Here is your daily tech news summary for July 16, 2026

Here is your daily tech news summary for July 16, 2026.

Today's tech landscape is buzzing with a dual surge in the AI world, as a barrage of powerful open-source models is met with a wave of infrastructure and tooling designed to run and scale them effectively.

The open-source model arena saw major new contenders emerge. Kimi introduced its 2.8T-parameter Kimi K3 model, Mira Murati's Thinking Machines Lab released a massive, unrestricted open-weight model named Inkling, and a German consortium launched Soofi S, a 30B model that is already topping benchmarks. This explosion of accessible, high-performance models is intensifying the pressure on the underlying systems needed to run them.

Consequently, a significant focus has shifted to AI infrastructure. Discussions highlight the inadequacy of default Kubernetes schedulers for complex AI workloads, pushing teams toward solutions like self-hosting LLMs with vLLM and building scalable infrastructure from scratch. Companies are exploring extreme co-design with hardware like NVIDIA's BlueField and leveraging multi-accelerator support from AMD to handle the demand. The conversation extends to scaling sandboxing environments to millions of concurrent instances and even re-evaluating the role of CPUs for certain AI batch jobs when GPUs are scarce.

This infrastructure is paving the way for more sophisticated AI agents. The developer community is tackling the critical need for secure agent execution through layered sandboxing. New tools are also making it easier to build and deploy these systems, from open-source QA agents that read codebases to plugins that add durable execution to LangGraph applications. For developers getting started, tools like Ollama are simplifying the process of running local AI models in minutes, signaling a broader democratization of AI development.

Featured Articles

Running a self-hosted LLM in Kubernetes with vLLM

Running large language model (LLM) workloads in-house is one of several patterns teams adopt alongside managed API services. Managed API services are convenient and well suited to many workloads. Self...

Keywords: vllm kubernetes, kubernetes workloads, kubernetes use, use kubernetes, openai api, app kubernetes, stack kubernetes, kubernetes need, kubernetes io, api services
Source: cncf.io

Layered sandboxing for AI agents: OpenShift and OpenShell

To do their job, AI coding agents need to run shell commands, read and write files, and make network calls. That's the same capability profile as a compromised workload, and no single sandbox technolo...

Keywords: sandbox technology, sandbox openshell, enforced sandbox, sandbox enforces, openshell sandbox, openshell ai, sandboxed containers, protecting agents, agents containers, openshift sandboxed
Source: developers.redhat.com

Kimi K3: Open Frontier Intelligence

Kimi K3: Open Frontier Intelligence Today, we are introducing Kimi K3 — our most capable model. Kimi K3 is a 2.8T-parameter model built on our Kimi Delta Attention and Attention Residuals, with native...

Keywords: benchmarks kimi, kimi api, latest kimi, coding kimi, kimi models, models kimi, k3 kimi, kimi k3, launch kimi, infrastructure kimi
Source: kimi.com

Scaling to 1 million concurrent sandboxes in seconds

Scaling to 1 million concurrent sandboxes in seconds At Modal, we build sandboxes, among other things. Agents run in sandboxes, and agents are eating software. Today, Modal runs millions of sandboxes...

Keywords: concurrent sandboxes, sandboxes fast, sandboxes concurrently, concurrent sandbox, sandbox architecture, scheduling sandboxes, millions sandboxes, 1m sandboxes, sandboxes agents, architecture sandboxes
Source: modal.com

Let's Build PlanetScale from Scratch: Infrastructure

Let's Build PlanetScale From Scratch: Infrastructure I worked for a database tools company many years ago and was lucky enough to build a few database cloning tools before PlanetScale was cool. Those...

Keywords: ceph storage, containers ceph, storage ceph, databases ceph, ceph architecture, database containers, ceph databases, container homescale, homescale storage, storageapi ceph
Source: onatm.dev

Scaling Agentic AI Factories Through Extreme Co-Design with NVIDIA BlueField

Agentic AI changes the infrastructure pattern for AI factories. One request can trigger many model calls, tool calls, memory lookups, policy checks, storage accesses, and network transfers before a fi...

Keywords: nvidia bluefield, bluefield infrastructure, agentic cpu, bluefield platform, agentic workloads, bluefield processes, processors nvidia, productive nvidia, memory bluefield, capabilities bluefield
Source: developer.nvidia.com

Why your Kubernetes scheduler can't handle AI workloads

Imagine this scenario: You have a distributed training job with 16 worker pods, each requesting 1 GPU. 4 GPUs are currently available. The default Kubernetes scheduler (kube-scheduler ) may schedule t...

Keywords: kubernetes scheduler, cluster scheduling, kube scheduler, schedule pods, scheduler kube, pod scheduling, scheduling pod, scheduling gpu, schedules pods, gpus cluster
Source: lambda.ai

Multi-Accelerator Support for AIMs and AMD Solution Blueprints

Multi-Accelerator Support for AIMs and AMD Solution Blueprints# With the latest release of AMD enterprise AI reference stack, Version 2.2 Release notes, we’re now introducing Multi-accelerator support...

