Daily Tech News - 2026-08-04

Today's tech landscape buzzes with both groundbreaking advancements and critical security alerts, reflecting an industry in constant flux.

A significant concern emerged today with reports of a widespread "npm Worm," dubbed Shai-Hulud, that compromised the keyv package and its dependencies. This self-propagating attack affected 353 packages across nine organizations, highlighting the escalating threat of supply chain vulnerabilities in open-source software. Developers are urged to review their dependencies immediately.

On a more positive note, the AI and large language model (LLM) space continues its explosive growth. Innovations in LLM inference measurement, fine-tuning, and hardware acceleration are driving performance breakthroughs. New methods like static, dynamic, and continuous batching are optimizing LLM inference, while NVIDIA and AMD are pushing the boundaries of GPU capabilities for AI workloads, including video diffusion and autonomous vehicle development. The increasing adoption of Arm architecture for various software targets and the emergence of tools like Upstash AgentKit for AI agent memory further underscore the industry's focus on efficient, powerful AI. Even the concept of recursive self-improvement in AI is gaining traction.

Meanwhile, the developer ecosystem saw important updates. TypeScript continues to gain momentum for its advantages over JavaScript, and TanStack Table V9 was released after two years of development. Infrastructure improvements include Mercado Libre's observability platform overhaul with ClickHouse Cloud for 50x faster trace queries, advances in GitOps with ArgoCD and Kubernetes, and Cloudflare leveraging AI to enforce engineering standards and facilitate CI/CD for millions of repositories. A kernel regression in Red Hat Enterprise Linux 10.2, however, served as a reminder of the constant vigilance required in system performance.

Featured Articles

The npm Worm That Started With keyv: 353 Packages, Nine Organisations

The npm Worm That Started With keyv: 353 Packages, Nine Organisations Table of Contents Warning: This is a self-propagating worm, not a single package. One byte-identical payload reached 442 poisoned...

• Keywords: npm worm, poisoned packages, packages compromised, package malicious, malware npm, compromised package, worm compromise, install poisoned, package keyv, latest poisoned
• Source: safedep.io

What is TypeScript and why should you use it?

Updated on August 4, 2026 The TypeScript programming language has many advantages over JavaScript for developers. The additional functionality TypeScript provides makes it possible for you to build mo...

• Keywords: uses typescript, typescript developed, typescript development, typescript concepts, javascript typescript, typescript generally, new typescript, typescript practical, explains typescript, typescript comes
• Source: contentful.com

Measuring Performance of Transformer Inference

When you optimize the inference performance of an LLM, you need to know how to measure it. Without measurement, it is easy to make a model more complicated without making it faster, or to improve thro...

• Keywords: llms benchmarking, benchmark memory, throughput metrics, overhead benchmarks, gpu inference, gpu profiling, gpu utilization, throughput tokens, estimate gpu, token throughput
• Source: machinelearningmastery.com

Show HN: Fine-tune an 8B model on a 4 GB laptop GPU

Fine-tune and post-train LLMs in one command. No SSH, no config hell. Website · Quick Start · Config · Docs · Commands · Models · Discord Soup turns the pain of LLM fine-tuning into a simple workflow....

• Keywords: soup autopilot, train gpu, run soup, server soup, deployment soup, faster pip, model soup, soup train, soup init, soup chat
• Source: github.com

NVIDIA SCADA Puts Storage Control on the GPU as cuFile Goes Open Source

Historically, every storage read by a GPU has traversed the host CPU, which manages the file system, submits commands, and returns the data. This overhead is negligible for large sequential transfers...

• Keywords: gpu storage, nvidia storage, storage processors, storage nvidia, mediated gpu, computation storage, gpu managing, distributed gpu, gpus use, gpu systems
• Source: storagereview.com

Keyv and friends compromised in active Shai-Hulud supply chain attack

On August 4, 2026, attackers compromised the GitHub account of the maintainer behind keyv , a key-value storage library with roughly 127 million weekly npm downloads, and used that access to inject cr...

• Keywords: compromised github, versions compromised, compromised packages, repos malware, exfiltrating github, installed compromised, scan github, poisoned versions, malicious files, actions compromised
• Source: aikido.dev

Your users are already on Arm – is your software targeting it?

