Daily Tech News - 2026-06-30

Today's tech landscape buzzes with innovation, as evidenced by a flurry of advancements across AI, infrastructure, hardware, and security.

In the realm of AI and Machine Learning, the focus is heavily on optimization and scalable deployment. NVIDIA continues to lead, detailing how its inference software stack drastically reduces token costs and showcasing tools like Nsight for optimizing neural reconstruction pipelines. Significant strides are being made in LLM post-training with PyTorch-native stacks like Miles, while efforts to build LLMs from scratch delve into JAX training loops. The concept of AI agents is maturing, with new protocols from Opik and Oracle specifying their creation and deployment, and platforms like Couchbase and Open Memory Protocol aiming to provide unified, interoperable memory stores for AI tools like Claude and ChatGPT, pushing towards secure and high-performing agentic AI. Dragonfly's latest release also enhances direct repository downloads for AI models, streamlining development.

Cloud and Infrastructure solutions are evolving to meet complex demands. Kubernetes remains a central theme, with a partial port to the browser (webernetes) demonstrating its versatility, and VMware Cloud Foundation 9.1 offering an accessible container service. However, security concerns persist, highlighted by a critical remote code execution flaw in Azure Kubernetes Service (CVE-2026-32193) underscoring that 'hostNetwork is still a footgun.' Debugging complex, long-standing bugs in data infrastructure is being tackled with "core dump epidemiology" through population-level analysis, while large-scale logging platforms like LogHouse now manage quadrillions of rows across multiple cloud providers. Data engineering discussions are also shifting from mere pipelines to a broader perspective of product ownership.

On the Hardware and Performance front, the drive for efficiency is paramount. Zluda 6 introduces a major breakthrough, allowing unmodified CUDA applications to run on non-NVIDIA GPUs, diversifying the hardware ecosystem. NVIDIA continues to innovate with GPU-accelerated query engines, leveraging high-bandwidth memory and NVLink, while AMD is optimizing MI300X inter-chiplet communication. The "AArch64 desktop experiment" concludes with insights, and efforts like the Kepler project aim to improve power accuracy in data centers, reflecting a broader concern for energy consumption.

Finally, Cybersecurity remains a critical concern. A disturbing report exposed "The Polymarket Trap," detailing how ten npm accounts coordinated to publish 30 packages targeting DeFi users with infostealers. Furthermore, a fascinating discovery reveals that eBPF can read TLS traffic without private keys, prompting deeper discussions on threat models and network observability tools.

Featured Articles

Core dump epidemiology: fixing an 18-year-old bug

Core dump epidemiology: fixing an 18-year-old bug Using population-level analysis to debug tricky crashes in our data infrastructure. OpenAI’s models and agents increasingly rely on scalable data infr...

Keywords: accesses segfaults, observed crashes, stack crash, stack crashes, counterexamples crashes, segfaults, crash segfault, stack corruption, crashes data, memory safety
Source: openai.com

How NVIDIA’s Inference Software Stack Powers the Lowest Token Cost

As organizations move from AI pilots to production AI factories, infrastructure decisions have shifted from peak chip specifications to cost per token: how many useful tokens they can deliver per doll...

Keywords: nvidia ai, gpus deepseek, inference gpus, nvidia blackwell, nvidia inference, nvidia architecture, gpus reasoning, performance nvidia, ecosystem nvidia, parallelism nvidia
Source: blogs.nvidia.com

The Polymarket Trap: A Fake Arbitrage Bot, Ten npm Accounts, and Four Ways to Deliver an Infostealer

The Polymarket Trap: A Fake Arbitrage Bot, Ten npm Accounts, and Four Ways to Deliver an Infostealer Table of Contents TL;DR Ten npm maintainer accounts coordinated to publish 30 packages targeting De...

Keywords: polymarket infostealer, developers polymarket, polymarket packages, defi polymarket, bot polymarket, polymarket protocol, npm accounts, accounts npm, uses polymarket, exposed npm
Source: safedep.io

Miles: A PyTorch-Native Stack for Large-Scale LLM RL Post-Training

Featured projects TL;DR Miles is RadixArk’s open source framework for large-scale LLM RL post-training. It composes SGLang for rollout, NVIDIA Megatron-LM for training, Ray orchestration, and PyTorch-...

Keywords: distributed training, scalable training, rl training, distributed specialized, miles reinforcement, training compute, trainer unified, scaling training, large training, training preserving
Source: pytorch.org

hostNetwork Is Still a Footgun: What CVE-2026-32193 Teaches Every Cluster

hostNetwork Is Still a Footgun: What CVE-2026-32193 Teaches Every Cluster Microsoft published CVE-2026-32193 in June 2026: a remote code execution flaw in Azure Kubernetes Service rated CVSS 8.8. The...

Keywords: azure kubernetes, kubernetes security, kubernetes service, does kubernetes, kubernetes node, true kubernetes, exists kubernetes, hostnetwork pods, kubernetes, cloud kubernetes
Source: devops-daily.com

Optimizing a Neural Reconstruction Pipeline Using NVIDIA Nsight Developer Tools

NVIDIA Ominverse NuRec is a neural reconstruction pipeline for building high-fidelity 3D representations of real-world environments from multisensor data such as cameras and lidar. It is used to recon...