Keywords: processors amd, amd specifically, gpus amd, amd hardware, cpus amd, amd enterprise, blueprints amd, amd ai, support amd, aims amd
Source: rocm.blogs.amd.com

Next.js moves to scheduled security releases

Research /Security News 11 Malicious NuGet Tools Pose as Game Cheats to Drop a Windows Host-Surveillance Payload 11 malicious NuGet tools pose as game cheats to deploy Windows payloads, track hosts, a...

Keywords: security releases, security release, releases js, vulnerabilities vercel, vercel announced, patch releases, release slated, security bulletins, js versions, scheduled release
Source: socket.dev

Production-Ready Docker Compose Collection with kikplate

-5b301f10ddcd---4 crawled_date: 2026-07-16T20:26:47.454855+00:00 feed_url: https://itnext.io/feed published: Thu, 16 Jul 2026 19:50:43 GMT

Production-Ready Docker Compose Collection with kikplate...

Keywords: kikplate docker, kikplate infrastructure, homebrew kikplate, built kikplate, templates docker, kikplate homebrew, generated docker, kikplate developer, generate kikplate, kikplate template
Source: itnext.io

How obs-mcp boosts AI-native OpenShift observability

The Model Context Protocol (MCP) makes it possible to give large language models (LLMs) access to a diverse set of data sources so they can reason and arrive at data-driven conclusions. In complex Red...

Keywords: observability workflows, workflow ai, observability tools, observability toolset, workflows, enterprise environments, interacts monitoring, based tools, adaptive toolsets, monitoring backends
Source: developers.redhat.com

Run a Local AI Model with Ollama in 15 Minutes

In this article, you will learn how to get a small language model running locally on your own machine in under 15 minutes using Ollama. Topics we will cover include:

Why Ollama has become the standa...
Keywords: locally machine, local ai, cloud apis, local api, openai compatible, openai, ai packages, ollama local, ai chat, running local
Source: machinelearningmastery.com

Show HN: Sentinel – open-source QA agent that reads your code before it clicks

Sentinel: an open-source QA agent that reads your code before it clicks anything Sentinel reads the codebase, works out the real business flows, and tests them end to end across the frontend and the b...

Keywords: qa agent, sentinel qa, agent app, agent reads, click agent, agent run, sync agents, ai agent, agent visits, agent click
Source: blog.simbastack.com

We're well into the summer in the Northern hemisphere, but the content keeps on coming! Highlights from the 26.6 release include hypothetical skip indexes, AI embedding functions, and experimental sup...

Keywords: clickhouse hackathon, analytics clickhouse, clickhouse cloud, virtual hackathon, data clickhouse, warehousing clickhouse, clickhouse agents, agents clickhouse, clickhouse logs, clickhouse query
Source: clickhouse.com

LangGraph in production: Temporal's LangGraph Plugin adds Durable Execution

Temporal powers many of the most demanding agent experiences in the world, including those from OpenAI, Cursor, Lovable, Block, Abridge, Hebbia, and many more. Today, Temporal's LangGraph integration...

Keywords: langgraph agent, temporalio langgraph, temporal langgraph, langgraph temporal, agents langgraph, temporal agent, agents temporal, langgraph apis, build temporal, temporal workflow
Source: temporal.io

Integrating Context-Aware Video AI Agents Into Enterprise Workflows

A video analytics AI agent that can perceive, reason, and act based on massive amounts of video footage must be integrated with existing workflows and applications to be useful. These include content...

Keywords: video insights, analytics video, video analytics, workflows video, video ai, video context, reports video, videos assess, video understanding, analyze video
Source: developer.nvidia.com

If you can’t get GPUs, can you use CPUs?

If you can’t get GPUs, can you use CPUs? For one class of work, yes. Not for production serving. Not for latency-sensitive work with a person waiting on the other end. But for batch work with a checka...

Keywords: cpu verified, cpu supporting, conclusions cpu, cpu gpu, committed cpu, gpu verified, arguing cpu, cpu paid, use cpus, answer cpu
Source: thectoadvisor.com

Leanpub Book LAUNCH 🚀 Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems by Ediz Najim

Leanpub Book LAUNCH 🚀 Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems by Ediz Najim Systems Thinking for Agentic AI is a practical architecture...

Keywords: ai agent, ai api, ai software, chatbot experiments, ai projects, reliable ai, agent workflows, agent runtimes, agentic ai, ai systems
Source: leanpub.com

Introducing MCP 7-28 for AI Application Developers: What Goes Away, and What Might Break

Junghwan Park (9bow) is an AAIF Ambassador, a PyTorch Ambassador, and the lead maintainer of the PyTorch Korea User Group (PyTorchKR). A Korean version of this post is available here. TL;DR: MCP 7-28...

Keywords: apis mcp, latest mcp, mcp servers, server mcp, mcp implementations, servers mcp, mcp specification, protocol mcp, mcp server, serverb mcp
Source: aaif.io

Every Modality Through One API

Every Modality Through One API OpenRouter · You’re building an app that needs to answer questions in chat, generate product images, search a knowledge base, and turn voice memos into text. The default...