Your users are already on Arm – is your software targeting it? As a developer, you usually start with what you’re actually building: a mobile app, cloud workload, game, or an AI feature and your immed...

• Keywords: arm compute, workload arm, processors arm, running arm, arm users, arm architecture, arm developer, app cloud, apps architecture, run arm
• Source: newsroom.arm.com

DeepSeek V4 Flash on a Single AMD MI300X

This repository contains the configuration and patches I use to run deepseek-ai/DeepSeek-V4-Flash-0731 on one AMD MI300X in production. It includes the Docker Compose stack, SHA-256-pinned file overla...

• Keywords: reliably mi300x, mi300x production, semantics mi300x, amd mi300x, production mi300x, mi300x wrong, mi300x consumes, mi300x worklog, mi300x, mi300x gfx942
• Source: github.com

Daily Reading List – August 3, 2026 (#837)

I’m back today with a big reading list. The short weekend in Seattle was awesome, and I got to see some people I’ve missed since moving away four years ago. I also missed Taco Time, and had to stop th...

• Keywords: ai makes, practices ai, ai agents, ai builder, benefit refactoring, tokens ai, ai, agents broaden, refactoring, ai tool
• Source: seroter.com

VSA: Accelerating Video Diffusion Inference with Sparse Attention on AMD GPUs

VSA: Accelerating Video Diffusion Inference with Sparse Attention on AMD GPUs# Video generation powered by diffusion transformers has achieved remarkable quality, but the computational cost of attenti...

• Keywords: efficient video, gpu attention, video sparse, bottleneck video, video diffusion, vsa_sparse_attention, output vsa_sparse_attention, gpus video, attention bottleneck, computes attention
• Source: rocm.blogs.amd.com

Customer Experience (CX) Agents in Production: Lessons from Lyft, Vodafone, and LATAM Airlines

Customer experience has become one of the fastest-moving categories for agents, partly because the ROI is relatively easy to measure. Faster responses can improve conversion, fewer escalations can red...

• Keywords: agent conversations, experience agents, agent conversation, customers agents, experience agent, agents workflow, agents work, cx agents, service agents, agents customer
• Source: langchain.com

How Mercado Libre rebuilt its observability platform on ClickHouse Cloud with 50x faster trace queries

Summary

• Mercado Libre runs its observability platform, O11y events, on ClickHouse Cloud to answer granular, business-level questions like why a specific payment failed.

• The team built O11y events...

• Keywords: platform mercado, data mercado, comparing mercado, libre mercado, mercado libre, cloud aws, shared mercado, fintech platform, compared amazon, clickhouse mercado

• Source: clickhouse.com

Generate Trajectories, Reasoning Traces, and Auto-Labels with NVIDIA Alpamayo 2 Super

Autonomous vehicle (AV) development often relies on separate models for trajectory generation, high-level intent prediction, scene understanding, and data labeling. This separation makes it hard to co...

• Keywords: reasoning vision, reasoning trajectory, insights driving, reasoning auto, action generation, cameras auto, camera driving, reasoning action, autonomous driving, vision language
• Source: developer.nvidia.com

Versity says tape libraries can be a data source for GPUs doing AI work

Versity says tape libraries can be a data source for GPUs doing AI work You might have to read this twice; Versity has added a high speed S3 over RDMA capability to its ScoutAM archive gateway softwar...

• Keywords: tape archives, tape archive, data tape, tape libraries, tape feasible, tape drives, tape library, manages tape, tapes, tape cloud
• Source: blocksandfiles.com

Harness Engineering for Self-Improvement

The concept of recursive self-improvement (RSI) dates back to I. J. Good (1965), where he defined an “ultraintelligent machine” as a system that can surpass humans in all intellectual activities and d...

• Keywords: self improving, improving ai, ai deployment, intelligence improve, self improvement, ai capabilities, machines improve, improvement repeatedly, development ai, ai research
• Source: lilianweng.github.io

Redis Cloud Pricing in 2026: Plans, Costs, and Real Examples

Redis Cloud Pricing in 2026: Plans, Costs, and Real Examples Redis Cloud is a managed Redis service from Redis Inc., and it can cost anywhere from $0 to thousands of dollars a month depending on which...

