Daily Tech News - 2026-06-18

Tech's rapid evolution continues to dominate headlines today, with a clear focus on the burgeoning capabilities and intricate challenges of AI, alongside significant advancements in hardware and developer tooling. The debate around AI models intensifies, as discussions highlight local Qwen's role not as an inferior Opus, but as a distinct tool, emphasizing the diverse applications of LLMs. Scaling AI workloads is a prominent theme, with new tools like EvalHub and Kueue emerging to manage large language model evaluation in Kubernetes, and the availability of Kimi K2.7 Code on serverless inference offering leading price-performance.

The landscape of AI agents is also rapidly expanding, with new frameworks and methodologies like "The Agent Stack" and Project Glasswing exploring their potential in diverse tasks, from coding to security. However, this power comes with its own set of "horror stories," underscoring the critical need for robust vulnerability harnesses and advanced security measures that can keep pace with AI-driven development.

On the performance front, the push for efficiency is relentless. Innovations like custom hipBLASLt libraries on AMD Instinct GPUs, portable 3D explorable world generation, and LLM-guided autotuning for Helion Kernels are crucial for accelerating generative AI and machine learning workloads. Integer quantization continues to be a key area for optimizing large transformer models. Network infrastructure is also evolving, with comparative analyses focusing on scale-out RoCE traffic patterns to support massive LLM training.

Finally, the developer ecosystem is seeing vital enhancements. Biome is shaping the future of JavaScript tooling with integrated formatters and linters, while solutions for accelerating CI test suites are addressing bottlenecks caused by agentic coding. Data engineers are also getting new capabilities, such as the dbt Adapter for Confluent Cloud, streamlining analytics pipelines. Collectively, these developments paint a picture of a tech world relentlessly pushing boundaries in AI innovation, performance optimization, and developer productivity.

Featured Articles

Local Qwen isn't a worse Opus, it's a different tool

Local Qwen isn't a worse Opus, it's a different tool We've all heard people say that local Qwen 27B or 35-A3B is "near-Opus level", but I have receipts from a software business and open source project...

Keywords: local qwen, qwen model, better qwen, releases qwen, models genuinely, models strong, qwen3, qwen worst, unsupervised qwen, bigger models
Source: blog.alexellis.io

Comparative Analysis of Scale-Out RoCE Network Traffic Patterns and Loads in Training Large Language Models

Comparative Analysis of Scale-Out RoCE Network Traffic Patterns and Loads in Training Large Language Models# As large-scale AI workloads continue to grow, understanding network behavior becomes critic...

Keywords: roce network, ethernet roce, roce ethernet, scalable rocm, network training, ai infrastructure, ai infrastructures, gpu networks, network computing, ethernet ai
Source: rocm.blogs.amd.com

Building and Deploying Custom hipBLASLt Libraries on AMD Instinct GPUs

Building and Deploying Custom hipBLASLt Libraries on AMD Instinct GPUs# General Matrix Multiply (GEMM) operations are a core component of many generative AI workloads. Whether you are running attentio...

Keywords: optimized gemm, gemm implementations, implementations amd, hipblaslt computationally, runtime hipblaslt, rocm amdgpu, architectures amd, amd compiler, hipcc compiler, architecture amd
Source: rocm.blogs.amd.com

Preserve OpenShift Pipelines logs with OpenTelemetry

If your team has fully embraced CI/CD on Red Hat OpenShift, you already know the capability of Red Hat OpenShift Pipelines. Built on the open source Tekton framework, it allows developers to create cl...

Keywords: openshift pipelines, openshift pipeline, pipeline openshift, openshift cluster, pipeline pods, keeping openshift, kubernetes pipeline, openshift build, container openshift, churn openshift
Source: developers.redhat.com

Biome and the Future of JavaScript Tooling

Biome and the Future of JavaScript Tooling Podcast: Play in new window | Download Subscribe: RSS Modern web development requires an ever-growing collection of tools including formatters, linters, bund...

Keywords: typescript ecosystem, eslint tooling, maintainer biome, biome introduces, notably typescript, biome linters, plugins tool, javascript tooling, cli editor, different tools
Source: softwareengineeringdaily.com

Manage LLM evaluation workloads at scale with EvalHub and Kueue

EvalHub is a service for running large language model (LLM) evaluation benchmarks in Kubernetes environments. As organizations scale their AI/ML workloads, they face increasing challenges around resou...