Keywords: model openai, openai compatible, single openai, openai chat, endpoint openai, openrouter ai, openrouter embeddings, openai text, api openrouter, openai
Source: openrouter.ai

🗞️ Mira Murati's Thinking Machines Lab drops massive open-weight AI model, Inkling, Apache 2.0 license, no restrictions.

🗞️ Mira Murati's Thinking Machines Lab drops massive open-weight AI model, Inkling, Apache 2.0 license, no restrictions. Inkling open-weight AI, LMCache 10.7x inference speedup, Meta Muse Spark coding...

Keywords: openai alleging, openai hardware, accelerated openai, agentic workloads, trial openai, reasoning openai, sues openai, models openai, sued openai, openai accelerated
Source: rohan-paul.com

The Tokio/Rayon Trap and Why Async/Await Fails Concurrency

The Tokio/Rayon Trap and Why Async/Await Fails Concurrency Over the last decade, async/await won the concurrency wars because it is exceptionally easy. It allows developers to write asynchronous code...

Keywords: concurrency fundamental, async abstraction, important concurrency, traps async, makes concurrency, concurrency implementations, implementations async, complexity concurrency, asynchrony concurrency, concurrency easy
Source: pmbanugo.me

Performance Profiling on AMD GPUs – Part 5: Profiling-Driven Kernel Optimization with an AI Code-Assist Tool

Performance Profiling on AMD GPUs – Part 5: Profiling-Driven Kernel Optimization with an AI Code-Assist Tool# In this fifth installment of the Performance Profiling on AMD GPUs blog series, the focus...

Keywords: profiling amd, gpus profiling, performance profiling, optimization profiling, amd gpus, gpu efficiently, gpu performance, gpus advanced, amd gpu, gpu kernel
Source: rocm.blogs.amd.com

Show HN: Galois connections for composable numeric casts in Rust

Read the docs here or on docs.rs. Galois connections as first-class Rust values. Use them to cast lawfully between numeric types, and compose ladders of conversions whose round-trip behavior is determ...

Keywords: rust values, msrv rust, rust native, port haskell, numeric types, class rust, haskell, haskell library, msrv upgrade, rust 88
Source: github.com

German AI consortium releases Soofi S, an open 30B model that tops benchmarks

German AI consortium releases Soofi S, an open 30B model that tops benchmarks in both English and German Key Points

A German research consortium has released the open-source language model Soofi S,...
Keywords: benchmarks soofi, performance soofi, models soofi, soofi consortium, soofi trained, comparing soofi, model soofi, soofi outperforms, soofi generates, writes soofi
Source: the-decoder.com

Open Source, Free Tier Capable Whispr Using Cloudflare AI

Voice-to-text tool that captures speech, transcribes it via Whisper, and formats the output with an LLM. Press a hotkey, speak, release — formatted text lands in your clipboard and is auto-pasted into...

Keywords: voice text, captures speech, microphone voice, speak microphone, audio capture, text clipboard, use voicebox, whisper formatter, whisper transcribes, cloud whisper
Source: github.com

An Interactive Map of AI

Navigate The map of AI. Every concept on Artifipedia, and every link between them. Drag a node, hover to trace its connections, click to read. Embed the map Free to use on any site. Paste this where y...

Keywords: ai concept, making ai, ai agents, ai model, getting ai, ai agent, ai, ai models, model ai, ai answer
Source: artifipedia.com

Detecting LLM-Generated Texts with “Classical” Machine Learning

This article is currently an experimental machine translation and may contain errors. If anything is unclear, please refer to the original Chinese version. I am continuously working to improve the tra...

Keywords: ai plagiarism, plagiarism checkers, text ai, machine translation, aitextdetector model, sentence detection, aitextdetector, ai test, texts suspected, words ai
Source: blog.lyc8503.net

Introduction to KizunaShelf: A shelf for everything you love

Introduction to KizunaShelf: A shelf for everything you love Everyone has a way of tracking what has left a mark on their life, whether it’s a book, a movie, a TV show, an anime, or a song. Sometimes...

Keywords: custom databases, managing database, databases, hunting metadata, nocodb, massive catalog, metadata providers, databases decided, catalog data, store data
Source: mudkip.me

Intent-Based User Interfaces Using LLMs

The Kubex UI is a model of analytic depth and flexibility. You can break down your environment’s utilization, risks, and optimization potential in many ways. You can view more than 100 different prope...

Keywords: kubex ui, straightforward kubex, kubex automation, using kubex, kubex recommend, kubex simply, kubex user, data kubex, kubex, kubernetes
Source: kubex.ai

Securing AI at Enterprise Scale: The Google Kubernetes Engine Blueprint

Securing AI at Enterprise Scale: The Google Kubernetes Engine Blueprint Glen Messenger Group Product Manager Shannon Kularathna Technical Writer, GKE Artificial intelligence is moving from prototype t...