Keywords: neural rendering, reconstruction rendering, reconstructed rendering, synthetic viewpoints, accelerated rendering, nvidia tools, fidelity 3d, optimization cuda, gpus tools, cuda kernels
Source: developer.nvidia.com

Scale document ingestion with Docling and Ray on OpenShift AI

Many AI projects stall before they begin—before any model is deployed, before the RAG application is running, or before the first chatbot is started. This failure to launch can happen for many reasons...

Keywords: data production, document processing, scalable document, batch processing, heavy processing, file processing, processing engine, processing runs, processing notebook, processing options
Source: developers.redhat.com

Zluda 6 release (run unmodified CUDA applications on non-Nvidia GPUs)

ZLUDA allows to run unmodified CUDA applications on non-NVIDIA GPUs Hi, and welcome to the latest ZLUDA update! Since I skipped the last update, this special issue covers all the developments made in...

Keywords: zluda support, developments zluda, latest zluda, versions zluda, zluda update, builds zluda, zluda released, zluda development, zluda windows, building zluda
Source: vosen.github.io

I ported Kubernetes to the browser

Jun 30, 2026 Jun 30, 2026 Last week I released webernetes, a partial port of Kubernetes to TypeScript to make it possible to run clusters in the browser. I ended up generating almost 100,000 lines of...

Keywords: kubernetes webassembly, kubernetes cluster, kubernetes javascript, kubernetes typescript, kubernetes nodes, kubernetes codebase, kubernetes calls, kubernetes, ready kubernetes, real kubernetes
Source: ngrok.com

Deploy secure agentic AI: Protocols and performance tuning

Welcome to the final installment of our series on building a conversational analyst using Red Hat OpenShift AI and EnterpriseDB. So far, we have deployed the quickstart in Part 1, explored agentic AI...

Keywords: models orchestration, inference server, parser chat, context protocol, agentic conversational, protocol abstracts, process communication, orchestration architecture, ai enterprisedb, protocol supports
Source: developers.redhat.com

Issue #024 - eBPF reads your TLS traffic without the private key

Issue #024 - eBPF reads your TLS traffic without the private key SSL_read uprobes, Go crypto/tls offsets, Pixie vs Beyla vs eCapture, kTLS, the threat model I was sitting in a Pixie session, scoped to...

Keywords: broken tls, reads tls, tls traffic, examining tls, tls mtls, tls feeds, read tls, dumps tls, kernel tls, service tls
Source: podostack.com

Open Memory Protocol – One Memory Store for Claude, ChatGPT, Curso

An open standard for portable, interoperable AI memory across tools, sessions, and devices. Every AI tool remembers you differently — and only within its own walls.

Claude knows what you told it yes...
Keywords: memory silo, ai memory, open memory, ai forgets, tools omp_remember, cursor agent, memory omp, terminal ai, tool remembers, omp memory
Source: github.com

Designing GPU-Accelerated Query Engines with NVIDIA GQE

GPU-accelerated query engines are often constrained by memory and I/O bandwidth. NVIDIA hardware advances—including high bandwidth memory (HBM), NVIDIA NVLink-C2C, and dedicated decompression engines...

Keywords: gpu gqe, gpu query, gqe gpu, performance gqe, accelerate gpu, gpu optimized, benchmarked gqe, gpu optimizations, gqe memory, accelerate data
Source: developer.nvidia.com

Writing an LLM from scratch, part 34a -- building a JAX training loop for an LLM training run

Writing an LLM from scratch, part 34a -- building a JAX training loop for an LLM training run For over a year, I've been using Sebastian Raschka's book "Build a Large Language Model (from Scratch)" --...

Keywords: jax training, training jax, jax gpt2, pytorch model, pytorch training, jax model, trained pytorch, writing jax, training llm, llm training
Source: gilesthomas.com

Couchbase wants to serve and remember data for AI agents

Couchbase wants to serve and remember data for AI agents Couchbase says its AI Data Plane, a unified data infrastructure layer for enterprise AI agents, is now generally available, and gives enterpris...

Keywords: couchbase ai, agents couchbase, analytics couchbase, services couchbase, couchbase, couchbase agent, couchbase operational, couchbase said, nosql database, runs couchbase
Source: blocksandfiles.com

A Quadrillion Rows across three Clouds: scaling LogHouse

LogHouse, our internal logging platform for ClickHouse Cloud, now stores 431 PiB of uncompressed data across 1.59 quadrillion rows. It spans 30+ regions across three cloud providers, and a typical que...

Keywords: logging infrastructure, optimize_skip_unused_shards loghouse, loghouse queries, telemetry loghouse, logging platform, pib cloud, faster cloud, gb log, clickhouse optimize_skip_unused_shards, infrastructure loghouse
Source: clickhouse.com

Kepler, re-architected: Improved power accuracy and a community call to action!

Thank you to Laura Llinares, Mary Baldwin Hughes, Vimal Kumar, and Sunil Thaha for their significant contributions to this blog post and the Kepler project. Data centers accounted for 1.5% of global e...

Keywords: kepler_node_cpu_watts joules, kepler node_cpu_watts, kepler_node_cpu_watts, workload kepler, kepler_container_cpu_joules_total, kepler_node_cpu_joules_total, gauge kepler_node_cpu_watts, counters kepler_node_cpu_joules_total, kubernetes clusters, kepler_container_cpu_joules_total grafana
Source: cncf.io

Optimizing MI300X Inter-Chiplet Communication via the RCCL Tuner API

Optimizing MI300X Inter-Chiplet Communication via the RCCL Tuner API# The AMD Instinct MI300X’s chiplet architecture introduces non-uniform communication paths when running in CPX/NPS4 mode — and RCCL...