Keywords: development evalhub, evalhub manages, evalhub service, monitoring evalhub, evalhub api, evalhub project, evaluation_job_created evalhub, evalhub needs, evalhub jobs, using evalhub
Source: developers.redhat.com

Build your own vulnerability harness

A few weeks ago, we published our initial findings from Project Glasswing, looking at what happens when you point frontier security models at an enterprise codebase. We also explored how our defensive...

Keywords: agentic workflows, ai security, security models, ensure vulnerabilities, agents scanning, pipeline ai, issue agents, vulnerabilities cross, threat model, ai ecosystem
Source: blog.cloudflare.com

Efficient and Portable 3D Explorable World Generation on AMD GPUs

Efficient and Portable 3D Explorable World Generation on AMD GPUs# Explorable 3D world generation is becoming a foundational capability for spatial and embodied intelligence. Training agents that can...

Keywords: gpus matrix3d, matrix3d adapted, running matrix3d, matrix3d provides, unnecessary matrix3d, specifically matrix3d, matrix3d amd, matrix3d present, matrix3d originally, matrix3d
Source: rocm.blogs.amd.com

Deep Learning Weekly: Issue 460

Deep Learning Weekly: Issue 460 GLM 5.2, Understanding Your Claude Code Spend: What’s Actually Driving the Cost, a paper on Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories,...

Keywords: glm built, coding agents, agentic coding, multimodal stories, multimodal models, coding agent, cost glm, 460 glm, source agentic, coding model
Source: deeplearningweekly.com

From Minutes to Seconds: LLM-Guided Autotuning for Helion Kernels

Featured projects TL;DR Helion, PyTorch’s domain-specific language (DSL) for performance portable machine learning kernels, heavily relies on autotuning for performance. Currently Helion searches util...

Keywords: llm benchmarking, faster kernel, kernel autotuner, benchmark llm, autotuning performance, kernels heavily, performance kernel, kernel tuning, suite benchmarked, compiling benchmarking
Source: pytorch.org

How to (easily) run a fully local, private AI assistant with OpenClaw and QVAC

What an agent harness is, and what OpenClaw does A language model on its own can only produce text. It cannot open a file, run a command, call an API, or remember what it did five minutes ago. An agen...

Keywords: openclaw agent, harness openclaw, running openclaw, openclaw plugins, openclaw run, openclaw harnesses, openclaw harness, model openclaw, openclaw running, agent harness
Source: qvac.tether.io

The Agent Stack

Agents are designed to do almost any kind of work, from answering support tickets to writing code. No matter how complex the workload, how long it runs, or how many turns it takes to complete, every a...

Keywords: agents frameworks, agents use, agent framework, agents work, workflows agents, sdk agents, agent stack, agents need, agent interface, agents agent
Source: vercel.com

Kimi K2.7 Code Now Available on Serverless Inference with Leading Benchmark Price-Performance

Kimi K2.7 Code, the latest coding model from Moonshot AI, is now available on CoreWeave Serverless Inference. In addition, CoreWeave is the leading AI inference provider in the most attractive quadran...

Keywords: coreweave ai, ai coreweave, optimizing kimi, benchmarks artificial, workloads kimi, benchmarks, performance optimizations, ai latest, efficiency moonshot, moonshot ai
Source: wf.coreweave.com

Beyond the benchmark: Advancing security at AI speed

Every vulnerability has two clocks running. One belongs to the defender racing to find it; the other to the cyberattacker hoping to find it first. For as long as software has existed, those clocks hav...

Keywords: microsoft security, vulnerability clocks, target vulnerabilities, vulnerability hunting, vulnerabilities core, vulnerability discovery, defender workflows, software vulnerabilities, ai agents, vulnerabilities end
Source: microsoft.com

Accelerating your test suite in CI

CI bottlenecks have always dragged on team velocity, but agentic coding raised the stakes. When agents write a good chunk of the code, your pipeline runs many more times per day, and every wasted minu...

Keywords: ci bottlenecks, tests parallel, parallel tests, execution parallelism, parallel testing, speeding pipelines, execution parallel, bottleneck teams, tests slow, bottlenecks
Source: depot.dev

Coding Agent Horror Stories: The 13-Hour AWS Outage

In Part 1, we walked through six categories of AI coding agent failures and why they keep happening. The agent runs as you, with your filesystem permissions and your credentials, and nothing sits betw...