Keywords: google kubernetes, kubernetes engine, security gke, securing ai, cloud gke, gke enforces, secure ai, pods securely, policies kubernetes, kubernetes
Source: cloud.google.com

“Where Were We?” Watch Meko Give AI Agents a Shared Context

“Where Were We?” Watch Meko Give AI Agents a Shared Context Developers and engineering teams building production multi-agent AI applications need their agent systems to learn and improve collectively,...

Keywords: agent meko, meko agent, memory meko, shares meko, meko ai, exactly meko, meko, meko provides, advantage meko, meko meko
Source: yugabyte.com

What does 99.9% uptime mean for inference?

TL;DR

The short version: Each reliability tier maps to a specific failure domain, and each one requires its own architecture to survive it. Roughly speaking:
99% means your architecture can surviv...
Keywords: reliability tier, failure rates, failure facility, failover capacity, capacity reliability, failure modes, capacity failover, adding reliability, reliability, reliability numbers
Source: together.ai

Build a Terraform Provider for Your API with the Plugin Framework

Build a Terraform Provider for Your API with the Plugin Framework If your product has a REST API, there is a good chance your users want to manage it with Terraform. Teams that run everything as code...

Keywords: terraform provider, client terraform, provider terraform, manage terraform, terraform plugin, terraform projects, terraform usage, management terraform, using terraform, protocol terraform
Source: devops-daily.com

Zilliz launches Milvus vector lakebase

Zilliz launches Milvus vector lakebase Zilliz has announced its v3.0 update to Milvus, its open-source vector database adding lake-native data access and a more expressive retrieval engine to develope...

Keywords: lakebase zilliz, vector lakebase, lakebase technology, storage engine, storage zilliz, data lake, lakebase spanning, database zilliz, zilliz cloud, native storage
Source: blocksandfiles.com

What Is AI SAST? How AI Transforms Static Application Security Testing

Rule-based SAST tools have a trust problem. Research on these tools has repeatedly found false positive rates ranging from roughly 30 percent to more than 70 percent, depending on the tool and the cod...

Keywords: sast ai, alerts ai, ai sast, developer ai, treats ai, code ai, scanning ai, ai agent, sast agentic, trusting tool
Source: cycode.com

Your AI Just Rewrote Its Own Playbook. How Do You Know It Got Better?

-5517fd7b58a6---4 crawled_date: 2026-07-16T22:27:41.677516+00:00 feed_url: https://levelup.gitconnected.com/feed published: Thu, 16 Jul 2026 21:36:51 GMT

Your AI Just Rewrote Its Own Playbook. Ho...

Keywords: ai eventually, ai troubleshooted, ai agent, ai improvement, understanding ai, ai, shows ai, source ai, ai ops, ai generated
Source: levelup.gitconnected.com

Free Remote Desktop Without Servers

Reach your home dev machine from any browser. Zero servers you run. Zero monthly cost. You own the whole stack. Open your AI coding tool (Claude Code, Cursor, Aider, Codex, Continue — anything with a...

Keywords: cloudflare pwa, cloudflare worker, worker cloudflare, signaling cloudflare, deploy cloudflare, cloudflare workers, cloudflare deploy, cloudflare account, cloudflare, deploy pwa
Source: github.com

NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval

NVIDIA Nemotron 3 Embed Ranks #1 Overall on RTEB, Advancing Agentic Retrieval Today, we are releasing NVIDIA Nemotron 3 Embed, a collection of open and commercially available embedding models designed...

Keywords: embed retrieval, retrieval benchmarks, nemotron embed, nvidia embedding, nvidia nemotron, v3 retrieval, supports retrieval, retrieval supports, rteb nemotron, retrieval workloads
Source: huggingface.co

Agentic DevOps at AWS

Agentic DevOps at AWS Podcast: Play in new window | Download Subscribe: RSS AI agents have become capable of reasoning across large amounts of data, calling tools, and taking sequences of actions auto...

Keywords: agentic devops, devops agent, devops aws, devops amazon, devops tooling, tooling devops, engineers agents, devops, devops emerging, devops including
Source: softwareengineeringdaily.com

McObject Announces eXtremeDB 9.0 Featuring Native ANN Indexes and a New Ultra‑Lightweight Edge Client for IoT

McObject Announces eXtremeDB 9.0 Featuring Native ANN Indexes and a New Ultra‑Lightweight Edge Client for IoT Federal Way, WA — July 15, 2026 — McObject announces eXtremeDB 9.0, a major update to its...

Keywords: enhancements extremedb, extremedb edge, extremedb ann, strengthen extremedb, extremedb designed, extremedb, introducing extremedb, application extremedb, extremedb powered, learn extremedb
Source: odbms.org

The DynamoDB Connector is now in Tinybird Forward

The DynamoDB Connector is now available in Tinybird Forward. DynamoDB doesn't do aggregations. It's built for point lookups and individual record operations, and it's very good at them. Cross-partitio...

Keywords: dynamodb, details dynamodb, dynamodb backed, aws dynamodb, forward dynamodb, dynamodb setup, running dynamodb, create dynamodb, dynamodb build, dynamodb connector
Source: tinybird.co

Behind the Benchmarking Pipeline

TLDR: Sizing a Pinecone deployment (on-demand or dedicated, how many replicas, which node type) used to mean an engineer hand-running load scripts on an EC2 box and eyeballing the output, one question...