Keywords: optimizing mi300x, architecture mi300x, mi300x iods, tuning mi300x, rccl mi300x, mi300x chiplet, mi300x inter, communication mi300x, mi300x cpx, learn mi300x
Source: rocm.blogs.amd.com

Dragonfly v2.5.0 is released

Dragonfly v2.5.0 is released! Thanks to all of the contributors who made this Dragonfly release happen. New features and enhancements Direct repository downloads from Hugging Face and ModelScope Drago...

Keywords: dragonfly repository, download dragonfly, provides dragonfly, dragonfly provides, dragonfly release, downloaded dragonfly, deploying dragonfly, dragonfly sdk, using dragonfly, dragonfly v2
Source: cncf.io

The end of the AArch64 desktop experiment

This post is part 7 of the "Let me try to use an AArch64 system as a desktop" series:

AArch64 desktop: day one
AArch64 desktop: day two
AArch64 desktop: last day
Arm desktop: 2025 attempt, par...
Keywords: aarch64 desktop, altra systems, arm desktop, gpus altra, desktop altra, altra issues, devices motherboard, motherboard desktop, new hardware, hardware platform
Source: marcin.juszkiewicz.com.pl

Add PDFs to any mobile app: A framework-by-framework guide

Add PDFs to any mobile app: A framework-by-framework guide Table of contents Whatever framework your mobile app is built in — Swift/Objective-C, Kotlin/Java, React Native, Flutter, or .NET MAUI — ther...

Keywords: pdf sdk, pdfkit ios, pdfs ios, pdf sdks, ios pdf, native pdf, pdfs mobile, pdfs flutter, apple pdfkit, flutter pdf
Source: nutrient.io

From Container Image to Production: Container Service in VMware Cloud Foundation 9.1

Introduction The new Container Service in VMware Cloud Foundation (VCF) offers an easy-to-start on-ramp to Kubernetes (K8s) consumption for your business, without requiring Kubernetes expertise. We ha...

Keywords: requiring kubernetes, container service, benefits kubernetes, container runtime, container apps, containers vms, workload kubernetes, kubernetes just, kubernetes expertise, workloads kubernetes
Source: blogs.vmware.com

Opik + Oracle Agent Specification: Build Once, Run Anywhere

Today, we’re announcing Opik’s integration with Oracle’s Open Agent Specification, a partnership that fundamentally changes how AI teams build, test, and ship production agents. When you build a produ...

Keywords: agent specification, specification agent, agent spec, agent opik, agents build, agent workflow, spec agents, spec agent, opik agent, multiple agents
Source: live-comet-marketing-site.pantheonsite.io

Data engineering was never about pipelines

Data engineering was never about pipelines You are the product owner for data. (Part 3 of our DE essentials series) Hey, it’s Zach! This is part 3 in our series The Data Warehouse Setup No One Taught...

Keywords: data pipelines, tables pipelines, engineering pipelines, data engineering, tools pipelines, data engineers, engineer data, pipelines warehouse, pipelines, data engineer
Source: blog.dataexpert.io

Popping the GPU Bubble

How do you make an AI model run as fast as possible? This is a question we obsess over at Moondream HQ. The GPU handles all the math involved in model inference, so at first glance it doesn't seem lik...

Keywords: gpu wait, runs gpu, gpu busy, gpu run, performing gpu, gpu runs, queue gpu, gpu parallelism, loop gpu, gpu speed
Source: moondream.ai

ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration Recent advances in coding agents have sparked excitement around AI-assisted modernization. But an important question remains:...

Keywords: scarfbench benchmarking, refactoring benchmark, java scarfbench, framework migrations, agents java, framework adaptation, implementations scarfbench, code migration, benchmarking ai, java ecosystems
Source: huggingface.co

Together AI at ICML 2026: frontier research across the full stack

Eight papers is a lot to take in as a list. The better way to read them is by where they sit in the stack. Frontier AI is not built at a single layer. It is the product of research that runs from the...

Keywords: adaptive speculative, speculative decoding, frontier ai, paper adaptive, layer frontier, frontier agents, ai built, agents kernels, experts model, ai
Source: together.ai

Staying in control of your codebase in the AI era

I love coding, and I love my job. Like many others in the industry, I found it hard to cope with the changes of the last couple of years. At first, I had an existential crisis. Then I started experime...

Keywords: embracing ai, make ai, work ai, using ai, ai engineering, ai greatly, ai agents, ai use, effective ai, ai
Source: depot.dev

AI can build your data connector. Here’s what it can’t do. | Blog | Fivetran

AI can build your data connector. Here’s what it can’t do. Agentic coding tools have changed the story for productivity. Tasks that used to take days now take minutes, and engineers have moved from wr...

Keywords: ai connector, connector ai, build data, plugins ai, ai build, data api, connector agent, data connector, connector development, api cloud
Source: fivetran.com

Claude Sonnet 5

Introducing Claude Sonnet 5 Claude Sonnet 5 is built to be the most agentic Sonnet model yet. It can make plans, use tools like browsers and terminals, and run autonomously at a level that, just a few...