Keywords: agent failures, handled aws, aws engineer, aws lost, amazon developer, enforced aws, aws environment, amazon engineer, bug aws, production aws
Source: docker.com

Ten years ago this month, we released ClickHouse as an open-source project. What started as a prototype I built to solve a real data problem has grown into something I could not have imagined: 2,000 c...

Keywords: contributor clickhouse, engineering clickhouse, clickhouse webassembly, builds clickhouse, functions clickhouse, systems clickhouse, improvements clickhouse, inventor clickhouse, benchmarking clickhouse, testing clickhouse
Source: clickhouse.com

Meet PXI: the AI engineering agent inside Phoenix

Co-Authored by Mikyo King, Head of Open Source & Roger Yang, Software Engineer & Nancy Chauhan, Developer Relations Engineer & Anthony Powell, Open Source Engineer. We’re excited to talk about PXI (Ph...

Keywords: pxi ai, pxi investigates, pxi_phoenix_cloud project, pxi phoenix, pxi tools, inspect pxi, pxi tool, pxi docs, pxi useful, pxi analyze
Source: arize.com

How Vstorm Put AGENTS.md Into Every AI Agent-Ready Project It Ships

Vstorm, an Applied Agentic AI Engineering Consultancy and AAIF Silver Member, embedded AGENTS.md auto-generation into its open source agentic AI project template. Every FastAPI + Next.js project the t...

Keywords: build agents, code agents, coding agents, ai agents, create agents, ai agent, projects ai, generate agents, designing agentic, embedded agents
Source: aaif.io

Integer Quantization: Deep Dive

A lot has happened in transformer quantization over the past few years, from barely being able to quantize a 7B model in INT8 without destroying accuracy, to routinely fitting a 70B model in 4-bits on...

Keywords: quantization preferred, quantization uses, transformer quantization, quantization use, quantization memory, quantization matters, quantization instead, quantization really, quantization generally, quantization improve
Source: hello-fri-end.github.io

Meeting Data (and Analytics) Engineers Where They Are: Introducing the dbt Adapter for Confluent Cloud

New in Confluent Cloud: Making Data & Pipelines Accessible for AI-Ready Streaming | Learn More dbt is the most commonly used tool by data engineers to define SQL transformations (as models), write tes...

Keywords: streaming pipelines, confluent cloud, data pipelines, streaming engine, pipelines dbt, stream processing, cloud dbt, streaming fundamentally, streaming sql, framework streaming
Source: confluent.io

Agent Factory Recap: 100X engineering with AI agents in Google Antigravity 2.0

Agent Factory Recap: 100X engineering with AI agents in Google Antigravity 2.0 Shir Meir Lador Head of AI Engineering, Google Cloud Developer Relations In this episode of the Agent Factory, I sat down...

Keywords: agentic engineering, google agentic, agents google, ai agents, agents build, agent platform, agentic engineers, agent agent, agent platforms, agent factory
Source: cloud.google.com

At Cannes Lions, NVIDIA Partners Reshape Advertising and Marketing With AI

The digital era gave the advertising and marketing industry speed; the AI era is giving it autonomous operations. For companies building next-generation technologies for advertising and marketing, the...

Keywords: ai marketing, industries ai, ai company, ai infrastructure, enterprise ai, causal ai, ai, ai billions, keeping ai, ai agents
Source: blogs.nvidia.com

Beyond LoRA: Can you beat the most popular fine-tuning technique?

Beyond LoRA: Can you beat the most popular fine-tuning technique? When you plan to fine-tune a model in a parameter-efficient way, think beyond LoRA If you want to fine-tune an open model on your own...

Keywords: techniques tuning, tuning memory, model memory, benchmark lora, tuning existing, tuning peft, benchmarks peft, tuning alternative, fine tuning, tuned model
Source: huggingface.co

Building Hacker News Trends with Upstash Redis Search

Building Hacker News Trends with Upstash Redis Search hackernewstrends.com is a tool that shows how often Hacker News talked about a term over time, similar to Google Trends. You can follow a single t...

Keywords: search trend, redis search, trends tool, google trends, trends upstash, search hackernewstrends, hacker trends, upstash redis, google bigquery, redis database
Source: upstash.com

Modular: Modular 26.4: SOTA MoE Serving, Model Bringup via Agent Skills, Mojo 1.0 Beta 2 and More

Modular 26.4 brings state-of-the-art mixture-of-experts (MoE) serving to Modular Cloud, expands MAX support for the newest open-weight models, and takes another step toward Mojo 1.0. Modular Cloud is...