Keywords: measurement workload, describes workload, provisioning capacity, workload spec, sizing deployment, looking workload, actual workload, builds loads, configuration performance, workloads capacity
Source: pinecone.io

Reynard: A real Firefox web browser for iOS 13 or later

Reynard is a Gecko-based web browser for iOS 13+. Unlike other browsers on iOS that are forced to use Apple's WebKit engine (including Safari and all third-party browsers), Reynard uses Gecko. This is...

Keywords: reynard browser, browsers reynard, browsers ios, browser ios, gecko ios, apple webkit, webkit including, browserenginekit, firefox gecko, safari versus
Source: github.com

Show HN: Libretto PR agents – Automatically fix failing playwright scripts

Keep the browser automations you already run. When one fails, Libretto investigates the live page and opens a GitHub pull request with a proposed code fix. The sign-in field is name="login", confirmed...

Keywords: libretto playwright, playwright script, use libretto, libretto failure, add libretto, fails libretto, playwright debugger, live playwright, license libretto, libretto
Source: libretto.sh

Deep Learning Weekly: Issue 464

Deep Learning Weekly: Issue 464 Thinking Machines' Inkling, How We Optimized Opik’s MCP Server for Cost & Performance, Metacognition in LLMs: Foundations, Progress, and Opportunities, and many more! T...

Keywords: thinking machines, model thinking, challenges promising, multimodal moe, offering ai, robustness openai, model trained, network training, directions future, performance metacognition
Source: deeplearningweekly.com

New TuxBot v3 IoT Botnet Uses LLM-Generated Code to Hijack Devices and Launch DDoS Attacks

A newly identified IoT botnet framework, TuxBot v3 Evolution, is targeting internet-connected devices and turning compromised systems into tools for distributed denial-of-service attacks. The malware...

Keywords: tuxbot infrastructure, tuxbot uses, new tuxbot, tuxbot v3, botnet uses, tuxbot core, botnet framework, defense tuxbot, framework tuxbot, tuxbot
Source: cybersecuritynews.com

19 AgentOps tools for monitoring AI activity, issues, and costs

Agent observability, aka AgentOps, has emerged as a vital ecosystem of tools for keeping an eye on what AI agents and LLMs are doing within you enterprise, how they’re performing, and whether they nee...

Keywords: tools agentops, agentops tools, agentops ai, aiops agentops, agentops agent, agentops emerged, stack agentops, sdk agentops, enterprise agents, aka agentops
Source: cio.com

From the Captain’s Chair: Mohammad-Ali A’râbi

Docker Captains are leaders from the developer community that are both experts in their field and are passionate about sharing their Docker knowledge with others. “From the Captain’s Chair” is a blog...

Keywords: docker captain, docker captains, docker employees, captains docker, docker people, docker knowledge, members docker, person docker, involved docker, learning docker
Source: docker.com

(PR) AAEON Outlines Plans for Embedded AI Box PCs With Jetson T2000 and T3000 Modules

Following the announcement of NVIDIA Jetson T2000 and NVIDIA Jetson T3000 modules, industry-leading provider of edge AI solutions AAEON (Stock Code: 6579) has announced its intention to adopt the new...

Keywords: architecture gpu, cuda cores, nvidia jetson, nvidia blackwell, module nvidia, t2000 nvidia, nvidia, powered nvidia, nvidia cosmos, gpu
Source: techpowerup.com

Gadget Review: Thermal Master DV2 - Infrared Birdwatching Scope ★★★★⯪

The good folks at Thermal Master have sent me their DV2 camera to review. As their name suggests, this is a thermal / infrared camera - they've specifically designed this for bird watching and animal...

Keywords: infrared camera, thermal camera, infrared cameras, thermal cameras, wildlife screen, wildlife spotting, ir cameras, dv2 camera, animal spotting, bird spotting
Source: shkspr.mobi

Linus Torvalds Told Kernel Developers that Linux is Not Against AI projects

Linux creator Linus Torvalds has told kernel developers that the Linux project is not anti-AI, arguing that artificial intelligence and large language models should be judged on whether they provide p...

Keywords: kernel developers, ai tools, concerns ai, ai tool, ai arguing, means ai, safeguard ai, linux creator, linux maintainer, tool usefulness
Source: cybersecuritynews.com

Navigating How the Rapid Enterprise Push Toward Localized AI Mandates a Radical Shift in Cloud Strategy

We are currently witnessing a profound architectural inversion in the world of enterprise computing that will define the next decade of corporate IT strategy. For the better part of a decade, conventi...

Keywords: cloud enterprise, cloud trend, public clouds, enterprise computing, cloud infrastructure, cloud ai, cloud architecture, public cloud, cloud strategy, comprehensive cloud
Source: techspective.net

Palo Alto Networks and AT&T - Delivering Quantum-Resilient SASE Fabric

By Yogesh Ranade from Palo Alto Networks, and Senthil Ramakrishnan from AT&T The digital world is currently navigating a dual-speed revolution. Acceleration of AI and hyperconnectivity is unlocking un...