Keywords: agentic sonnet, sonnet agentic, sonnet agents, sonnet automated, agentic capabilities, use agentic, sonnet cybersecurity, built agentic, agentic ai, sonnet benchmark
Source: anthropic.com

Impressions from visiting OpenAI, Anthropic, & Cursor

Impressions from visiting OpenAI, Anthropic, & Cursor A peek into where software engineering is headed from inside the sector’s leading AI labs. Agents running in the cloud are a major trend, while co...

Keywords: developers openai, cloud agents, agents openai, production openai, openai offices, mainstream openai, agents cloud, engineers cloud, agents environment, ai builders
Source: newsletter.pragmaticengineer.com

Risky Biz Podcast: AI Agents Are Raising the Stakes for Software Supply Chain Security

Research /Security News Chrome and Firefox Extensions Posing as Free VPNs Add Clipboard Stealers via Malicious Updates Malicious Chrome and Firefox extensions posed as free VPNs while stealing clipboa...

Keywords: source attacks, malicious packages, trusted developer, distribute malicious, new security, risk malicious, malicious code, blocks malicious, malicious updates, security tools
Source: socket.dev

The BYOVD Epidemic: How Attackers Are Weaponizing Trusted Windows Drivers to Kill Security

The BYOVD Epidemic: How Attackers Are Weaponizing Trusted Windows Drivers to Kill Security Bring Your Own Vulnerable Driver (BYOVD) has gone from a niche tactic to a standard part of the ransomware pl...

Keywords: ransomware operators, directly ransomware, ransomware attacks, ransomware, ransomware toolkit, bundled ransomware, altogether ransomware, ransomware service, standard ransomware, vulnerable drivers
Source: security.com

Server-side apply: what happens when you run kubectl apply

Server-side apply: what happens when you run kubectl apply June 2026 TL;DR: Server-side apply matters because Kubernetes objects are shared state: it moves field ownership into the API server, so appl...

Keywords: applies kubernetes, overwrites kubernetes, deployment kubernetes, operations kubernetes, yaml kubernetes, kubectl applying, kubectl apply, kubernetes decide, operation kubernetes, kubectl deployment
Source: learnkube.com

Cost Attribution in Discord’s API

Discord's API is powered by a unified Python codebase containing over 1700 API endpoints and around 700 background tasks. Engineers make changes to this shared code every day as it's continuously depl...

Keywords: costs kubernetes, discord api, codebase kubernetes, kubernetes deployments, feature chat, kubernetes, api traffic, cloud providers, cost deployment, discord
Source: discord.com

Into the Omniverse: Three Workflows for Improving Vision AI Agent Accuracy With Synthetic Data and Fine-Tuning

Editor’s note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners, and enterprises can transform their workflows using the latest advances in OpenUSD and NVI...

Keywords: edge ai, edge data, video ai, vision ai, analytics ai, edge cloud, vision agents, ai workloads, ai agent, ai agents
Source: blogs.nvidia.com

Transforming decade-old intelligence into rapid insights: Max Security’s Agentic RAG implementation with OpenSearch hybrid search

A hybrid search and RAG implementation that cut analyst briefing time by 79% and saved 7 hours per week. Summary Transforming intelligence access with SCOUT AI Max Security partnered with BigData Bout...

Keywords: search analytics, vetted intelligence, access intelligence, security intelligence, intelligence archive, vetted analysis, intelligence access, proprietary intelligence, analyst briefing, search rag
Source: opensearch.org

Building Software That People Love

Building Software That People Love Podcast: Play in new window | Download Subscribe: RSS Building great software always involves technical problem solving, but the best software goes beyond function....

Keywords: building software, engineering metalab, metalab engineering, source developer, software engineering, developer technologies, design studio, developers, design teams, developers build
Source: softwareengineeringdaily.com

How to set up OpenShift Virtualization ServiceNow CMDB discovery: Deploying an in-cluster MID Server

When a virtual machine (VM) is missing from the configuration management database (CMDB), it can become invisible to the rest of an IT team. Change management never sees it. Incident routing cannot fi...

Keywords: kubernetes discovery, kubevirt vms, vms kubevirt, servicenow kubernetes, openshift virtualization, pod vms, migrated vms, kubernetes, nodes kubevirt, kubernetes bearer
Source: developers.redhat.com

Kali Linux 2026.2 Released With 9 New Tools and VM Boot Tweaking

Kali Linux team officially released Kali Linux 2026.2 right on schedule at the close of Q2 2026, delivering a compelling mix of desktop environment upgrades, infrastructure modernization, VM performan...

Keywords: existing kali, kali linux, kali 2026, kali images, kali experimental, images kali, kali changes, kde plasma, built kali, linux 2026
Source: cybersecuritynews.com

MiniMax M3 GGUF Quantization: From 852 GB to ~150 GB Without Breaking Accuracy

MiniMax M3 GGUF Quantization: From 852 GB to ~150 GB Without Breaking Accuracy Benchmarks, token efficiency, and tensor-level analysis of low-bit M3 GGUFs. MiniMax M3 is an excellent model, but with r...

Keywords: quantization high, bit minimax, minimax m3, ggufs minimax, quantization choices, quantization dramatically, quantization robustness, minimax m2, quantization main, heavily quantized
Source: kaitchup.substack.com

Agent Skills: Automation Contracts for Coding Agents

Agent Skills: Automation Contracts for Coding Agents A practical guide to using skills, hooks, scripts, and QA gates so repeated agent workflows become controlled engineering work instead of better pr...