Keywords: modular cloud, cloud modcon, cloud max, available modular, optimizations cloud, cloud kernels, max modular, architectures glmmoedsaforcausallm, modular native, cloud built
Source: modular.com

Apple Internals: Swift in the Kernel

Apple Internals: Swift in the Kernel A new series reverse-engineering Apple's internals. After WWDC, I saw Devon Maloney posted a slide saying Apple has “started writing parts of the core operating sy...

Keywords: swift kernelkit, kernel swift, kernelkit_osx kernelkit_ios, swift kernel, kernelkit_ios, swift_embedded, kernelkit ios, ios kernelkit, target_os_kernelkit kernelkit, kernelkit kernelkit_osx
Source: blog.calif.io

The Trends #11: AI agents still can't build software from scratch

The Trends #11: AI agents still can't build software from scratch The Trends filter tracks tech trends: what moved, why it matters, and what to watch next. If you spot a signal I missed, reply with a...

Keywords: ai agents, ai constantly, ai spend, treat ai, ai users, coding agents, ai writes, say ai, code ai, tech trends
Source: newsletter.techworld-with-milan.com

We built a durable agent that debugs durable agents

When regular software breaks, a harness agent (Claude Code, Codex, whatever) follows the stacktrace and fixes it. AI fails silently across hundreds or thousands of traces, with no stack trace to follo...

Keywords: kelet debug, debug temporal, ai failures, failures ai, continuously diagnoses, diagnose software, bugs trace, kelet workflows, failure analysis, kelet monitoring
Source: temporal.io

Appcues delivers personalized customer engagement with ClickHouse Cloud

Appcues uses ClickHouse Cloud to support real-time analytics and segmentation across 1.31 PB of data and 410 billion events.
While their previous technology stack, which included Airflow and Snowf...
Keywords: appcues analytics, cloud appcues, appcues manages, analytics appcues, appcues provides, appcues platform, appcues uses, appcues optimized, analytics experience, running analytics
Source: clickhouse.com

Emacs 31 Is Around the Corner: The Changes I'm Daily Driving

Emacs 31 Is Around the Corner: The Changes I'm Already Daily Driving Karthik Chikmagalur recently published another of his excellent "Even More Batteries Included with Emacs" posts, digging into lesse...

Keywords: emacs 31, emacs_31 demo, emacs_31, 31 emacs, unreleased emacs, new emacs, ready emacs, emacs release, emacs today, emacs continues
Source: rahuljuliato.com

Inference Conversation History (Beta)

Telnyx Inference now supports Conversation History, the ability to persist, index, and semantically search call transcripts across your Telnyx communications. Because Telnyx owns the full stack from n...

Keywords: telnyx inference, transcripts telnyx, telnyx communications, completes telnyx, communications telnyx, telnyx automatically, ai conversation_histories, index conversations, conversation_persistence sip, telnyx
Source: telnyx.com

Modern Swift Testing: The Complete Guide - 1

Modern Swift Testing: The Complete Guide - 1 Macros, Assertions, and Moving Away from XCTest Introduction TL;DR: In this article, we will explore the fundamentals of Swift Testing, its key features, a...

Keywords: swift testing, testing swift, tests swift, test swift, swift test, swifttestingdemo, swifttestingdemo xcodeproj, container swifttestingdemo, development swift, xcode test
Source: kyawthemonkey.com

We’re entering the age of large-scale synthetic data

To humans, the internet feels infinite, a vast, ever-expanding space of knowledge. To learning systems, it’s starting to look finite. A place where genuinely new learning signals are increasingly hard...

Keywords: training pipelines, synthetic data, openai, infrastructure ml, pipelines synthetic, simulators scalable, data engines, human annotation, suggest openai, building synthetic
Source: lambda.ai

Microsoft new Outlook takes 10 seconds to do what Outlook Classic does instantly

Microsoft’s Outlook for Windows has a notification problem that is hard to ignore. Clicking a Windows 11 notification for a new email is supposed to take you straight to that message. Instead, the new...

