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Build an Agent That Thinks Like a Data Scientist: How We Hit #1 on DABStep with Reusable Tool Generation
MacBook Neo proves that Microsoft had the right idea, but the wrong execution

The success of Apple's budget laptop has a lot to do with Microsoft's Surface RT failure. Here's how they're connected.

Pentagon AI chief praises Palantir tech for speeding battlefield strikes

Going from eight systems to one means fewer people make decisions to unleash Epic Fury As the US continues its strikes on Iran as part of Operation Epic Fury, speakers at Palantir's AIPCON event on Th...

Google Chrome is finally coming to ARM64 Linux

Google has announced that Chrome is finally coming to ARM64 Linux devices this year. If you currently run Ubuntu or another Linux distribution on an ARM-based device, like the Raspberry Pi or a Snapdr...

Real-time fraud detection with AWS and Confluent Cloud (Sponsor)

Fraud detection systems can take weeks to build and configure. Deploy a complete pipeline with this Infrastructure-as-Code solution template from AWS—no manual setup required. The solution combines Co...

AI Security for Apps is now generally available (6 minute read)

Cloudflare made its AI Security for Apps generally available, offering free AI endpoint discovery to all customers (including free tier users) and adding capabilities like custom topic detection to pr...

From model to agent: Equipping the Responses API with a computer environment (9 minute read)

OpenAI launched a new Responses API that gives language models like GPT-5.2 a full computer environment with shell command execution, isolated containers, and automatic context management to build pro...

eBPF Network Metrics for Kernel-Level Observability (5 minute read)

New Relic launched eBPF Network Metrics, a generally available kernel-level monitoring tool that captures TCP and DNS telemetry directly from the Linux kernel to help teams diagnose network-related pe...

Building AI Teams with Docker Sandboxes & Docker Agent (4 minute read)

Docker launched Agent, an open-source tool that lets developers build teams of specialized AI agents that work together autonomously in secure sandboxed environments, with each agent handling specific...

Beyond “Up”: Monitoring True Cache health in Enterprise Manager (4 minute read)

Oracle True Cache in Oracle Database 23ai provides an automatically synchronized in memory read only replica that accelerates read performance without external caches. Oracle Enterprise Manager 24.1 R...

Meta Delays Rollout of New AI Model After Performance Concerns (4 minute read)

Meta's new foundational AI model, Avocado, has fallen short on internal tests for reason, coding, and writing. It is not performing as strongly as the leading AI models from rivals like Google, OpenAI...

How Uber Built an Agentic System to Automate Design Specs in Minutes (7 minute read)

Uber's design systems team developed uSpec, an AI-powered tool that automatically generates complete component documentation in minutes instead of weeks by connecting an AI agent in Cursor to Figma th...

Claude's Structured Outputs (3 minute read)

Claude's structured outputs allow developers to interact with LLMs through JSON schemas as deterministic, machine to machine components that return validated data rather than conversational text. This...

Google Maps gets its biggest navigation redesign in a decade, plus more AI (3 minute read)

Google Maps has implemented a feature called Ask Maps that helps users plan trips and answers complex questions about locations. Powered by Gemini, it is accessible via a button up near the search bar...

Building a Home Robot With Zero Robot Data (3 minute read)

Data-first home robot company Sunday Robotics has announced a Series B raise. The company's unique approach claims zero robot data, with a focus on real-world data only. It uses exact duplicates of to...

The Elusive Cost Savings of the Prefabricated Home (42 minute read)

Factory-manufactured homes can, in certain cases, yield substantial cost savings over conventional construction. A single-wide manufactured home is probably around 40% to 50% cheaper than an equivalen...

Crusoe BYOM: 5x Higher Throughput for Custom Models (Sponsor)

You've built the perfect fine-tuned model - but running it on generic cloud infrastructure, you're going to hit performance bottlenecks. The culprit? Standard infra that wasn't designed for proprietar...

The Perplexity API platform is now a full-stack, model-agnostic API platform for building agents (3 minute read)

The Perplexity API platform replaces model providers, search layers, and embeddings. It allows developers to swap between the latest frontier models and configure curated presets, tool access, step li...

This Week in GKE (Sponsor)

Description: This week in GKE is a weekly newsletter for everything GKE, Kubernetes and Cloud Native. Subscribe here.

Shopify/liquid: Performance: 53% faster parse+render, 61% fewer allocations (2 minute read)

Shopify's Liquid is an open-source Ruby template engine somewhat inspired by Django. Its developer found dozens of new performance micro-optimizations using a variant of Andrej Karpathy's Autoresearch...

Europe Under Pressure (3 minute read)

Europe faces rising cybersecurity risks and data sovereignty challenges as reliance on US cloud providers conflicts with regulations like GDPR and laws such as the US Cloud Act.

Survey: AI Spurring Increased Adoption of Containers (2 minute read)

A survey of 1,600 executives found 87 percent expect container use to grow as AI drives adoption, yet 82 percent say infrastructure is unprepared, citing shadow AI risks, data sovereignty demands, org...

This Might Be the Last Job You Have (7 minute read)

A huge amount of modern work is already hollow. People sit in meetings that don't matter, produce things that won't last, and perform a version of productivity that everyone silently pretends is real....

The Shape of the Thing (5 minute read)

The market instability in February was a preview of what it feels like when the increasing ability of AI starts to interact with markets, jobs, and governments all at once. While feelings of uncertain...

