AWS Explores MCP Tool Design Tradeoffs
AWS outlines common pitfalls in MCP tool design and offers practical strategies to improve performance and reduce context bloat.
Software
262 articles
The tools, frameworks, and platforms developers use to build with AI — coding assistants, agent frameworks, APIs, and developer tooling, with the updates that change how you ship.
LATEST NEWS
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AMD Introduces FlyDSL for High-Performance GPU Kernel Development
AMD released FlyDSL, a Python DSL for GPU kernel development, enabling performance matching hand-tuned C++ kernels with reduced complexity. The tool is tested on AMD Instinct MI355X GPU using ROCm 7.2.2.
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Mistral Studio Offers Governance for AI Prompts and Skills
Mistral announced on July 9, 2026, that Studio provides a centralized system of record for managing AI prompts and skills, ensuring traceability and compliance.
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Anthropic Introduces Claude Reflection Feature
Anthropic launched a new reflection tool for Claude users, offering insights into AI integration in daily life, available in beta for Free, Pro, and Max users.
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Ollama Raises $65M in Series B, Grows to Nearly 9M Users
Ollama, the open-source AI developer tool, raised $65 million in Series B funding, growing its user base to nearly 9 million.
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AWS Launches Claude Apps Gateway for Centralized Control
AWS announced the Claude apps gateway, offering centralized access, cost, and policy management for Claude Code and Desktop. The tool replaces manual credential distribution and enables spend tracking.
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Prime Intellect Raises $130M Series A to Help Enterprises Build AI Agents
Prime Intellect, a startup focused on AI agent development, raised $130 million in Series A funding at a $1 billion valuation, with Radical Ventures leading the round.
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AMD Introduces SGLang-ATOM for ROCm-Native LLM Inference
AMD's SGLang-ATOM bridges SGLang serving with ROCm-native execution for AMD Instinct GPUs, offering performance improvements on MI355X and MI308X.
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AMD Enhances JAX-Triton Support for Gluon and Kernel Launch
AMD improved JAX-Triton to support most Triton features, allowing users to run nearly any Triton or Gluon kernel in JAX with minimal changes.
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Amazon Bedrock Powers Automated Email Management for Public Sector
Amazon Bedrock enables public sector organizations to automatically sort and prioritize emails, improving response times by 40% in pilot tests.
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Google Deepmind Expands Gemini API with New Features
Google Deepmind has added four new features to Gemini API managed agents, including background execution and MCP support, as of July 8, 2026.
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Jamf AI Governance Integrates with Amazon Bedrock for Mac Management
Jamf, trusted by over 78,000 organizations, now allows enterprises to centrally manage AI applications like Claude Code and OpenAI Codex on Macs using Amazon Bedrock.