Keywords: quantum secure, secure quantum, quantum computing, quantum cryptography, quantum computers, quantum ready, quantum safe, quantum resilient, quantum enabled, cryptographic innovation
Source: paloaltonetworks.com

56,000 lines of DOOM, in a language I made up

56,000 lines of DOOM, in a language I made up. bet is a small, real programming language: slang keywords on the surface, a serious compiler underneath. It compiles to native code through LLVM, manages...

Keywords: doom language, compiler genuinely, language compiled, compiler, doom built, building compiler, compiler self, programming language, compiles, programming
Source: betlang.dev

Inkling: A New Open-Weight 975B MoE with a Few Surprises

Inkling: A New Open-Weight 975B MoE with a Few Surprises Interesting surprise open-weight LLM drop from Thinking Machines Lab yesterday. Their nearly 1T-parameter Inkling model looks pretty solid on t...

Keywords: inkling model, overall inkling, benchmarks compared, inkling architecture, inkling main, glm inkling, inkling 975b, inkling uses, inkling, 1t inkling
Source: sebastianraschka.com

Show HN: Leaves – a text-UI disk usage treemap visualizer

A text-mode disk usage visualization utility Leaves is a disk usage analyzer inspired by WinDirStat and QDirStat. It shows files and directories in a hierarchy of nested rectangles. The area of a rect...

Keywords: disk usage, windirstat, install rust, inspired windirstat, disk size, windirstat qdirstat, rust toolchain, usage visualization, directory detailed, summarize directories
Source: github.com

Spirals: New Stealthy Ransomware Deployed Against Asian IT Company

Spirals: New Stealthy Ransomware Deployed Against Asian IT Company Attack using previously unseen ransomware payload occurred in June 2026. The skill of its operators suggests wider campaigns may foll...

Keywords: spirals ransomware, ransomware spirals, new ransomware, ransomware precursor, unseen ransomware, stealthy ransomware, ransomware threat, ransomware, ransomware featured, ransomware deployed
Source: security.com

What is OpenRouter? Here's what you need to know

Table of contents What is OpenRouter? Here's what you need to know The LLMs that perform well today may get slower, deprecated, or outperformed next month. To abstract the complexity of moving between...

Keywords: models openrouter, model openrouter, decide openrouter, openrouter alternatives, openrouter best, alternative openrouter, openrouter alternative, openrouter api, best openrouter, api openrouter
Source: merge.dev

CVE-2026-25089: FortiSandbox unauthenticated command injection added to CISA KEV

CVE-2026-25089: Fortinet FortiSandbox Unauthenticated OS Command Injection — How to Find Exposed Instances on Your Network Fortinet FortiSandbox contains an unauthenticated OS command injection vulner...

Keywords: fortisandbox vulnerability, fortisandbox vulnerabilities, fortisandbox exploited, exploiting fortisandbox, fortisandbox exploitation, fortisandbox patched, injection fortisandbox, affected fortisandbox, applicability fortisandbox, discover fortisandbox
Source: hellorecon.com

Daily Reading List – July 16, 2026 (#826)

It’s my final day in India, as I fly home in a few hours (3am local time). Great trip. I’ve got a pile of things to think about, and another handful of things to go build. [article] The Prototype Is a...

Keywords: ai built, ai engineering, agent run, workflows agent, multi agent, ai specifications, favorite ai, fast prototypes, agent, agent pattern
Source: seroter.com

The Model That Learned to Lie by Learning to Cheat

The Model That Learned to Lie by Learning to Cheat Of twenty-five models tested for alignment faking, only five do it. Then Anthropic taught one to cheat at coding, and it started lying about everythi...

Keywords: model cheating, training cheating, cheating training, learning cheat, cheat programming, reasoning deceiving, cheat coding, taught cheat, learned cheat, cheat models
Source: robonaissance.com

What 10 autonomous film crews taught us about agent teamwork

What 10 autonomous film crews taught us about agent teamwork Preston Holmes Product Manager Hussain Chinoy Technical Solutions Manager Can teams of AI agents collaborate to create a short film? As par...

Keywords: agents collaborate, agent teamwork, agents project, agent orchestration, ai agents, crew agents, agents idea, agents work, agent work, source agent
Source: cloud.google.com

Pi 0.80.8

Unified model runtime and provider authentication — ModelRuntime centralizes model configuration, provider-owned /login, and dynamic provider catalogs. See Providers. Live model catalog refresh — /mod...

Keywords: oauth grok, modelruntime getauth, getauth model, authentication modelruntime, login grok, model auth, authstorage modelregistry, ai credentialstore, oauth modifymodels, api modelruntime
Source: pi.dev

Three lessons in accelerating foundation model upgrades

Three lessons in accelerating foundation model upgrades Radhika Mani Senior PM Agentic AI, AI and Infrastructure Tina Liu VP Cloud AI Platform, AI and Infrastructure Have you run into problems migrati...

