Tools News
AI tools are applications, APIs and developer resources built on top of AI models. This page tracks new launches, updates and productivity tools across the AI ecosystem.
1,422 articles · updated 24/7 from 100+ sources
How Octave built a secure multi-tenant AI foundation on Amazon Bedrock
In quality management for regulated industries, the institutional memory that resolves a problem is almost…
Access OpenAI GPT models on Amazon Bedrock from Canada with cross-Region inference
Canadian organizations building generative AI applications on Amazon Bedrock often need the latest foundation…
Discover tools at runtime with AWS Agent Registry
Runtime discovery with AWS Agent Registry can help address a problem that agent demos might hide. Hardcoded…
Securing AI agent identity with X.509 PKI on AWS
When AI agents access databases, APIs, and sensitive business operations, establishing cryptographic identity…
How Eon built multi-cloud investigation with an MCP Gateway on Amazon Bedrock AgentCore
This is a guest post co-written with Roei Zavida from Eon. Independent software vendors (ISVs) building…
Build a semantic layer for agentic AI on AWS with Denodo and Amazon Bedrock AgentCore
Agentic AI applications need governed access to live enterprise data. That data can live in operational…
Build a semantic layer for agentic AI on AWS with Strategy Mosaic and Amazon Bedrock AgentCore
This post is co-written with Zhili Cheng, Principal Product Manager, George Earle, Director, AI Engineering,…
Build a semantic layer for agentic AI on AWS with AtScale and Amazon Bedrock AgentCore
In the first post in this series, we built a semantic layer on AWS using Stardog’s knowledge graph over…
Use one Zapier MCP server across all your AI tools
Most teams don't stick to one AI tool. Your support team works in Claude, a few people swear by ChatGPT, and…
My obituary for programming
My obituary for programming Jeremy Scheff poignantly captures the key loss caused by coding agents for career…
Structured outputs for Anthropic Claude models on Amazon Bedrock
Amazon Bedrock now supports structured outputs for all Anthropic Claude models, on both the bedrock-runtime…
Developers can now access SageMaker Studio through the new AWS experience
Today, we’re excited to announce that new Amazon SageMaker AI customers can now land inside a fully…
Amazon SageMaker JumpStart: 2026 year-to-date in review
Amazon SageMaker JumpStart is a machine learning (ML) hub within Amazon SageMaker AI that provides access to…
Pegasus 1.5 from TwelveLabs is now available in Amazon Bedrock
On Oct 9, 2026 we announced the availability of TwelveLabs’ Pegasus 1.5 on Amazon Bedrock. Pegasus 1.5 is a…
How Deepgram optimized voice AI at scale with AWS Trainium
As voice becomes a first-class modality for AI, Deepgram’s models span speech-to-text, text-to-speech, and…
Push-based KV transfer to improve TTFT and TPOT for disaggregated inference in vLLM
vLLM is an open-source inference and serving engine for large language models (LLMs). LLM inference has two…
Improve TTFT for multi-turn agentic workloads with bi-directional KV transfer in vLLM
Multi-turn agentic workloads build on accumulated context as an agent reasons, invokes tools, and…
API documentation: What it is and how to write it (with examples)
Back before we carried the entirety of human knowledge around with us in our pockets, we printed instruction…
Webflow vs. WordPress: Which is better for your website? [2026]
As a web designer who's built dozens of websites in WordPress, I have a confession to make: I'm not really…
OpenCode vs. Claude Code: Which AI coding tool is best? [2026]
Imagine Claude Code is a taxi. You state the objective, and it starts driving. You're impressed with the…
llm-tools-datasette 0.1.1
Release: llm-tools-datasette 0.1.1 When I switched LLM over to httpx2 in LLM 0.33 I forget that this would…
llm-echo 0.5
Release: llm-echo 0.5 I'm working towards a new LLM release, and testing PRs caused me to revisit the…
Inline rendering with document.currentScript
Inline rendering with document.currentScript Lean Rada describes a neat trick that takes advantage of the…
web-edit 0.1a2
Release: web-edit 0.1a2 web-edit (previously) is my tiny web app for browsing and editing files in a folder.…