Keywords: difference outlook, compared outlook, outlook windows, outlook uses, new outlook, outlook apps, outlook microsoft, outlook new, outlook improved, does outlook
Source: windowslatest.com

What is an agent harness? Why harnesses are replacing agent frameworks

The key work in agent systems has moved up the stack. For the last two years the focus was on how you phrased a model call and which Python wrapper you chained it through. It is now in the layer above...

Keywords: agent harness, agent engineering, agent behaves, engineered agent, harness engineering, harness architecture, agents abstractions, harness observability, agent reasons, harness models
Source: arize.com

Use your own language model key in VS Code

Use your own language model key in VS Code June 18, 2026 by Kayla Cinnamon At Microsoft Build this year, I had the opportunity to present in the opening keynote. One thing I showed was using local mod...

Keywords: open chatlanguagemodels, chatlanguagemodels, vs code, model chat, manage language, supports language, language model, provide language, directly language, model locally
Source: code.visualstudio.com

Reduced cost, better isolation, and more resilience: Strands Agents evolves next-gen capabilities

Agents break in production for common reasons like the context window filling up, emerging needs like filesystem access, and unexpected failure scenarios in distributed environments. We shipped Strand...

Keywords: agent tools, agents build, agents context, runtime agent, context agent, agents shell, agents production, agentcore runtime, agents needing, agent uses
Source: strandsagents.com

Agentic AI Security: Snowflake's Data-Model-Agent Framework

AI agents are changing the enterprise security equation. An agent goes beyond responding to questions to actually take actions and execute tasks on your behalf. As part of that process, it may query s...

Keywords: agent security, ai security, ai agents, agentic security, security ai, agents access, agentic ai, ai secured, protects ai, ai policies
Source: snowflake.com

I need your clothes, your boots, and your motorcycle

One of the reasons little progress was made on the Power Macintosh emulation in MAME for a long time is that it’s very tedious to debug. There’s a lot of code surface, it’s written in 3 languages (Pow...

Keywords: debug mame, emulation mame, mame powerpc, modifying mame, failure mame, glitch mame, emulation fixing, mame support, debugging power, mame
Source: rbelmont.mameworld.info

The Token Compression Illusion: Why I'm Skeptical of RTK

The Token Compression Illusion: Why I'm Skeptical of RTK RTK's pitch sounds like an absolute developer cheat code: "Cut token usage, keep the same intelligence, pay 1/10 the price." With 60k GitHub st...

Keywords: adopting rtk, rtk essentially, standpoint rtk, benchmarks rtk, rtk marketing, rtk introduces, rtk relies, compressed rtk, rtk rtk, like rtk
Source: mroczek.dev

Troubleshoot application misbehavior after an OpenShift upgrade

This article explains how to diagnose and address application misbehavior after a Red Hat OpenShift upgrade. Container awareness is a primary focus, as it dictates how an application behaves within a...

Keywords: container openshift, openshift upgrade, deployed openshift, provisioned openshift, openshift cluster, disruptions openshift, openshift discuss, openshift detailed, openshift serving, openshift nodes
Source: developers.redhat.com

Squidbleed (CVE-2026-47729)

Squidbleed (CVE-2026-47729) Heartbleed's ancient cousin, hiding in Squid since 1997. Two weeks ago, we dropped an HTTP/2 bomb cooked up by Codex Cyber. This time, we sent Claude Mythos Preview spelunk...

Keywords: squidbleed heartbleed, squidbleed, encountered squid, madbugs squidbleed, meet squidbleed, squidbleed plugging, bugs squid, squidbleed cve, spelunking squid, squid getting
Source: blog.calif.io

The Big Objects Playbook: Payload Capture and Replay

You’ve likely hit this performance wall before or know someone who has. Standard object storage starts creeping toward its limits. Queries slow down. Compliance asks for seven years of audit history....

Keywords: big objects, storing big, large data, big object, object storage, objects big, querying big, massive data, storage limits, data storage
Source: developer.salesforce.com

Windows ME released June 19, 2000

Windows Millenium Edition, or Windows Me or Windows ME, was released June 19, 2000. It was the successor to Windows 98 SE and Microsoft’s least successful operating system since the late 1980s. It was...

Keywords: windows millenium, windows generation, windows original, 98 windows, dos windows, microsoft operating, windows released, edition windows, successor windows, win95 difference
Source: dfarq.homeip.net

Advanced Compilers: The Self-Guided Online Course

CS 6120: Advanced Compilers: The Self-Guided Online Course CS 6120 is a PhD-level Cornell CS course by Adrian Sampson on programming language implementation. It covers universal compilers topics like...

