AI Native Medhavi Newsletter ·

Copilot CLI, Claude Tag, and Codex Remote: Boost Your Engineering Workflow

New Tools For Enhanced AI Collaboration

Mastering Codex Remote for engineering, the new terminal interface for GitHub Copilot CLI, and the introduction of Claude Tag are revolutionizing how developers interact with AI tools. Explore insights on GitHub Copilot's BYOK support and learn how to write AI agent loops in Claude Code and Codex in this issue.

Top News

Introducing Claude Tag

Claude Tag is a new collaboration feature introduced by Anthropic that enhances how teams interact with the Claude model. It's designed to streamline workflows and facilitate various applications, showing promise in improving team productivity and AI integration. By integrating Claude...

Anthropic News

Mastering Codex Remote for engineering

The article from OpenAI Developer Blog introduces Codex Remote, a new tool facilitating remote engineering work via smartphones. It allows users to manage engineering tasks by starting, steering, reviewing, and organizing workflows directly from their devices. The integration aims to...

OpenAI Developer Blog

GitHub Copilot app support for BYOK

The GitHub Copilot app now includes support for Bring Your Own Key (BYOK), enabling users to run agent sessions using custom model providers like OpenAI, Azure OpenAI, Anthropic, and self-hosted options such as LM Studio or Ollama. Users can add...

GitHub Changelog

Codex-maxxing for long-running work

In this article, Jason Liu highlights how he utilizes OpenAI's Codex to manage complex projects efficiently. He emphasizes preserving context across long-running work, enabling continuous development beyond a single prompt. By leveraging Codex's capabilities, Liu has improved project management, allowing...

OpenAI Blog

Achieving success with AI

In recent discussions about AI adoption, Microsoft emphasizes the dual importance of Intelligence and Trust. Satya Nadella highlighted concerns that companies might lose value to dominant AI models during a conference. Microsoft promotes a model-diverse approach to AI that aligns...

Microsoft AI Blog (Aggregator)

Azure Functions Ships Serverless Agents Runtime at Build 2026

Azure Functions has launched a serverless agents runtime in public preview at Build 2026, which allows agents to be defined using .agent.md markdown files with YAML triggers and provides access to 1,400+ connectors. The new runtime boasts no cold start...

InfoQ AI/ML/Data Engineering News

How we built the world’s fastest API for GLM-5.2

The Baseten team has developed the world's fastest API for GLM-5.2, achieving a response time of 2ms per request while handling over 1,000 concurrent connections. The API leverages advanced caching and optimization techniques, resulting in over a 50% improvement in...

Baseten Blog

Tools & Launches

Secret scanning adds extended metadata for Replicate secrets

GitHub has announced a new update to its secret scanning feature, now incorporating extended metadata for Replicate secrets. This enhancement provides richer context for leaked credentials, specifically for the Replicate API token. Users can access documentation for a full list...

GitHub Changelog

2.1.187

The Claude Code Changelog for version 2.1.187 introduces several new features and fixes. Notable updates include the addition of a `sandbox.credentials` setting to enhance security by blocking sandboxed commands from accessing credential files and secret environment variables, and the implementation...

Claude Code Changelog

CCCL Runtime: A Modern C++ Runtime for CUDA

The NVIDIA CUDA Core Compute Libraries (CCCL) introduces modern C++ abstractions aimed at enhancing CUDA development both in C++ and Python. The new functionality improves safety and convenience for developers by providing efficient abstractions for key CUDA programming concepts. This...

NVIDIA Technical Blog

Web: Introducing Automations

Amazon Kiro has introduced a new automation feature that allows users to schedule recurring tasks on the web. Users can create automations by describing tasks, selecting repositories from GitHub or GitLab, and setting a specific schedule. The Kiro platform then...

Amazon Kiro Changelog

MAI-Code-1-Flash available on more Copilot surfaces

Microsoft's MAI-Code-1-Flash, a small coding model specifically designed for GitHub Copilot, is now available on additional surfaces including Copilot CLI, Visual Studio, JetBrains IDEs, and more. This model outperforms other small models in early testing and will gradually roll out...

GitHub Changelog

Markdown Comes to LiteParse

LiteParse has integrated Markdown support, enhancing its functionality for developers. This feature allows for easier parsing of Markdown documents, facilitating better data handling and usability. The addition of Markdown is expected to improve user experience significantly, particularly for those who...

LlamaIndex Blog

Models

Interactions API: our primary interface for Gemini models and agents

Google's Interactions API serves as the primary interface for the newly launched Gemini models and agents, facilitating streamlined interaction for developers. This API aims to provide a cohesive method for building applications utilizing AI capabilities, allowing for easier deployment and...

Google Developers Blog

Models don’t have preferences, they have context

The article discusses how language models, such as Claude, do not actually have preferences but provide outputs based on their context. It highlights that the same query can yield different answers depending on the surrounding context in which it is...