• Keywords: redis pricing, cloud pricing, redis cost, cloud plans, pricing plans, cloud cost, plans costs, cloud price, plan costs, essentials pricing
• Source: upstash.com

Announcing TanStack Table V9

After more than two years of work (on and off), TanStack Table V9 is finally here and stable. It has turned out to be quite a major release, with not only a new internal architecture but also lots of...

• Keywords: tanstack table, improvements tanstack, usetable tanstack, performance tanstack, using tanstack, rendering tanstack, built tanstack, tanstack react, tanstack, table v9
• Source: tanstack.com

FMS Storage Ticker - 4 Aug 2024

FMS Storage Ticker - 4 Aug 2024 … DDN says today, a GPU often has to ask the CPU to fetch data for it. DDN and Nvidia are testing a way for the GPU to ask for that data itself, thus cutting out a step...

• Keywords: nvme storage, nvme ssds, raid card, gpus data, storage nvidia, supremeraid gpu, memory infrastructure, memory tier, performance nand, ddn nvidia
• Source: blocksandfiles.com

Upstash AgentKit: Redis Memory, RAG, and Chat History for AI Agents

Upstash AgentKit: Redis Memory, RAG, and Chat History for AI Agents What is Upstash AgentKit? Upstash AgentKit is a set of TypeScript packages that give AI agents long-term memory, searchable chat his...

• Keywords: redis search, upstash redis, upstash agentkit, agentkit redis, redis memory, agentkit upstash, redis database, agentkit__search_chat_history, enabled agentkit__search_chat_history, upstash_redis_rest_url
• Source: upstash.com

One kernel feature, 93% system throughput gone: A Red Hat Enterprise Linux 10.2 kernel regression and how to mitigate it

TL;DR — During performance validation of Red Hat Enterprise Linux 10.2, we identified a kernel scheduler regression that reduced system throughput by up to 93% on multi-NUMA instance types. The regres...

• Keywords: cockroach benchmark, kernel performance, performance rhel, cockroachdb distributed, cockroachdb running, runs cockroachdb, kernel rhel, cockroachdb threads, benchmarking kernels, kernel cpu
• Source: developers.redhat.com

Run CI/CD for millions of repos — on your platform, on Cloudflare

Run CI/CD for millions of repos — on your platform, on Cloudflare We are moving toward a world in which you can store, build, test, and deploy your code fully on Cloudflare. We built the first piece w...

• Keywords: wrangler deploy, cloudflare workflows, cloudflare workflow, cloudflare developers, building cloudflare, ciworkflow cloudflare, cloudflare developer, integration deployment, ci workflows, pipeline cloudflare
• Source: blog.cloudflare.com

How to Set Up GitOps with ArgoCD and Kubernetes (Complete Tutorial)

In the evolving landscape of software development, maintaining consistency across environments and automating deployments are critical components of a successful DevOps strategy. With the advent of Gi...

• Keywords: gitops workflows, git kubernetes, gitops kubernetes, deployments tools, kubernetes gitops, platform git, tool kubernetes, devops practices, synchronization git, kubernetes deployments
• Source: collabnix.com

Static vs. Dynamic vs. Continuous Batching in LLM Inference

In this article, you will learn how static, dynamic, and continuous batching work in LLM inference, and why the differences between them matter at production scale. Topics we will cover include:

• Sta...

• Keywords: efficient batches, static batching, batching efficient, batching rarely, dynamic batching, continuous batching, indefinitely batch, batching ai, batching enables, batching llm

• Source: machinelearningmastery.com

How Cloudflare enforces engineering standards using AI

How Cloudflare enforces engineering standards using AI Over the past four months, our AI code reviewer has flagged nearly a quarter of a million deviations from Cloudflare engineering standards (what...

• Keywords: engineers cloudflare, cloudflare engineering, standards agents, engineering standards, knowledge cloudflare, cloudflare codex, enforces engineering, cloudflare enforces, codex engineering, guidance cloudflare
• Source: blog.cloudflare.com

How to Connect Your Agents to Slack

How to Connect Your Agents to Slack Today I'm going to show you how to connect your agents to Slack. It's one of the first things you'll do when you start building agents: put them where your team wor...

