The AI cloud math is broken, and it’s creating a power shift within Big Tech

The Repository Is the Runtime

How much software-engineering knowledge can we compile into deterministic constraints so that model intelligence matters less?

2026-09-03 ·dev.to

AWS Lets Agent Builders Restrict Web Search to Approved, Recent Sources

AWS has added domain and publish-date filtering to the Web Search tool inside Amazon Bedrock AgentCore, according to the AWS Machine Learning Blog .

• AWS introduces domain and publish-date filtering for Web Search in AgentCore.
• Filters limit search to predetermined domains and recent sources.
• Enhances relevance, reliability, and security for AI agents.

2026-09-03 ·dev.to

Why Most Multi-Agent Systems Fail in Production (And How to Fix It)

Most multi-agent demos look impressive on stage. Then they hit production and fall apart. Here's the pattern: agents that "worked" in a Jupyter notebook start conflicting, retrying infinitely, or…

• Multi-agent systems fail in production due to lack of structured communication.
• Agents use plain text messages leading to misinterpretations and errors.
• Absence of retry mechanisms causes failures to halt or loop endlessly.

2026-09-03 ·dev.to

How to Stop Fighting Your AI Coding Assistant

I used to hate AI coding assistants. They felt like talking to a junior developer who had read the documentation once and forgot the rest.

• Treat AI assistants as probabilistic text generators, not oracles
• Break down complex tasks into smaller, manageable steps
• Provide clear context, style preferences, and constraints to guide AI

2026-09-03 ·dev.to

EPA proposal could leave the public in the dark on data center plans

• EPA proposal could remove public notification requirement for data center permits.
• Critics argue this hinders local residents' ability to learn about new data centers.
• EPA spokesperson claims proposal streamlines permitting for minor pollution sources.

2026-09-03 ·winnipegfreepress.com