Keywords: agent skills, agent workflows, skills automation, agent automation, automation skills, agent skill, skills scripts, workflows skill, workflow skill, skill scripts
Source: the-main-thread.com

Braintrust's Ankur Goyal: Code review doesn't cover prompts

Braintrust's Ankur Goyal: Code review doesn't cover prompts by Chris Fowler June 30, 2026 - 6 min Related Categories Ankur Goyal, Founder and CEO of Braintrust, which bills itself as “the AI observabi...

Keywords: prompt management, prompt review, review security, agent prompt, safe prompts, ai observability, security reviewer, braintrust, automated security, braintrust product
Source: 1password.com

Fine-Tuning Robotics Models for Chess

June 30, 2026 For the past few months I have had a UFactory xArm sitting on my desk. Over time I've run through a variety of ideas to try and get the arm to play a successful full length game of chess...

Keywords: grasping chess, view chess, chess setup, struggle chess, tasks chess, range chess, strong chess, chess engine, try arm, arm play
Source: benedict.dev

Memory Safe Context Switching (longjmp, setjmp) in Fil-C

Memory Safe Context Switching Support for ucontext APIs is new since release 0.680. If you want to play with setcontext , getcontext , makecontext , and swapcontext then you have to build from source....

Keywords: ucontext memory, ucontext implementation, context ucontext_t, ucontext makecontext, swapcontext uctx_func2, swapcontext uctx_func1, static ucontext_t, uctx_func1 swapcontext, uctx_func2 swapcontext, context swap
Source: fil-c.org

Parse, Don't Validate – In a Language That Doesn't Want You To

Update: If you liked this post, the follow-up — Effect Without Effect-TS: Algebraic Thinking in Plain TypeScript — picks up where we left off and takes the ideas further. I’ve been thinking about Alex...

Keywords: parser typescript, validated parsed, enforces parser, typescript concerned, type parser, type parsed, parsing validation, plain typescript, written validates, parser type
Source: cekrem.github.io

Run Any Coding Agent in a Sandbox, With One chat() Call

Wiring a coding agent into your own app sounds simple until you actually do it. Then you hit two walls at once: every agent CLI speaks its own protocol, and every one of them wants to run somewhere it...

Keywords: agent sdk, agents sandbox, agent sandbox, coding agent, coding agents, sandbox agent, agent app, agent tool, implemented agent, agent environment
Source: tanstack.com

4 TrueFoundry alternatives to consider in 2026

Table of contents 4 TrueFoundry alternatives to consider in 2026 As you put AI features into production, you'll likely route requests across multiple model providers to control cost, reliability, and...

Keywords: ai gateway, gateway truefoundry, routing features, intelligent routing, gateway unified, managed gateway, gateway merge, merge gateway, gateway managed, gateway
Source: merge.dev

Harbor x LangChain: A Unified Stack for Evaluating Agents

Key Takeaways

One small entry point connects your agent to Harbor. A langgraph.json registry plus amake_graph factory is the only glue you write, and that factory can stay model-agnostic by reading...
Keywords: evaluating agents, agent evals, agent tracing, run agents, agent instruction, agent langgraph, improve agents, agent harbor, tracing agent, agent build
Source: langchain.com

10 Factors for Checking Your API’s AI Readiness

10 Factors for Checking Your API’s AI Readiness Posted in DesignStrategy Kristopher Sandoval June 30, 2026 The consumption pattern for modern APIs is changing radically. What was once a largely human-...

Keywords: apis ai, ensuring api, api concerned, api ai, ready apis, apis extremely, preparing apis, checking api, api agent, unforgiving apis
Source: nordicapis.com

AI evals are a data science problem: What most teams get wrong

Hamel Husain teaches evals, audits AI codebases, and literally wrote the course on it. Here’s what we took away from his talk at Arize Observe 2026. If you’ve shipped an AI application recently, you’v...

Keywords: audits ai, ai engineering, debug ai, run evaluators, evals audits, improve ai, make ai, evaluation harness, evaluators, evals engineers
Source: arize.com

Anthropic integration with Modal brings scalable compute to Claude Science Today Anthropic launches Claude Science, Anthropic’s AI workbench for scientists, where life sciences researchers can run com...

Keywords: run computational, computational workloads, workbench scientists, computational biology, biology workflows, bioinformatics tools, ai workbench, computational, discovery pipelines, biology pipelines
Source: modal.com

Benchmarking Hardwood 1.0 on a Threadripper 9980X

Hardwood is a minimal-dependency Java library for reading Parquet files. It currently has row-reader and columnar-reader APIs, with Parquet writing planned for the future. Gunnar Morling, Hardwood’s a...

Keywords: threaded parquet, faster parquet, reader benchmark, benchmark reads, parquet java, reading parquet, java benchmarks, parquet files, threaded performance, readers parquet
Source: jack-vanlightly.com

Powerful AI Coding in Kilo Code Without Frontier-Model Prices

Powerful AI Coding in Kilo Code Without Frontier-Model Prices A practical guide to getting real work done with AI coding tools without bleeding money_ Last month I watched a friend open his OpenRouter...

Keywords: kilo workflow, coding kilo, free kilo, cost kilo, costs kilo, api costs, budget kilo, tasks kilo, api cost, code cheap
Source: blog.kilo.ai

Can PyTorch’s Cross-Repository CI Relay Solve the Ecosystem’s Hidden Integration Risks?