• Keywords: agent slack, agents slack, slack agent, connect agents, connect agent, agentos slack, channel agents, agent talking, message agent, connect agentos
• Source: ashpreetbedi.com

I Put AI Factory Economics on a Meter

I Put AI Factory Economics on a Meter In January I argued that the AI factory metaphor was doing more harm than good, and that what a CIO actually needs is a unit of business output with a dollar figu...

• Keywords: ai factory, failures cost, factory economics, cost repair, repairs costs, factory metaphor, model operate, escalating repairs, ai, argued ai
• Source: thectoadvisor.com

Mistral's Shieldstral: 3B open-weights model for multimodal moderation

Thinking Summary Shieldstral introduces a 3B open-weights multimodal safety classifier that outperforms models up to 7x its size by framing content moderation as a policy-adaptive question-answering t...

• Keywords: multimodal safety, unsafe content, safety images, multimodal moderation, safety classifier, text safety, safety datasets, unsafe images, safety evaluation, image safety
• Source: mistral.ai

A 20-year shortcut to build reliable agents

A 20-year shortcut to build reliable agents by Chris Fowler August 4, 2026 - 6 min Related Categories When Maxim Fateev, CTO and co-founder of Temporal, joined Zero-Shot Learning, he brought a histori...

• Keywords: agentic workflows, failures agents, agentic developers, agents sdk, reliable agents, systems agent, agentic deployments, running agents, agents fail, agent builds
• Source: 1password.com

Choosing the right orchestration layer for your AI use cases

Compute scarcity is not the only struggle AI teams face. Optimal utilization is also key. Friction also emerges when they outgrow informal coordination methods such as shared spreadsheets, manual SSH...

• Keywords: workloads cloud, gpu cloud, workloads clusters, gpu clusters, gpu scheduling, cluster platform, cloud, gpu infrastructure, cloud service, distributed execution
• Source: lambda.ai

Fixed cadence to seconds: making ClickHouse Cloud autoscaling more reactive

ClickHouse Cloud vertically autoscales services for you. Behind the scenes, a recommendation service watches how each service behaves and decides how much CPU and memory it should have. When your work...

• Keywords: clickhouse cloud, runtime clickhouse, cloud autoscaling, autoscales services, scale services, clickhouse recommendations, cloud runs, latency schedule, services time, runs kubernetes
• Source: clickhouse.com

Turn one giant AI-generated pull request to a reviewable stack

Get started with stacked pull requests > Turn one giant AI-generated pull request to a reviewable stack Instead of one huge, un-reviewable pull request, teach coding agents to decompose work into a cl...

• Keywords: pull requests, reviewable pull, stacked pull, requests stacked, create pull, pull request, reviewable stack, reviewed pull, github stacked, stack reviewing
• Source: github.blog

Long-Running AI Agents: Meet the AI That Never Clocks Out

-a648dc4ecb66---4 crawled_date: 2026-08-04T09:59:41.085657+00:00 feed_url: https://towardsdev.com/feed published: Tue, 04 Aug 2026 09:17:15 GMT

Long-Running AI Agents: Meet the AI That Never Cloc...

• Keywords: ai agent, agent ai, ai agents, ai runs, ai long, running ai, agent continuously, ai assistant, ai built, agents run
• Source: towardsdev.com

Issue #029 - Delete your CPU limits: the CFS quota behind p99

Issue #029 - Delete your CPU limits: the CFS quota behind p99 How a limit becomes a 100ms budget, why threads spend it in parallel, and the two conditions that make removing it safe The service was us...

• Keywords: cpu requests, requests cpu, container_cpu_cfs_throttled_periods_total, mitigation cpu, cpu cfs_quota_us, container_cpu_cfs_throttled_periods_total 5m, rate container_cpu_cfs_throttled_periods_total, cpu utilisation, cpu cfs_burst_us, cpus removing
• Source: podostack.com

As AI Increases Demands on Memory, Storage Steps Up

Surging AI demands are driving the need for massive datasets and context windows that burst past the confines of system memory. But rising needs aren’t met by simply adding more storage capacity. What...