Keywords: model upgrading, model upgrades, model updates, model checkpoint, ai infrastructure, upgrades, agentic workflow, upgrades organization, cloud ai, build automated
Source: cloud.google.com

Unified Logs is now in open beta

Today Unified Logs enters open beta. It brings logs from every service in your project into one searchable view: the API gateway, Postgres, Auth, Storage, PostgREST, Realtime, and the connection poole...

Keywords: postgres logs, logs postgres, services slow, logs unified, logs debugging, unified logs, logs service, gateway logs, brings logs, log pages
Source: supabase.com

Agent-talk: Enabling coding agents to work together

Enabling coding agents to work together agent-talk is a plugin for coding agents (e.g., Claude Code). It gives your agent a way to message other agents, including ones run by other people, allowing th...

Keywords: agents communicate, retalk dev, retalk cli, retalk retalk, message agent, built retalk, message agents, retalk write, talk agents, messages retalk
Source: github.com

My Homepage Has a Pulse

There is a small red heart on my homepage now that beats. The number next to it is my actual heart rate, and the heart pulses at that frequency: 48 bpm means one thump every 1.25 seconds, 80 bpm means...

Keywords: garmin get_heart_rates, heart rate, rate heart, heartratevalues bpm, tracks heart, garmin health, data heartratevalues, heart display, heartbeat widget, get_heart_rates
Source: snehankekre.com

How Cars24 scales conversations and builds faster with OpenAI

How Cars24 scales conversations and builds faster with OpenAI Cars24 uses OpenAI-powered agents to handle 1M+ monthly conversation minutes, recover 12% of lost leads, and bring AI workflows to teams....

Keywords: openai cars24, cars24 ai, cars24 experience, workflows cars24, apis cars24, efficiently cars24, cars24 operates, internally cars24, calls cars24, ai customer
Source: openai.com

The LLM Critics Are Right. I Use LLMs Anyway

The LLM Critics Are Right. I Use LLMs Anyway. I almost agree with all of the LLM critics, yet I still use LLMs a lot. I know this sounds like I am delusional, and I also feel like that sometimes becau...

Keywords: llm critics, critique llms, prs llms, researching llms, outsourced llm, llms incredibly, llms agree, programming llm, think llms, working llms
Source: theocharis.dev

EuroPython 2026: Learning from the “not-so-secret” Python security cabal

<p>I delivered this talk at EuroPython 2026, I'll update this blog post once the recording is available on <a href="https://www.youtube.com/c/EuroPythonConference">EuroPython's YouTube channel</a>. Be...

Keywords: security python, python security, europython youtube, code contributions, security work, source contribution, supporting security, openssf community, org python, security developer
Source: sethmlarson.dev

Kimi K3 is now available on AI Gateway

Kimi K3 from Moonshot AI is now available on AI Gateway. K3 is an open-source model with a 1M-token context window and native visual understanding, accepting text, image, and video inputs. Built for l...

Keywords: k3 ai, moonshot ai, ai gateway, ai sdk, k3 moonshot, gateway k3, moonshotai kimi, streamtext ai, kimi k3, ai
Source: vercel.com

Microsoft Comic Chat is now open source

The chat client that brought Comic Sans to the world is now on GitHub Today, we’re excited to announce the open-source release of Microsoft Comic Chat, the chat client that automatically turned conver...

Keywords: comic chat, text comic, visual chat, comic sans, microsoft comic, chat represents, characters conversations, chat look, technology comic, code comic
Source: opensource.microsoft.com

Show HN: AI Law Tracker – one audited API for US, EU and global AI law

Find a state, a specific law or bill, your industry, or a compliance question — get the rules, deadlines, and penalties that apply. Free, in plain English. Landmark AI laws and the dates they bite, ta...

Keywords: ai legislation, ai regulation, legislation regulation, ai laws, ai law, legislation, regulation policy, state compliance, regulation relevant, regulation
Source: ai-law-tracker.com

Decoy Font

Decoy Font A TTF font that hides what you're typing from AI. Type a message where each letter contains a decoy. Download Decoy Font Decoy Font is free to use in personal, commercial, and client projec...

Keywords: font decoy, decoy font, font ttf, letters decoy, ttf font, fonts ai, ai font, ai fonts, decoy letter, message decoy
Source: mixfont.com

If you want to create a button from scratch, you must first create the universe

The title is a tongue-in-cheek parody of a quote from Carl Sagan And it ties in very well with the thought exercise we are doing today. When we start learning about web accessibility the first thing w...

Keywords: button aria, aria button, native element, native elements, aria use, aria specification, aria native, aria disabled, native button, internals ariadisabled
Source: madcampos.dev

How to connect a Gamma MCP with Claude Code (4 steps)

How to connect a Gamma MCP with Claude Code (4 steps) Claude Code can generate structured content from any data source: changelog entries, sprint summaries, architecture decisions, incident postmortem...