Keywords: cs course, lessons cs, compilers instructor, course cs, cs 6120, programming, programs lesson, compilers, multimedia instruction, instruction sets
Source: cs.cornell.edu

npm v12’s Biggest Security Change: From Implicit to Explicit Trust

npm v12’s Biggest Security Change: From Implicit to Explicit Trust For years, installing an npm package has meant trusting that every package in the dependency tree will behave as expected. Whether co...

Keywords: malicious npm, npm malware, security dependencies, trusted npm, trustworthy npm, security npm, malicious packages, dependency attacks, packages trusted, dependency npm
Source: jfrog.com

Aikido and OWASP bring agentic Code Audit to the global AppSec community

Aikido and OWASP bring agentic Code Audit to the global AppSec community Thursday, June 18, 2026 Aikido Security and OWASP launch a new individual member benefit: pentester-grade code audits, powered...

Keywords: security owasp, software owasp, owasp program, audit developers, owasp aikido, code audits, aikido audit, aikido security, security ai, project owasp
Source: owasp.org

AWS NY Summit 2026: AI Infrastructure, Quantum & PQC Security

AWS NY Summit 2026: AWS Builds the Full-Stack Foundation for AI and Quantum-Ready Security AWS used its New York Summit to deliver a sweeping infrastructure update spanning custom silicon, quantum com...

Keywords: algorithms aws, ai cloud, strengthens aws, core aws, computing amazon, cloud ai, ai infrastructure, compute services, evaluating cloud, quantum computing
Source: efficientlyconnected.com

How Services Find Each Other: A Hands-On Guide to Stork and Consul with Quarkus

How Services Find Each Other: A Hands-On Guide to Stork and Consul with Quarkus Run two provider instances, one consumer, and a local Consul agent to learn how discovery, health checks, and load balan...

Keywords: kubernetes run, kubernetes, kubernetes machinery, inside kubernetes, kubernetes does, policy kubernetes, kubernetes inside, service quarkus, stork kubernetes, outside kubernetes
Source: the-main-thread.com

JUST LAUNCHED! PyTorch Certified Associate (PTCA)

Prove You Can Work with the Technology Behind Modern AI Linux Foundation Education and PyTorch Foundation have launched the PyTorch Certified Associate (PTCA), a new certification designed for early-s...

Keywords: pytorch certification, expertise pytorch, pytorch skills, pytorch certified, education pytorch, pytorch workflows, pytorch knowledge, pytorch foundation, practical pytorch, ai workflows
Source: pytorch.org

Why everyone is talking about real-time analytics (a note from “the yellow company”)

There has been a lot of discussion recently around real-time analytics. For years, this was often dismissed as a small use case, relevant to a smaller set of operational or customer-facing workloads....

Keywords: analytics benchmarked, analytics benchmark, clickhouse benchmarks, analytics live, analytics capabilities, facing analytics, benchmarked real, benchmarks clickbench, real benchmarks, analytics observability
Source: clickhouse.com

GitHub gives maintainers a throttle for the AI pull request surge

David Kravets June 18, 2026 7 min read June 18, 2026 7 min read Cut code review time & bugs by 50% Most installed AI app on GitHub and GitLab Free 14-day trial Despite the obituaries for the pull requ...

Keywords: maintainers github, github maintainer, open maintainers, source maintainers, maintainers contributors, gives maintainers, github tells, review github, sharper github, github plans
Source: coderabbit.ai

Introducing LangSmith’s No Code Agent Builder

By Brace Sproul and Sam Crowder Today, we’re expanding who can build agents beyond developers. While a lot of the highest volume, customer-facing agents will be built by technical teams, nearly every...

Keywords: build agents, build agent, agent builder, agents developers, building agents, building agent, make agent, builder agent, agent building, agents built
Source: langchain.com

Skills Over MCP

I’m a big fan and user of both MCP and Agent Skills, so when I learned there’s a Skills Over MCP working group (WG) that’s looking into integrating Skills with MCP, I had no choice but to lurk. The pr...