• Keywords: nvidia storage, storage nvidia, storage bottlenecks, data gpus, ai storage, storage processors, storage advancements, nvidia ai, computing storage, speed storage
• Source: blogs.nvidia.com

brew install actions/checkout

In December I went through why uses: is a package manager with no lockfile, no integrity hashes and no transitive visibility, and in April through the run of incidents that followed from that. GitHub’...

• Keywords: homebrew actions, actions homebrew, actions brew, brew actions, actions packages, gh actions, actions integrity, packages actions, manifests ghcr, github actions
• Source: nesbitt.io

Build a Local Kubernetes Platform with kubara, kind, and Argo CD

-5b301f10ddcd---4 crawled_date: 2026-08-04T21:02:30.898793+00:00 feed_url: https://itnext.io/feed published: Tue, 04 Aug 2026 20:58:41 GMT

Build a Local Kubernetes Platform with kubara, kind, and...

• Keywords: kubectl git, kubernetes platform, local kubernetes, gitops platform, kubara github, existing kubernetes, kubernetes environment, kubernetes, kubernetes clusters, gitops workflow
• Source: itnext.io

GPU-Powered Crayons, NPM Package Quarantine and Dave Branching Off Your Code Without Asking

-5b301f10ddcd---4 crawled_date: 2026-08-04T21:02:30.898793+00:00 feed_url: https://itnext.io/feed published: Tue, 04 Aug 2026 20:50:03 GMT

GPU-Powered Crayons, NPM Package Quarantine and Dave Bra...

• Keywords: react, react native, reading react, native canvas, canvas experience, maps react, built react, canvas, canvas kit, crayons npm
• Source: itnext.io

How to Run Argo CD on Minikube: A Practical Local GitOps Tutorial

---2 crawled_date: 2026-08-04T15:01:02.790597+00:00 feed_url: https://marcincuber.medium.com/feed published: Tue, 04 Aug 2026 14:49:51 GMT

How to Run Argo CD on Minikube: A Practical Local GitOps...

• Keywords: gitops workflow, git kubernetes, kubernetes github, live kubernetes, kubernetes argo, kubernetes minikube, gitops tutorial, github kustomize, kubernetes resources, kubernetes
• Source: marcincuber.medium.com

Using Activity isolation as a security boundary

The full working code is available at https://github.com/houmanka/PII-Compliant-RAG In the last blog, we walked through the ingestion Workflow. This one goes a level deeper into a single design decisi...

• Keywords: pii compliant, keeping pii, enforces pii, pii data, client pii, store pii, pii scan, pii, pass pii, temporal server
• Source: temporal.io

Bringing serverless functions closer to the speed of wire

Bringing serverless functions closer to the speed of wire On Modal, you’ve always had control over which region your containers run in. However, every Function’s inputs and outputs would always get ro...

• Keywords: faster geographically, routing_region tradeoff, network overhead, function performance, modal servers, regional servers, routing_region eu, serverless functions, request latency, payload performance
• Source: modal.com

The Warp Agent CLI

Introducing the Warp Agent CLI: a CLI coding agent that does what others can't Highlights:

• The Warp Agent is now available as a standalone CLI that you can use anywhere – Ghostty, iTerm 2, VS Code,...

• Keywords: cli agents, cli agent, agent cli, warp cli, agents cli, cli warp, warp agent, agent warp, cli use, terminal agent

• Source: warp.dev

Fake AI Tool Campaign Turns Developer Interest Into Enterprise Initial Access

A new malware campaign is turning interest in artificial intelligence tools into a route for enterprise intrusion. Attackers are cloning trusted GitHub projects, then hiding malicious files inside dow...

• Keywords: github malware, redistributing malware, malware abuse, attackers cloning, malware avoid, malware campaign, helps malware, malware, fake github, deliver malware
• Source: cybersecuritynews.com

Meet the VMware Data Services Team at VMware Explore 2026

Real conversations. A hands-on lab. Let’s make the most of our time together in Las Vegas! VMware Explore 2026 is almost here, and the VMware Data Services Manager team has two sessions worth putting...

• Keywords: legacy vms, meeting vmware, dbaas strategy, 2026 vmware, infrastructure vmware, cloud dbaas, vm management, data organizations, databases enterprise, vmware cloud
• Source: blogs.vmware.com

The Agent Development Lifecycle has arrived on Cloudflare

The Agent Development Lifecycle has arrived on Cloudflare Engineering managers spent the past few decades figuring out ways for many programmers to work together on a shared codebase. This work dates...