Slashing agent token costs by 98% with RFC 9457-compliant error responses (9 minute read)

Cloudflare now automatically returns RFC 9457-compliant structured Markdown and JSON error responses to AI agents instead of HTML pages, cutting payload size and token usage by more than 98% while pro...

Adobe CEO Shantanu Narayen says he will step down after company installs successor (4 minute read)

He will remain as Adobe's company chair.

Don't Vibe — Prove (16 minute read)

This post describes a vibe coding system that uses types as specifications, which forces compilers to reject code until they can produce a valid proof that the output satisfies the specification.

Vite 8.0 is out! (12 minute read)

Vite 8 delivers up to 10-30x faster builds while maintaining full plugin compatibility.

Microsoft to Make New ‘Xbox Mode' Available on All Windows 11 PCs Next Month (1 minute read)

Xbox mode is a controller-optimized interface that lets players browse their library, launch games, use Game Bar, and switch between apps.

Amazon is determined to use AI for everything – even when it slows down work (15 minute read)

Amazon's internal AI tool, Kiro, frequently hallucinates and generates flawed code that software developers have to spend time fixing.

The Middle Loop (6 minute read)

There is still plenty of engineering work in software engineering, even if it looks different.

💡 Turn your lightbulb moment into a live site in record time (Sponsor)

First impressions matter. With Framer, early-stage founders can launch a beautiful, production-ready site in hours. No dev team, no hassle. Join hundreds of YC-backed startups who launched there and n...

Cursor is raising at a $50 billion valuation (3 minute read)

Elon Musk just pulled two of Cursor's product leaders into a $1.25 trillion company and told them to build xAI's coding product. AI coding is now a $5 billion+ market. xAI is the only frontier lab wit...

Claude now creates interactive charts, diagrams, and visualizations (5 minute read)

A beta version of Imagine with Claude is coming to Claude Chat. The feature can create custom charts, diagrams, and other visualizations, and then tweak and modify its creations as the conversation de...

Meta Delays Rollout of New AI Model After Performance Concerns (6 minute read)

Meta's Avocado model outperforms the company's previous model and the Google Gemini 2.5 model from March, but it doesn't perform as strongly against leading models from Google, OpenAI, and Anthropic. ...

AI Writes Buggy Code. A Silicon Valley Start-Up Wants to Fix It (4 minute read)

Axiom raised a $200M Series A at a $1.6B valuation led by Menlo Ventures, one year after founding and with roughly 20 employees, to build what it calls Verified AI: systems that produce formally verif...

Reverse-engineering Claude's generative UI - then building it for the terminal (27 minute read)

Claude's generative UI is a tool call that returns HTML injected into the DOM with incremental parsing as tokens stream. It enables interactive widgets to be rendered inline in Claude conversations. I...

Agentic Commerce (11 minute read)

Commerce has historically been closer to a seller's market. Consumers are largely shown what platforms choose to surface. AI agents will gradually shift the power toward the buyer. Instead of navigati...

Institutional AI vs Individual AI (16 minute read)

Institutional AI could unlock far more value than individual AI by redesigning organizations alongside technology. Unlike individual AI, which boosts productivity with little firm value impact, instit...

Your AI is only as smart as its data (Sponsor)

80% of your company's knowledge is trapped in unstructured silos. OpenSearch unlocks it. As the the open-source backbone for AI-powered retrieval and agentic workflows, turning your "data swamp" into ...

How we compare model quality in Cursor (7 minute read)

Cursor uses a hybrid online-offline eval process to keep its understanding of model quality aligned with what developers actually do. The offline part uses CursorBench, an internal eval suite based on...

We built RLM for coding. And it F*cking rocks. Swarm native agents are here to stay (13 minute read)

Slate is a frontier agent that uses a code environment for swarm orchestration. It can programmatically orchestrate and solve tasks by running a massive number of subagents. Slate supports a range of ...

OpenClaw Reinforcement Learning Framework (GitHub Repo)

OpenClaw-RL is an asynchronous reinforcement learning framework for training personalized AI agents from everyday conversations. It supports large-scale environment parallelization for developing more...

I was backend lead at Manus. After building agents for 2 years, I stopped using function calling entirely. Here's what I use instead (14 minute read)

A single run(command="...") tool with Unix-style commands outperforms a catalog of typed function calls. Unix made the design decision 50 years ago to make everything a text stream. Large language mod...

The Shape of the Thing (10 minute read)

AI transitioned from co-intelligence to an era of AI management, with systems like Claude Code completing complex tasks autonomously. Exponential improvements in AI capabilities have sparked radical w...

China's ByteDance Gets Access to Top Nvidia AI Chips (5 minute read)

ByteDance is assembling computing power with high-end Nvidia chips outside China. It is working with a Southeast Asian company called Aolani Cloud on plans to use around 500 Nvidia Blackwell computing...

AI needs auth that's composable by default. Clerk is building it (Sponsor)

Clerk's introducing new composable APIs, agent skills, and copy-to-install components designed to work as well for AI agents as they do for developers. Read the news on the Clerk blog

OK, well. I ran /autoresearch on the the Liquid codebase (1 minute read)

Running Autoresearch on the Liquid codebase resulted in 53% faster combined parse and render time, and 61% fewer object allocations.

Anthropic invests $100 million into the Claude Partner Network (4 minute read)

Anthropic has launched the Claude Partner Network, investing $100 million to support enterprise adoption of its AI model, Claude.

High Grow Market Equilibrium After the Singularity (6 minute read)

Human limitation is what keeps markets competitive.

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