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10:20
2026-07-23
dev.to
ai-infrastructure

MCP Just Killed the Handshake (Your Server Is Next)

Anthropic's Model Context Protocol (MCP) is finalizing its specification on July 28, dropping the initialize handshake and session IDs to eliminate sticky routing and shared state stores, making MCP behave like ordinary …

09:01
2026-07-23
dev.to
artificial-intelligence

Do You Need an MCP Server for Your Product?

A developer argues that building an MCP server is only necessary if external AI agents need to directly call a product's actions on a user's behalf. For most SaaS products, a standard REST API with an OpenAPI spec provid…

09:00
2026-07-23
businessinsider.com
artificial-intelligence

How Amazon weaned Alexa off Anthropic's pricey models to slash AI costs

Amazon has redesigned Alexa to rely less on Anthropic's Claude models, part of a sweeping effort to lower AI costs, according to internal documents reviewed by Business Insider. The initiatives were expected to more than…

08:08
2026-07-23
byteiota.com
artificial-intelligence

GLM 5.2: Open-Weight Coding Model Beats GPT-5.5 at 1/6 the Cost

Z.ai released GLM-5.2, an open-weight coding model under MIT license, scoring 62.1 on SWE-bench Pro against GPT-5.5's 58.6 at roughly one-sixth the cost ($0.95 per million input tokens via OpenRouter). The model also lea…

05:09
2026-07-23
latent.space
artificial-intelligence

Inside the Model Factory — Eiso Kant, Poolside AI

Poolside AI co-founder Eiso Kant says the company has built a Model Factory that can take a model from pre-training to release in eight weeks, running 10,000–20,000 experiments per month with fewer than 70 researchers. K…

01:54
2026-07-23
github.com
ai-agents

Show HN: AgentNest, self-hosted sandboxes for AI agents

AgentNest, an open-source runtime for secure AI agent execution, provides self-hosted sandboxes with disposable, policy-controlled environments for Python, shell commands, files, packages, browsers, GPUs, and Git work. T…

00:00
2026-07-23
rocm.blogs.amd.com
artificial-intelligence

Hyperloom - Autonomous Agentic Inference Optimization for AMD GPUs

AMD introduced ROCm Hyperloom, an open-source agentic system that automates inference workload optimization for AMD Instinct GPUs, reducing optimization time from weeks to hours. The system uses a multi-agent architectur…

00:00
2026-07-23
mindstudio.ai
artificial-intelligence

Why "AI Consultant" Is the Smarter Way to Make Money With Claude

A Claude AI consultant role is emerging as a more sustainable career path than running an AI agency, according to the article, because companies have bought AI tools but lack in-house skills to make them work. A widely c…

00:00
2026-07-23
vercel.com
ai-tools

Vercel MCP can now deploy code

Vercel's MCP server can now deploy code directly to a new or existing project, allowing AI assistants to ship code and return a shareable URL without leaving the chat. The deploy_to_vercel tool creates the project, detec…

00:00
2026-07-23
jasonrobert.dev
artificial-intelligence

News Summary for July 23, 2026

OpenAI launched OpenAI Presence, an enterprise platform that integrates AI agents with internal corporate systems for customer service and sales automation, marking its pivot from model provider to full-stack software co…

00:00
2026-07-23
labyrinthanalyticsconsulting.com
ai-tools

Why durable knowledge needed its own store

LoreConvo has launched LoreDocs, a dedicated local document store that lets AI practitioners version, search, and retrieve structured artifacts such as schemas, experiment logs, and code snippets outside of chat sessions…

00:00
2026-07-23
newsroom.amd.com
artificial-intelligence

AAI 2026: AMD Delivers Full-Stack Compute for the Agentic AI Era

AMD launched its next-generation AI infrastructure and physical AI portfolio at Advancing AI 2026, including AMD Helios rackscale solutions, which deliver up to 30% more inference tokens per dollar than the leading compe…

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