Ai2 replaces priority scheduler with GPU time budgets and fair-share allocation
Ai2's AI Infrastructure team replaced its priority-based GPU scheduler with GPU time budgets.
#Tutorial/Practice
Hugging Face BlogAI Score3232 AWS Machine Learning BlogAI Score3434 How Postman runs Agent Mode for 40 million developers on Amazon Bedrock
Postman detailed how its Agent Mode serves 40 million developers on Amazon Bedrock.
Simon WillisonAI Score2828 Simon Willison builds a blog Newsletters page almost entirely by voice with Codex voice mode
Simon Willison shipped a Newsletters index page for his blog.
Hugging Face BlogFeaturedAI Score7474 How I built six models with ML Intern, from a 0.8B prompt rewriter to a 4-step Agate
A Hugging Face author used ML Intern in HuggingChat to build six models over a few days for about USD 103 in total compute.
Why it matters: A first-hand account of prompting an agent to train six small models, with per-project budgets and costs.
NVIDIA BlogAI Score3636 Into the Omniverse: How Developers Turn Ideas Into Simulations With Frontier AI Agents
NVIDIA developers are using frontier AI models such as GPT-6 Astra with Omniverse libraries to turn simulation ideas into working applications. Projects include a humanoid warehouse simulator, an autonomous-driving test workflow on San Francisco's Market Street, and Robo Olympics, where a simulated Unitree G1 humanoid cleared a hurdle in 64 of 100 trials.
AWS Machine Learning BlogAI Score2222 Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod
AWS details a reference architecture for running multi-tenant GPU clusters on Amazon SageMaker HyperPod with EKS.
Simon WillisonAI Score2222 Scrimshaw Jukebox: Testing Claude Opus 5.5's Music Composition
Simon Willison tested whether Claude Opus 5.5 could compose computer game music by prompting it to design a text-based music format and build a playable artifact with example tracks. The model leaned heavily into the Monkey Island theme, but Willison called the results surprisingly good. He wonders whether competent music composition is a newly emerged capability for text models, similar to recent 3D graphics advances.
Simon WillisonAI Score1212 Using Parseable with Datasette for OpenTelemetry traces
Simon Willison documented running Parseable, a new OpenTelemetry-compatible observability tool.
AWS Machine Learning BlogAI Score2222 Build a voice travel concierge with Amazon Bedrock AgentCore, Managed Knowledge Base and Nova Sonic
AWS shows how to build an airline voice concierge on Amazon Bedrock AgentCore.
AWS Machine Learning BlogAI Score1717 Best practices for Amazon SageMaker HyperPod administration and governance
AWS outlines a four-layer governance model for Amazon SageMaker HyperPod — organization.
AWS Machine Learning BlogAI Score2121 Responsible AI governance: How AWS positions customers to align with ISO/IEC 42005:2025
AWS outlines how customers can align AI governance with ISO/IEC 42005:2025, which codifies AI system impact assessment practices. The standard covers the full assessment lifecycle.
AWS Machine Learning BlogAI Score2626 Rethinking access control for RAG with Amazon Quick and Amazon Bedrock
Amazon Quick and Amazon Bedrock Knowledge Bases add real-time ACL enforcement on top of pre-retrieval filtering.
AWS Machine Learning BlogAI Score2222 Beyond hours saved: Building the business case for agentic automation
AWS outlines an Agentic Value Model for justifying agentic automation, arguing the RPA-era ROI formula of hours saved times labor cost misses most agent value. It adds exception handling.
AWS Machine Learning BlogAI Score2222 How Qlik built grounded, enterprise-scale AI with Amazon Bedrock
Qlik built Qlik Answers on Amazon Bedrock to give employees grounded, sourced answers from knowledge bases.
AWS Machine Learning BlogAI Score3434 Automate remediation post AWS DevOps Agent investigation
AWS shows how to automate remediation after an AWS DevOps Agent investigation using AWS Lambda Durable Functions.
AWS Machine Learning BlogAI Score2222 Building AI builders: Playbook for closing the AI knowledge-capability gap
AWS shares a six-week program that pairs non-engineering business professionals with mentors and production-grade tools to build working AI prototypes. A team of four built WealthWise.
AWS Machine Learning BlogAI Score2424 How Cornerstone OnDemand cut database diagnosis by 78% with Amazon Bedrock
Cornerstone OnDemand built Orion AI, a multi-agent system on Amazon Bedrock and Strands Agents.
AWS Machine Learning BlogAI Score3838 Building a context-aware AI assistant on AgentCore and OpenClaw
This post shows how to build a personal assistant with persistent memory using OpenClaw.
Anthropic BlogAI Score2626 How Cresta turned CX expertise into an agent builder on the Claude Agent SDK
Cresta built Conductor, a natural-language agent builder on the Claude Agent SDK.
GitHub Blog · AI & MLAI Score1212 AI is changing developer work. Here are three skills to strengthen.
GitHub outlines three skills developers need as AI reshapes their work: directing AI agents rather than just using them.
Anthropic BlogAI Score3232 How Anthropic's sales team rebuilt inbound with Claude Managed Agents
Anthropic's sales team built a buying agent on Claude Managed Agents (beta) that handles thousands of conversations daily.
Anthropic BlogAI Score3434 Agents you can coach: how Asana builds human-agent teams with Claude
Asana builds its AI agents on the Work Graph model, so agents take defined roles.
GitHub Blog · AI & MLAI Score3232 GitHub Copilot app for Beginners: How to build custom workflows with canvases
GitHub Copilot app's canvases are customizable, bidirectional interfaces you create by running the /create-canvas skill and describing the workflow in plain English. The agent builds the UI in the right-side panel, and both you and the agent can update its shared state at the same time. Canvases are saved as extensions for reuse or team sharing, and ready-made ones are available via Awesome Copilot.
GitHub Blog · AI & MLAI Score2222 Rendering huge pull requests in the GitHub Copilot app
GitHub rebuilt the pull request view in its Copilot app to keep reviews fast on enormous diffs.
InterconnectsAI Score2020 Open-Source AI & Open Models Reading List
Interconnects has published a reading list on open models, covering foundation topics.
Mistral AIAI Score5050 Mistral uses AI agents to modernize complex legacy code
Mistral helped a European energy operator migrate 40,000 lines of Fortran 77 to C++.
Anthropic EngineeringFeaturedAI Score7171 Code execution with MCP: Building more efficient agents
Anthropic Engineering describes presenting MCP servers as code APIs instead of direct tool calls.
Why it matters: Anthropic's own walkthrough of turning MCP servers into code APIs, with the token math and the sandboxing tradeoff spelled out.