PyTorch has launched the Cross-Repository CI Relay (CRCR), a system that automatically propagates test signals from pytorch/pytorch to downstream hardware backend repositories and surfaces unified res...

Keywords: pytorch maintainers, pytorch reliable, pytorch compatibility, ai hardware, pytorch repository, ci automation, ci infrastructure, repository pytorch, scalable ci, ci pytorch
Source: futurumgroup.com

Pi 0.80.3

Anthropic Claude Sonnet 5 support - Claude Sonnet 5 is available through inherited Anthropic-compatible and Bedrock provider catalogs with adaptive thinking enabled. See Providers and Model Options. C...

Keywords: azure foundry, azure openai, rpc session, sonnet metadata, modern azure, session metadata, azure, support azure, rpc commands, inspect session
Source: pi.dev

Featuring Every Eval Ever Results on Hugging Face Model Pages

Featuring Every Eval Ever Results on Hugging Face Model Pages EEE launched in February 2026 as a project of the EvalEval Coalition, the first cross-institutional effort to improve how AI evaluation re...

Keywords: evaluations existing, evaluators reporting, evaluations models, evaluations, evaluation results, evaluation ends, community evals, models evaluation, eee results, evals eee
Source: huggingface.co

Meta's brain-scanning system reads sentences non-invasively, code open source

Last year, we introduced Brain2Qwerty v1, research that uses AI to decode brain activity into text without any surgical implant. Now we're sharing the next step: Brain2Qwerty v2, the highest-performin...

Keywords: trained brain2qwerty, introduced brain2qwerty, brain2qwerty v2, brain2qwerty, brain2qwerty v1, decode brain, code brain2qwerty, result brain2qwerty, accelerate neuroscience, step brain2qwerty
Source: ai.meta.com

Run any Dockerfile on Vercel

You have a server in a container. Maybe it's a Go service, a Rails app, a Spring Boot API, or a web server behind nginx. It speaks HTTP. It listens on a port. It just needs somewhere to run. Add a Doc...

Keywords: server container, dockerfile vercel, vercel http, server vercel, runs golang, dockerfile service, run locally, daemon run, container vercel, getenv port
Source: vercel.com

Durable Digest: June 2026

This blog post is a public copy of our monthly newsletter. If you’d like to receive upcoming updates by email, you can subscribe to our newsletter here. Highlights from June include new AI capabilitie...

Keywords: sdk aws, temporal cloud, cloud cli, temporal workflows, integrates aws, pipelines temporal, hosted temporal, ai agents, temporal builder, ai today
Source: temporal.io

Exploring Ubuntu’s ‘Myna’: How Voice Input Revolutionizes Typing

Exploring Ubuntu’s ‘Myna’: How Voice Input Revolutionizes Typing Ubuntu is set to introduce a new AI-driven speech-to-text tool named Myna, which allows users to speak rather than type. Slated to debu...

Keywords: voice commands, dictation myna, dictation tools, users dictation, voice input, dictation technology, voice dictation, software myna, dictation options, voice assistant
Source: serverhost.com

How Jaiveer Singh Is Helping Robots — and Developers — Move Faster

When Jaiveer Singh talks about robots, he doesn’t begin with spectacle. He begins with infrastructure: the boards inside machines, the software that lets developers see through a robot’s cameras and t...

Keywords: developers robot, build robots, robotics future, robot builders, robots singh, robotics software, libraries robotics, robotics kits, robotics community, like robotics
Source: blogs.nvidia.com

NVIDIA BioNeMo Agent Toolkit Brings Accelerated AI to Life Sciences Researchers in Claude Science

Life sciences has entered an era of computational scale, and for more than a decade, NVIDIA has built the full GPU-accelerated computing stack — spanning hardware, frameworks, libraries, models, micro...

Keywords: nvidia scientific, toolkit nvidia, nvidia developer, nvidia bionemo, nvidia compute, scientific agents, nvidia technologies, nvidia libraries, libraries nvidia, workflows genomics
Source: blogs.nvidia.com

The environment tax: why we built Bitrise Remote Dev Environments - Bitrise Blog

AI-assisted builds grew 164x in a year. The rate teams ship to users fell by a fifth. Arpad Kun, VP of Engineering and Infrastructure at Bitrise, on the gap that opened up in between, and what his tea...

Keywords: increasingly ai, reducing ai, ai tooling, engineer ai, ai agents, ai driven, developer agent, productivity suddenly, ai assisted, engineers agents
Source: bitrise.io

How Deep Agents Run Untrusted Code Without a Sandbox

We recently introduced dynamic subagents in Deep Agents: instead of dispatching subagents one tool call at a time, we let the agent write a short script that orchestrates them. That script runs in a c...

Keywords: trustworthy agent, trusting agent, runtime agent, create_deep_agent, agent behave, agent create_deep_agent, agent write, agent useful, agent compromising, agents write
Source: langchain.com

Introducing GeneBench-Pro

Introducing GeneBench-Pro A research-level benchmark measuring how AI agents navigate ambiguity and make consequential judgments in computational biology. Scientific data rarely arrive with instructio...

Keywords: research genebench, biology benchmarks, performance genebench, difficulty genebench, methods genebench, analysis genebench, evaluations reliably, introducing genebench, capabilities genebench, typical genebench
Source: openai.com

SimpleHelp Authentication Bypass Vulnerability Exploited in the Wild to Deploy TaskWeaver Loader

A critical authentication bypass vulnerability in SimpleHelp Remote Monitoring and Management (RMM) software is being actively exploited in the wild. This enables attackers to deploy advanced malware,...