• Keywords: agent development, software teams, development lifecycle, build agent, code agents, agents workflows, agent sdlc, improving agents, production agents, lifecycle sdlc
• Source: blog.cloudflare.com

The Medallion Data Architecture: An Introduction

A CSV arrives from one system, JSON comes from another, a Parquet file from somewhere else. Weeks and months go past, and before you know it, nobody is quite sure which version of the data can be trus...

• Keywords: medallion data, medallion databricks, csv silver, csv data, data silver, csv bronze, bronze data, csv main, csv, databricks describes
• Source: towardsdatascience.com

How Target is enhancing retail discovery and cutting database maintenance by 50% with Spanner Graph

How Target is enhancing retail discovery and cutting database maintenance by 50% with Spanner Graph Sayanti Dey Principal Engineer Kaushik Shelat Sr. Engineering Manager, Target In today’s retail envi...

• Keywords: product discovery, retail discovery, shoppers discover, gift finder, semantic intelligence, discovery infrastructure, data ecosystem, search discovery, personalized product, retail entities
• Source: cloud.google.com

Securing the AI Era: Broadcom Joins the Open Secure AI Alliance

The same AI capabilities that are making enterprises more productive are making them harder to defend. Cyberattacks that once required manual effort have become AI-driven, self-evolving campaigns that...

• Keywords: initiative openssf, security ecosystem, open technologies, ai alliance, security landscape, cybersecurity, contributors kubernetes, ai security, discovered cybersecurity, security frameworks
• Source: news.broadcom.com

AI-Powered Threats to the Software Supply Chain

AI-Powered Threats to the Software Supply Chain Open source software underpins virtually every modern application. That ubiquity is a superpower for developers, but it is also an expanding attack surf...

• Keywords: threats software, software supply, secure software, cto chainguard, chainguard secure, chainguard, trust developers, pipelines chainguard, supply chain, chainguard veteran
• Source: softwareengineeringdaily.com

AutoRAG: Optimizing RAG for small models

Retrieval-augmented generation (RAG) is a well-worn path by now. Parse the data, chunk it, embed the chunks, retrieve the ones closest to the question, stuff them into the prompt, and let the model an...

• Keywords: effective retrieval, dense retrieval, retrieval looking, good retrieval, retrieval reasoning, retrieval, retrieval noisy, chunks retrieve, model search, retrieval evaluation
• Source: developers.redhat.com

How we built a software factory to drive Astro’s GitHub issue count to zero

How we built a software factory to drive Astro’s GitHub issue count to zero Everyone is talking about software factories: the idea that AI agents can be assembled into a pipeline that produces working...

• Keywords: software factories, software factory, build automated, source maintainers, reproduces sandboxes, automated patches, github reacting, automated factories, astro github, human developers
• Source: blog.cloudflare.com

Show HN: cMCP, deny an AI agent's tool call and get a signed receipt

Quick Start · Architecture · Configuration · CLI · Changelog Developer Preview - launched at the Confidential Computing Summit, June 23 2026. May have breaking changes before v1.0. See STATUS.md for e...

• Keywords: cmcp confidential, cmcp runtime, confidential mcp, mcp runtime, tool cmcp, cmcp_runtime, cmcp runs, enforces mcp, cmcp_verify library, cmcp_verify
• Source: github.com

From Input to Impact: Secure AI Where It Runs

AI agents have made their way into virtually every layer of your environment. They run in the apps your employees adopt, on the endpoints where agents execute code, as users with access privileges tho...

• Keywords: securing ai, ai security, ai agents, ai agent, cloud ai, defending ai, endpoint agents, ai attacks, covering ai, ai attack
• Source: sentinelone.com

How Deutsche Bank unlocked agility with an API-ready ecosystem

How Deutsche Bank unlocked agility with an API-ready ecosystem Stefan Mesquita API strategy & Integration, Deutsche Bank When people think about digital transformation in banking, they often focus on...

