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Dev.to

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05:28
2026-07-25
dev.to
artificial-intelligence

Model Context Protocol Adopts Stateless Architecture

The Model Context Protocol (MCP) is adopting a stateless architecture in its upcoming release, removing protocol-level sessions to simplify deployment across standard cloud infrastructure. This archit…

05:28
2026-07-25
dev.to
artificial-intelligence

Microsoft Agent Framework Consolidation Impacts Enterprise AI

Microsoft consolidated its AI developer tools into a single Agent Framework, reaching general availability in early 2026. The move ends debates between Semantic Kernel, AutoGen, and Foundry, providing…

05:27
2026-07-25
dev.to
artificial-intelligence

Google reengineers data center hardware for AI agents

Google is overhauling its global data center architecture to support autonomous AI agents, which require persistent, multi-step processing. The company's facilities now process over 3 quadrillion toke…

05:27
2026-07-25
dev.to
artificial-intelligence

Quantum AI Memory Enhancement

A new research framework uses the geometry of quantum states to help quantum machine learning models retain previously acquired knowledge while simultaneously learning new tasks. The study introduces …

04:53
2026-07-25
dev.to
artificial-intelligence

I made my voice agent slower on purpose

A developer running a voice AI sales training platform intentionally slowed down their voice agent's pipeline to fix an interruption problem. The pipeline's p95 latency of 880 ms was fast enough that …

04:00
2026-07-25
dev.to
artificial-intelligence

AI Writes Code Now, So Why Is Everything Still Broken?

A developer argues that despite AI tools generating code faster, software quality is declining due to increased complexity and reduced human oversight. The developer warns that AI-generated code can i…

03:51
2026-07-25
dev.to
ai-agents

Cost Per Verified Success: Your Exit-0 Denominator Lies

A developer warns that cost-per-task dashboards for AI agents are misleading because they count exit code 0 as success, even when the agent silently fails. The fix is a 'cost per verified success' met…

03:50
2026-07-25
dev.to
artificial-intelligence

The Model Context Protocol (MCP) 🔥

Anthropic introduced the Model Context Protocol (MCP), an open standard that defines a common way for AI applications to connect to external tools, data sources, and services. MCP aims to solve the 'N…

03:32
2026-07-25
dev.to
artificial-intelligence

I Built a Durable AI Knowledge Base with Markdown and Git

A developer built a durable AI knowledge base using Markdown and Git, organizing information into a directory tree with distinct change contracts for each folder. The system separates raw sources, mai…

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