Microsoft Developer AI Blog

Anthropic Reports Claude Now Handles 95% of Internal Analytics Queries

Anthropic has announced that its AI model, Claude, is now handling approximately 95% of internal analytics queries within the company. This significant achievement allows employees to independently query business data without reliance on data teams. The success is attributed to...

InfoQ AI/ML/Data Engineering News

Claude Fable 5 on Bedrock Requires Sharing Inference Data with Anthropic

Using Claude Fable 5 or Mythos 5 on Amazon Bedrock requires users to opt into provider_data_share, which involves sending prompts and outputs to Anthropic for a 30-day retention period that includes human review. Unlike previous Bedrock models that maintained inference...

InfoQ AI/ML/Data Engineering News

Agents

Build an AI Scientist for Life Science Discovery with NVIDIA BioNeMo Agent Toolkit

The NVIDIA BioNeMo Agent Toolkit enables the creation of AI scientists that assist in life science discovery. These agents can interact with scientific literature, generate code, formulate hypotheses, and analyze experimental results. The toolkit leverages NVIDIA’s capabilities to facilitate iterative...

NVIDIA Technical Blog

NVIDIA Brings Trusted, 24/7 AI Agents to Telecom Operations

NVIDIA's latest advancements in generative AI are enabling telecom operators to automate network management and customer care, with a focus on transitioning to fully autonomous operations. The company's platform, showcased at TM Forum’s DTW Ignite 2026, utilizes synthetic data and...

NVIDIA AI Blog

Build your own claw and agent harness with Microsoft Agent Framework

The article outlines the process of building a 'claw' using the Microsoft Agent Framework, which is a CLI-style agent that can plan, use tools, and remember tasks safely. It emphasizes the importance of recent advancements in models that allow for...

Microsoft Agent Framework Blog

How Claude Mythos found a 15-year-old bug in Mozilla Firefox | Brian Grinstead

Brian Grinstead, a distinguished engineer at Mozilla, utilized Anthropic's Claude Mythos model to uncover a 15-year-old bug in Firefox, contributing to a record month of security fixes. His team implemented an agentic bug-finding pipeline, which effectively processed Firefox's extensive codebase...

Lenny's Newsletter

We got local models to triage the OpenClaw repo for FREE!*

Hugging Face has introduced local models that effectively triage the OpenClaw repository for developers, available for free. This initiative is aimed at enhancing the efficiency of code navigation and understanding within the OpenClaw project. By leveraging these local models, developers...

Hugging Face Blog

Windows Platform Security and the Race to Secure AI Agents

In a recent Windows Developer Blog post, Microsoft presents the Microsoft Execution Containers (MXC) SDK as a key component of their strategy to enhance Windows platform security for AI agents. The blog emphasizes the importance of containment, identity, and manageability...

InfoQ AI/ML/Data Engineering News

Worth Reading

How Telcos Build Autonomous Networks with Agentic AI

Telecom operators are increasingly integrating AI into their network operations, customer care, and back-office workflows, yet many remain in the nascent stages of achieving full autonomy. Currently, automation primarily functions within levels 2-3 of the TM Forum's autonomous networks taxonomy...

NVIDIA Technical Blog

Apple Launches Core AI for Apple-Silicon Optimized On-Device Generative AI

At WWDC 26, Apple announced the Core AI framework, which serves as the successor to Core ML. This framework enables developers to run large language models and generative AI entirely on-device, accommodating both custom-converted PyTorch models and pre-optimized open-source models....

InfoQ AI/ML/Data Engineering News

The Professor of Outputmaxxing — Anjney Midha, AMP

The article discusses the AI Engineer World's Fair, emphasizing the importance of effectively utilizing existing GPUs rather than merely acquiring more. Anjney Midha highlights that xAI is operating with a sub-10% Model FLOPs Utilization (MFU), which contrasts with previous models...

Latent Space

Scaling AI with 8 to 20x energy efficiency

A recent study from the Microsoft AI for Good Lab and Microsoft Sustainability, published in the journal Joule, reveals that AI at scale is significantly more energy efficient than previously believed. The study finds that a typical query to a...

Microsoft AI Blog (Aggregator)

AI changed distribution. Can you keep up?

Herald, formerly known as RunLLM, has transitioned its distribution model from top-down to a bottoms-up approach, allowing developers to easily try their product—an AI DevOps Agent—via a new command-line interface (CLI) that can be installed within minutes without needing cloud...

The AI Frontier

Stop skillmaxxing, save your tokens

The article from the Microsoft Developer AI Blog discusses the impact of skill accumulation on token usage when using AI agents. It emphasizes how having a multitude of skills—in this case, 50 different skills—can lead to excessive token consumption, costing...

Microsoft Developer AI Blog

Presentation: AI Agents to Make Sense of Data at OpenAI

In her presentation, OpenAI's Bonnie Xu discusses Kepler, an internal AI data analyst agent that queries over 600 petabytes of data. The agent utilizes Model-Context Paradigm (MCP) to address context window limitations and incorporates automated code crawling and Retrieval-Augmented Generation...

InfoQ AI/ML/Data Engineering Presentations