• Keywords: banking apis, api infrastructure, api ecosystem, api economy, api management, api platform, apis deutsche, managing apis, managed apis, manages api
• Source: cloud.google.com

Kilo Code’s JetBrains plugin was built for split mode from day one

Kilo Code’s JetBrains plugin was built for split mode from day one A native Kotlin plugin split across frontend and backend modules, so the UI stays local while indexing and execution run wherever you...

• Keywords: jetbrains architecture, code jetbrains, jetbrains plugin, plugin jetbrains, extension jetbrains, interfaces jetbrains, jetbrains split, exposes jetbrains, jetbrains ide, mode jetbrains
• Source: blog.kilo.ai

MiniMax H3 draws local apps and training tools within 48 hours

Yan Junjie, MiniMax's founder, chairman, CEO and CTO, saw outside developers run H3 on untested hardware and build new training, optimization and deployment tools within 48 hours of its open-weights r...

• Keywords: h3 minimax, minimax h3, h3 developers, developers h3, minimax build, h3 deployment, minimax deployment, h3 support, built minimax, minimax launched
• Source: runtimewire.com

Perspec 1.0

Announcing Perspec 1.0 — 3020 Words — 16 min I'm very excited to announce the 1.0 release of Perspec! Perspec is a desktop app for correcting the perspective of images. This is primarily useful for ph...

• Keywords: scanner apps, scanning functionality, scanner pro, document scanning, adobe scan, photo app, scanner, scanning, images app, ios
• Source: adriansieber.com

Agent skills that bring team coding standards to Claude Code and Codex

Stop Vibe Coding in Silos. Build a Shared Cognitive Layer for Your Engineering Team. Individual prompt hacks create quick wins for solo developers, but when scaled across a team, "vibe coding" leads t...

• Keywords: code team, team layer, team ai, interactively team, team skillsevals, skills agents, using team, team core, create team, skills team
• Source: github.com

Databricks joins the Open Secure AI Alliance to advance AI safety and security

From open models to open agent harnesses: Databricks brings open code, community frameworks, and a concrete architecture to AI security by Katie Cummiskey, Maria Pere-Perez, Arun Pamulapati and Nishit...

• Keywords: databricks ai, infrastructure databricks, harnesses databricks, databricks open, databricks pioneered, frameworks databricks, databricks hosted, explore databricks, databricks brings, databricks
• Source: databricks.com

From threads to chaos !

-a648dc4ecb66---4 crawled_date: 2026-08-04T09:59:41.085657+00:00 feed_url: https://towardsdev.com/feed published: Tue, 04 Aug 2026 09:18:18 GMT

From threads to chaos ! While everyone is busy buil...

• Keywords: threads processes, threads handled, threads process, thousands threads, threads expensive, environment threads, dangerous threads, heavy threads, threads chaos, thread management
• Source: towardsdev.com

Why Claude switched models in your conversation with Fable 5

This article explains why a request might be blocked, what happens when your conversation switches to a different Claude model, and how to manage automatic switching. Why some requests get blocked Cla...

• Keywords: blocked fable, fable safeguards, access mythos, fable capabilities, safeguards fable, attacks fable, blocked safeguards, blocking safeguards, fable request, mythos model
• Source: support.claude.com

You can’t debug what you can’t see — Observability for AI Agents

Traditional APM can’t tell you why your agent spent far more than usual asking the same question three times. We’ve been running AI agents in production for months. The hardest part isn’t building the...

• Keywords: agent monitoring, agent trace, apm trace, trace agent, agents traces, monitoring, monitoring needs, agents need, errors agent, agent tool
• Source: cncf.io

Arm Neural Technology gaining momentum across the mobile gaming ecosystem

Arm Neural Technology gaining momentum across the mobile gaming ecosystem Mobile gamers expect richer lighting, smoother gameplay, and increasingly immersive visual experiences without compromising ba...

• Keywords: performance arm, games arm, developers arm, hardware ai, graphics capabilities, arm based, game engines, arm neural, game engine, powered graphics
• Source: newsroom.arm.com

Auto Router v1.97: usage benchmarks and 5.6x more accurate follow-up routing

Auto Router v1.97: usage benchmarks and 5.6x more accurate follow-up routing Get early access, work directly with the LiteLLM team, and influence the roadmap with your production traffic. Apply to Bec...