Keywords: teaching agent, agent skills, skills agent, agent tools, skills mcp, providing instructional, mcp agent, skill agent, agent experience, providing skill
Source: aaif.io

The Roadmap to Mastering AI Agent Evaluation

In this article, you will learn how to evaluate AI agents rigorously by examining their full execution process rather than only their final outputs. Topics we will cover include:

Why agent evaluatio...
Keywords: evaluation agents, agents evaluate, agent evaluation, evaluating agent, evaluate ai, ai agents, ai agent, agent performance, improving agent, agent eval
Source: machinelearningmastery.com

What's new in Postgres Managed by ClickHouse: RBAC, Terraform, ClickPipes, extensions, and more

Postgres managed by ClickHouse went into public beta in May. It is a fully managed, NVMe-backed Postgres service that is natively integrated with ClickHouse. Since then it has had a busy summer. We sh...

Keywords: clickhouse postgres, postgres clickhouse, managed postgres, postgres uses, postgres services, postgres managed, platform oltp, postgres available, resource clickhouse_postgres_service, clickhouse analytics
Source: clickhouse.com

What was nice about the UI of Windows 2000

blog - git - desktop - contact 2026-06-16 I liked the UIs of the entire era from 3.0 to 2000, really. I'm mostly using Windows 2000 as an example here because it runs so well in QEMU/KVM and that allo...

Keywords: start button, windows 2000, 2000 windows, start menu, ui, turning pc, boot windows, program windows, start programs, old windows
Source: movq.de

WWDC 2026: Device Hub and what it means for CI/CD - Bitrise Blog

At WWDC 2026, Apple shipped a long list of changes, and we covered the ones flying under the radar in our round-up of the less-reported announcements. One of them deserves a closer look on its own: th...

Keywords: devicectl simulators, devices simulators, devicectl simulator, device simulator, simulators device, simulators unified, unified devicectl, manage simulators, simulators managed, simulators xcode
Source: bitrise.io

A Faster Librarian

<p>The <a href="/news/librarian">Librarian</a> is now ~3x faster and 43% cheaper, with the same quality.</p> <p>It now runs on GPT-5.5 (no reasoning) with <a href="/news/faster-deep-rush">websocket mo...

Keywords: openai websocket, rush websocket, openai, news faster, websocket, speedup, runs gpt, 9x faster, gain websocket, librarian sonnet
Source: ampcode.com

New usage analytics and updated spend controls for enterprises

New usage analytics and updated spend controls for enterprises New usage analytics and updated spend controls give ChatGPT Enterprise admins more visibility, control, and confidence in their AI deploy...

Keywords: credit usage, usage credit, usage analytics, new analytics, credit spend, credit consumption, analytics global, track usage, analytics, chatgpt enterprise
Source: openai.com

The full Snyk AI Security Platform, free for open source maintainers

The full Snyk AI Security Platform, free for open source maintainers June 18, 2026 0 mins readFinding issues is easier than ever. Triaging and fixing them is what's scarce. Through Snyk's Secure Devel...

Keywords: fixed maintainers, oss maintainers, source maintainers, finding bugs, maintainers snyk, source maintainer, applications maintainer, open source, projects snyk, snyk ai
Source: snyk.io

Explore the New Qt Interface in Audacity 4.0 Beta: A Fresh Look for Audio Editing

Audacity has released the first public beta of version 4.0, marking a significant design overhaul for this well-known open-source audio editor. The interface has transitioned from wxWidgets to a new Q...

Keywords: interface audacity, audio editor, audacity projects, audacity accommodates, compatibility audacity, audacity, audacity beta, audacity released, beta audacity, audacity com
Source: serverhost.com

GLM-5.2 and IndexShare for Long-Context Sparse Attention

GLM-5.2 and IndexShare for Long-Context Sparse Attention GLM-5.2 is a recent open-weight model release from Z.ai. My first impression is that it is the best open-weight model today. As usual for fresh...

Keywords: glm indexshare, deepseek sparse, attention glm, attention deepseek, earlier glm, attention dsa, glm architecture, attention indexer, glm recent, deepseek v3
Source: sebastianraschka.com

Modos Color Monitor Pushes E-Paper Displays Further

Last fall, Modos debuted the Paper Monitor and Dev Kit, an open-source e-paper display kit that hit a record 75-hertz refresh rate. The project was successful, raising almost double its $110,000 goal....

Keywords: paper monitor, paper monitors, display innovations, paper display, display kit, monitor dev, paper dev, displays paper, monitor, ink screens
Source: spectrum.ieee.org

Zero-Touch OAuth for MCP

The Enterprise-Managed Authorization extension is now stable. Organizations can centrally manage authorization for MCP servers and end-users can access all connected MCP servers through a single log i...