Keywords: vulnerability simplehelp, simplehelp authentication, malicious authentication, malware payload, attackers bypass, accessible compromised, platform attackers, attackers deploy, critical authentication, exploited vulnerabilities
Source: cybersecuritynews.com

We moved our Bluesky data to Eurosky

At a time when major tech platforms are concentrating ever more power, it is vital to take as many steps as possible towards digital autonomy. Our presence in the ATmosphere – Bluesky’s protocol – is...

Keywords: data eurosky, eurosky personal, hosted bluesky, pds hosting, server pds, email eurosky, platform pds, pds personal, eurosky eu, bluesky protocol
Source: waag.org

Building Observable Access Control at Scale: A Rule Engine Approach to JITA

The Problem At HubSpot, we have a fundamental tension built into our culture: we want to help customers succeed, which often means giving employees access to customer portals: Engineers to fix bugs, s...

Keywords: access decisions, access control, access security, prevent access, access policies, employees access, access secure, access circumstances, access decision, access need
Source: product.hubspot.com

On Chad Fowler's Phoenix Architecture

June 30,2026 I kept hearing about Chad Fowler's Phoenix Architecture, and after Charity Majors' endorsement, I figured it was worth an investigation. The core premise: LLMs make code cheap to generate...

Keywords: replace ai, regenerating, server tweaking, rewriting cheap, accelerating development, sshing production, regenerate, code rewriting, cheap editing, code disposable
Source: stevekrouse.com

Timers, Timeouts, and the Art of Waiting in Temporal

There's a question we see developers hit surprisingly often when they're first building with Temporal: should I use a timer or a timeout for this? It seems like it should be obvious: both involve time...

Keywords: timeouts temporal, timeouts workflow, timeouts workflows, timeout workflow, handle timeout, timeouts implement, understand timeouts, timeout useful, timeout defines, timeout essential
Source: temporal.io

Announcing Claude Sonnet 5 on Snowflake Cortex AI

We are thrilled to announce the availability of Claude Sonnet 5, Anthropic’s latest model, on Snowflake Cortex AI. As a launch partner with Anthropic, we're providing same-day availability of Claude S...

Keywords: snowflake ai, snowflakecomputing, snowflake cortex, agents snowflake, capabilities snowflake, snowflake sonnet, snowflakecomputing com, snowflake aware, sonnet snowflake, ai agents
Source: snowflake.com

How to Convince Your Boss

How to Convince Your Boss Bill Doerrfeld June 30, 2026 Want to justify your attendance at the Nordic APIs Summit? Use the template below to share the opportunity and benefits with your boss. We think...

Keywords: apis agentic, apis summit, nordic apis, api practitioners, apis expert, api strategies, api insights, api topics, apis, mcp apis
Source: nordicapis.com

BMW iX5 Blows Away the Competition with 460-KW Charging, 435-Mile Range

BMW iX5 Blows Away The Competition With 460-kW Charging, 435-Mile Range The iX5 gets the largest battery pack ever installed in an electric BMW.

The BMW iX5 will be one of the fastest-charging elect...
Keywords: ix5 bmw, bmw ix5, bmw ix3, ix5 electric, electric bmw, ix5 fastest, charging ix5, bmw ev, powered ix5, ix5 uses
Source: insideevs.com

Untitled

Memory for agents is still early, with little to no standards. “Memory” means something different to everyone. But one common pattern is emerging: wiki memory. The idea is simple: use an agent to turn...

Keywords: agent memory, memory agents, memory means, wiki memory, wikis memory, memory idea, memory, wiki agent, memory simplest, term memory
Source: langchain.com

European digital ID wallets are a gift to Google and Apple

European governments are rolling out digital identity wallets, which are to be used by citizens to access services, and to verify their age online. As reported by Follow the Money and Android Authorit...

Keywords: integrity mobile, android authority, certified android, android ecosystem, android attestation, google safety, integrity api, app tampered, apps government, google attestation
Source: waag.org

Kubernetes rightsizing trust gap: Why the stakes just got higher

Kubernetes rightsizing trust gap: Why the stakes just got higher Watch this webinar to learn why Kubernetes rightsizing has become more challenging than ever, especially as AI workloads, rising infras...

Keywords: kubernetes rightsizing, rightsizing automation, kubernetes environments, kubernetes, confidence kubernetes, learn kubernetes, optimize kubernetes, rightsizing trust, embracing automation, autonomous rightsizing
Source: cloudbolt.io

Microsoft reveals why Windows 11 keeps saying a file is in use after closing app

If you are an avid Windows user, there might’ve been times when you tried to delete or rename a file in Windows and saw the message “The action can’t be completed because the file is open in another p...

Keywords: file open, opened file, opens file, file handle, application closed, program opens, file stays, handle file, open file, holding file
Source: windowslatest.com

Introducing the Agent messaging experience

Introducing the Agent messaging experience Agents now support a new messaging experience, set by your app manifest:

Agent messaging experience ( agent_view ): agent conversations now look & feel the...
Keywords: agent messaging, assistant messaging, agent conversations, assistant_view agent, messaging experience, experience agent_view, new messaging, messages tab, agent_view agent, messaging
Source: docs.slack.dev

Looking Ahead to Postgres 19

Every Postgres release has a personality. Some releases are about one big headline feature. Some are about removing a long-standing pain point. Some are full of those "oh, nice" improvements that you...

