI agent use case?

🎯 “How do we pick the RIGHT AI agent use case? This is the question I hear most from customers exploring agentic AI. Here’s the mechanism I run through together with the customer: The 4-Quadrant Evalu…

AIAIAgentsArchitecture
Passing on control to your AI coding agent team entirely?

Passing on control to your AI coding agent team entirely? Anthropic researcher Nicholas Carlini conducted a stress test of their Claude Opus 4.6 model by deploying 16 parallel AI agents to build a C c…

AIAIAgentsSoftwareEngineering
Kiro Subagents: Scaling Development with Specialized AI Agents

Kiro Subagents: Scaling Development with Specialized AI Agents When you’re building complex software, context management tends to become your bottleneck. Your AI agent is juggling frontend components,…

AIAIAgentsDeveloperToolsSoftwareEngineering
AI coding has quickly developed from an interesting research project to an important tool in the belt

AI coding has quickly developed from an interesting research project to an important tool in the belt of most software developers, Stack Overflow’s 2025 Developer Survey found 84% of respondents using…

AIAIAgentsDeveloperTools
🚀 Caught up on AWS’s open-sourcing of API models in Smithy format (slipped my radar earlier this year, but timeless value!).

🚀 Caught up on AWS’s open-sourcing of API models in Smithy format (slipped my radar earlier this year, but timeless value!). There is a GitHub Repository [4] available with AWS API smithy models for 2…

AWSAIAgentsAPIOpenSource