Keywords: mcp authorization, authorization mcp, manage authorization, authorization servers, managed authorization, authorization ema, authorization authenticates, authorization extension, servers authorization, authorization model
Source: blog.modelcontextprotocol.io

Pi 0.79.7

Automatic theme mode - /settings can choose separate light and dark themes and follow terminal color-scheme changes. See Selecting a Theme. Self-only updates by default - pi update now updates pi only...

Keywords: terminal color, automatic theme, warp terminal, style diffs, terminal image, theme settings, kitty graphics, rendering kitty, dark themes, warp terminals
Source: pi.dev

Socket MCP Adds Org Alerts, Threat Feed Review, and Package Inspection

Product Socket Firewall Now Blocks Malicious VS Code and Open VSX Extensions Socket Firewall blocks malicious VS Code and Open VSX extensions before install, protecting developers from compromised edi...

Keywords: socket alerts, socket threat, socket apis, socket dev, socket package, socket organizations, developers security, socket alert, protecting developers, socket mcp
Source: socket.dev

The Forge We Deserve

GitHub is having a tough time. Their uptime (or rather, lack thereof) has become a meme, they’re facing exponential usage growth thanks to AI, and now high-profile projects like Ghostty are moving awa...

Keywords: github forge, git forges, github, git forge, github run, github project, github integration, use github, burning github, github having
Source: btao.org

Ubiquiti: Enterprise NAS, Built on ZFS

Enterprise storage has traditionally required costly licensing, proprietary hardware, and complex management. ENAS changes that by delivering a private, local storage platform designed for performance...

Keywords: enterprise storage, storage platform, enterprise infrastructure, enterprise, storage traditionally, local storage, storage, associated enterprise, management enas, performance scalability
Source: blog.ui.com

DeepSeek Introduces Vision

JavaScript is disabled In order to continue, we need to verify that you're not a robot. This requires JavaScript. Enable JavaScript and then reload the page.

Keywords: javascript disabled, reload page, requires javascript, javascript reload, enable javascript, javascript enable, javascript, reload, robot, enable
Source: chat.deepseek.com

In the past few months I have unwittingly become an expert on all things W Social: the microblogging platform that is a fork of Bluesky and bills itself as Europe’s alternative to X, with identity ver...

Keywords: social microblogging, article social, microblogging, microblogging platform, platform social, social eu, social european, social today, social concerning, launch social
Source: blog.elenarossini.com

How to Manage Your Discord Desktop Notifications: A Complete Guide

How to Manage Your Discord Desktop Notifications: A Complete Guide Clyde June 18, 2026 You joined a server. Then another. Then like… seven more, because your friend kept saying "oh you HAVE to be in t...

Keywords: discord notifications, notifications discord, discord notify, notify discord, desktop notifications, notifications desktop, notifications talking, server notifications, notifications sounds, notifications entirely
Source: discord.com

Pot Odds and Expected Value in Texas Hold ‘Em

Image by Author The first post in this series covered how to calculate the probability of improving your hand using outs, card removal, and the Rule of 2 and 4. But knowing you have a 36% chance of co...

Keywords: pot odds, odds pot, odds decision, odds directly, opponent bets, poker thinking, odds expected, odds express, given odds, deciding bet
Source: statology.org

SteamOS Linux 3.8 released as stable

Install Steam sign in | language 简体中文 (Simplified Chinese) 繁體中文 (Traditional Chinese) 日本語 (Japanese) 한국어 (Korean) ไทย (Thai) Bahasa Indonesia (Indonesian) Bahasa Melayu (Malay) BETA Български (Bulgari...

Keywords: romanian русский, русский russian, русский, finnish, vietnamese українська, bulgarian, swedish, ukrainian, greek français, turkish
Source: store.steampowered.com

Using AI to help physicians diagnose rare genetic diseases affecting children

Using AI to help physicians diagnose rare genetic diseases affecting children In an NEJM AI study, experts used an OpenAI reasoning model to reanalyze 376 previously unsolved cases and surface leads f...

Keywords: clinical genomic, diagnoses genomic, patient genome, experts diagnosis, diagnosis experts, genetics ai, clinical genetics, evidence patients, diagnose rare, genetic diagnosis
Source: openai.com