Keywords: postgres release, postgres releases, reasons postgres, postgres development, postgres better, postgres improved, improvements postgres, postgres operational, production postgres, upgrade postgres
Source: snowflake.com

We Are the Last People Who Know How It Works

The Last People Who Know How It Works You only ever know the things you can lose to. To play a computer game in in the 1990s, you first had to understand how the computer worked. So you learned. You o...

Keywords: game floppy, floppy, modem, play computer, computer played, computer game, understand computer, modem sang, machine lost, modem connecting
Source: unix.foo

Context Window Management for Long-Running Agents: Strategies and Tradeoffs

In this article, you will learn five practical strategies for managing context windows in long-running AI agent applications, along with the key tradeoffs each approach introduces. Topics we will cove...

Keywords: context management, context windows, large context, managing context, context window, indefinitely context, rapidly context, dynamic context, window management, context overload
Source: machinelearningmastery.com

Cortex Sense for Enterprise AI Agents | Snowflake

Many of us grew up with a set of encyclopedias on a shelf at home, treated as the authority to answer almost anything. But the content in them often quickly became outdated. For example, we’d come acr...

Keywords: encyclopedia worked, did encyclopedias, new encyclopedia, encyclopedias, encyclopedias gave, encyclopedias shelf, encyclopedia, wikipedia breakthrough, set encyclopedias, older wikipedia
Source: snowflake.com

How ChatGPT adoption has expanded

How ChatGPT adoption has expanded A new picture of global AI adoption. ChatGPT adoption is widening and deepening around the world. New OpenAI Signals data shows that people use ChatGPT more often and...

Keywords: chatgpt broader, evolving chatgpt, chatgpt plans, chatgpt adoption, incorporating chatgpt, chatgpt usage, incorporate chatgpt, chatgpt routines, use chatgpt, chatgpt
Source: openai.com

Lightweight deletes for Tinybird Data Sources now in Beta

Tinybird's ability to delete data predates ClickHouse®'s lightweight delete functionality. Back when we shipped POST /v0/datasources/{name}/delete , the only way to delete data in ClickHouse was throu...

Keywords: lightweight deletes, tinybird deletes, lightweight delete, deletes tinybird, delete tinybird, delete functionality, datasources delete, datasource delete, tinybird computes, runs delete
Source: tinybird.co

Agents in Orbs

<p>You can now launch Amp agents remotely in orbs:</p> <p><video class="demo-video" height="1080" loop="loop" src="https://static.ampcode.com/news/agents-in-orbs-demo-main.mp4" type="video/mp4" width=...

Keywords: orb mp4, amp agents, video orbs, remotely orbs, orbs video, orb video, agents orbs, cpu agents, orbs demo, code amp
Source: ampcode.com

Exploring PDP-1 Lisp (1960)

PROGRAMMING LISP ON THE DEC PDP-1 A HANDS-ON START CONTENTS PDP-1 Lisp: Introduction Bringing up Lisp Loading and saving Loading DDT & mixing assembly in Lisp programs An AI tutor for PDP-1 Lisp WORK...

Keywords: pdp lisp, lisp programming, programming lisp, lisp pdp, lisp introduction, lisp manuals, lisp programs, lisp program, introduction lisp, basic lisp
Source: obsolescence.dev

SELP: A framework for implementing the perception–action loop in an AI agent

I am a final year student at the Birla Institute of Technology and Science Pilani, pursuing Mechanical Engineering. I am extremely grateful for the opportunity to pursue my research internship under t...

Keywords: communication uavs, automated drone, drone corridors, vehicles uavs, dynamics uav, uavs 5g, training ai, uav, uav motion, aerial vehicles
Source: kiac.iisc.ac.in

Words Are a Byproduct of Consciousness. For LLMs, It's Backwards

Stop for one second and ask yourself a simple question. Where do your words come from? When you speak, what comes first, the idea or the word? Do you first feel a thought inside you, and only after th...

Keywords: idea consciousness, consciousness llm, humans think, consciousness, byproduct consciousness, llm words, words llm, consciousness thing, think word, speak think
Source: ranpara.net

Creating Images and Videos in Java With the New Nano Banana and Omni Models

Creating Images and Videos in Java With the New Nano Banana and Omni Models Google just announced the launch of some new image and video models: Nano Banana 2 Lite (the fastest, most cost-efficient Ge...

Keywords: videos java, video gemini, generating video, video generation, generated video, videointeraction client, video build, video omni, java sdk, println video
Source: glaforge.dev

Expanding our Heat Resilience data to 50+ global cities

Climate & Sustainability

Keywords: climate sustainability, sustainability, climate
Source: research.google

Introducing TabFM: A zero-shot foundation model for tabular data

Data Management

Keywords: data management, data, management
Source: research.google

Apricot Computers: An underrated British brand

You hear a lot about Sinclair and Amstrad and Acorn computers. But when it comes to British brands, it seems like we don’t hear a lot about Apricot. But thanks to a television program that aired in ea...

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Source: dfarq.homeip.net

Nano Banana 2 Lite

<a href="https://news.ycombinator.com/item?id=48735444">Comments</a>

Keywords: news ycombinator, href, ycombinator com, ycombinator, href https, comments, https news, 48735444 comments, com item, news
Source: deepmind.google