Keywords: gamma api, connect gamma, connecting gamma, authenticate gamma, create gamma, gamma tools, handler gamma, hosted gamma, gamma tool, code gamma
Source: merge.dev

Roboflow Serverless Inference: A Thousand Models on a Shared GPU Fleet

Most web services ingest kilobytes and emit the heavy bytes. Vision inference flips that, and breaks a few more production assumptions on the way. Here's the serverless architecture behind a thousand...

Keywords: bytes vision, heavy bytes, web services, bytes, kilobytes, serverless architecture, gpu fleet, gpu, ingest kilobytes, shared gpu
Source: blog.roboflow.com

The hidden cost of your security stack

Yiwen Xu July 16, 2026 5 min read July 16, 2026 5 min read Cut code review time & bugs by 50% Most installed AI app on GitHub and GitLab Free 14-day trial More than half of executives say fragmented s...

Keywords: tools developers, risks tools, growing security, fragmented tools, tools vendors, consolidating tools, security tools, fragmented security, security teams, cost organizations
Source: coderabbit.ai

Comfy and UAL's Creative Computing Institute Announce Creative Campus Partnership

Comfy and UAL's Creative Computing Institute Announce Creative Campus Partnership Comfy Education Initiative — Comfy announces Creative Campus Partnership to support teaching and research across CCI's...

Keywords: creative computing, cci educators, training cci, ai creative, cci masters, institute cci, making cci, research cci, initiative cci, researchers cci
Source: blog.comfy.org

Intel founded July 18, 1968

Intel was founded July 18, 1968, by semiconductor pioneers Gordon Moore (of Moore’s law fame) and Robert Noyce and investor Arthur Rock. Intel’s employee #3 was Andrew Grove. Moore, Noyce, and Grove h...

Keywords: intel founded, founding intel, intel trademark, intel developed, firms intel, chip intel, business intel, intel means, intel, intel ipo
Source: dfarq.homeip.net

Intel, GoogleCloud Collaborate to Drive Intel’s Enterprise AI Transformation

Intel, GoogleCloud Collaborate to Drive Intel’s Enterprise AI Transformation Collaboration leverages Gemini Enterprise and Google Cloud to expand Intel’s AI workforce capabilities via scalable agentic...

Keywords: cloud intel, intel google, intel enterprise, enterprise intel, infrastructure intel, intel googlecloud, intel exploring, intel ai, intel business, intel integration
Source: newsroom.intel.com

Kimi K3 Is Live

Model Configuration This page covers the models Kimi Code provides and how to switch between them in each client. Model Overview Kimi Code currently offers two models—Kimi K3 and Kimi K2.7 Code—across...

Keywords: models kimi, overview kimi, kimi k3, k3 kimi, kimi k2, plan k3, tier kimi, model session, official kimi, kimi code
Source: kimi.com

Our approach to bioresilience

Google DeepMind and Isomorphic Labs are sharing our joint approach to bioresilience and AI models.

Keywords: bioresilience ai, deepmind isomorphic, google deepmind, approach bioresilience, bioresilience, deepmind, isomorphic labs, ai models, ai, models
Source: deepmind.google

Suno Breached via Shai-Hulud Worm, Leaked Code Exposes AI Music Scraping

Security News Next.js moves to scheduled security releases Vercel is formalizing a monthly release program for Next.js. The change follows React2Shell and a sharp rise in AI-assisted vulnerability dis...

Keywords: suno source, suno breach, breached suno, breach suno, suno notified, suno compromising, targeting suno, suno confirmed, suno employee, security releases
Source: socket.dev

DJB Netstrings (1997)

Netstrings D. J. Bernstein, [email protected] 19970201

Introduction A netstring is a self-delimiting encoding of a string. Netstrings are very easy to generate and to parse. Any string may be encoded...

Keywords: bytes netstrings, encoded netstrings, string netstrings, encoded netstring, netstrings used, introduction netstring, netstrings, netstring decodes, netstring string, netstrings easy
Source: cr.yp.to

Introducing LM Studio Bionic: the AI agent for open models

Introducing LM Studio Bionic: the AI agent for open models Today, we're taking the biggest leap forward in LM Studio's evolution. Meet LM Studio Bionic, the AI agent made for open models. Bionic is th...

Keywords: lm studio, bionic voice, studio bionic, bionic ai, studio evolution, offline voice, models bionic, audio models, cloud bionic, bionic app
Source: lmstudio.ai

My Throw Decides My Aim

My Throw Decides My Aim I have been listening to Naked (But Still Stripping) by D-A-D on repeat. Partly because it is a good song. It fits my style. But mostly because I currently have a mild, self-di...

Keywords: ai psychosis, ai, case ai, imagining fictional, machine imitate, fabricated reasoning, song metaphor, psychosis piece, apparent self, algorithm ironic
Source: thegustafson.com

The Pulse: What can we learn from Bun’s rapid Rust rewrite with AI?

To a sceptic, spending $165K to migrate Bun from Zig to Rust sounds very expensive. But to a realist, shortening a 1-2 year migration down to 11 days opens amazing new opportunities for devs. However,...

Keywords: migrate bun, bun zig, zig rust, migrate, migration, zig, 165k migrate, sounds expensive, bun, rust
Source: blog.pragmaticengineer.com