• Keywords: auto_router benchmarks, router benchmarks, complexity_router_config session_affinity, classifier session_affinity, session affinity, traffic benchmarks, optimization router, router llm, session_affinity defaults, tier router
• Source: docs.litellm.ai

Deploy local agents everywhere with LFM2.5-2.6B

Deploy local agents everywhere with LFM2.5-2.6B

• Best-in-class agent: Competitive with models 4x larger on tool use, instruction following, and multi-step agentic tasks.

• Agentic reinforcement learn...

• Keywords: model agent, agents lfm2, learning agentic, model learns, agentic tasks, class agent, tasks agentic, device agents, use agentic, architecture lfm2

• Source: huggingface.co

Choosing Infrastructure for the Next Decade

Virtualization, Cloud, and the Coming AI Buildout The deadline for deciding about VMware is now a fixed point on the calendar. On October 11, 2027, general support for vSphere 8 ends. It is the last V...

• Keywords: vmware deadline, deciding vmware, vmware release, vmware vsphere, vmware cloud, fully vmware, decade vmware, vmware specific, vmware answer, vmware
• Source: moorinsightsstrategy.com

How to debug production AI agents with Signal in Arize AX

Signal is a managed agent built into Arize AX that reviews your production traces on a recurring schedule, identifies recurring failure patterns, and turns them into prioritized issues with supporting...

• Keywords: investigation signal, agents signal, signal inspect, signal investigate, signal managed, report signal, instrumentation agent, agents arize, arize instrumentation, behavior traces
• Source: arize.com

NVIDIA releases Alpamayo 2 Super weights for autonomous-driving developers

NVIDIA CEO and co-founder Jensen Huang (@JensenHuang) released Alpamayo 2 Super's model weights and inference code on August 4th, giving autonomous-vehicle developers access to a 34-billion-parameter...

• Keywords: founded nvidia, nvidia introduced, nvidia ceo, nvidia autonomy, nvidia model, produce nvidia, vehicle nvidia, nvidia product, expansion nvidia, operation nvidia
• Source: runtimewire.com

Safe Lock-free Primitives with iceoryx2's ByteAtomic

Safe Lock-free Primitives with iceoryx2's ByteAtomic Marika Lehmann - 28/07/2026 Data Races and Sequence Lock In multithreaded programming, a common scenario involves multiple threads reading from and...

• Keywords: struct sequencelock, sequence lock, sequencelock copy, lock multithreaded, concurrent write, lock sequence, sequencelock, concurrent writes, locking mechanisms, locking
• Source: ekxide.io

How to give your AI agents reliable app access for free

As advanced as AI agents have become, they still fall short in one respect: connecting to your apps reliably. That's because every app authenticates, structures its endpoints, shapes its data, and bre...

• Keywords: agent app, app agent, agent install, ai agents, ai agent, connectors agent, agents zapier, agents discover, agent learn, code agents
• Source: zapier.com

Vlt 1.0 and Hosted Package Registries

vlt 1.0 & Hosted Package Registries Stable client release and general availability of hosted registries & ecosystem mirrors. Today, we're happy to announce vlt 1.0, and general availability of our hos...

• Keywords: dependencies vlt, dependency vlt, releases vlt, versions vlt, registry vlt, introduced vlt, npm vlt, vlt deprecate, vlt npm, vlt update
• Source: vlt.io

Learning-Rust.Github.io: Rust Programming Language Tutorials for Everyone

Made by a human · Made for a humanRust Illuminated. Rust Illuminated. Grasp Quickly. Rust Programming Language Tutorials for Everyone! See the syntax in action Let's explore a few syntaxes of the lang...

• Keywords: rust programming, structs impls, traits struct, trait greet, struct, struct person, behavior structs, rust, impl greet, structs
• Source: learning-rust.github.io

Better organization-wide visibility, for every Tinybird user

The new Overview page and organization-wide Logs explorer are generally available. Just as importantly, organization pages are open to every member of the organization, not just admins. As your Tinybi...

• Keywords: admins tinybird, tinybird resources, organization logs, run tinybird, tinybird setup, organization pages, recently tinybird, state tinybird, organization overview, inspect manage
• Source: tinybird.co

Focus on evals with Logfire

Braintrust Pro starts at $249 a month. The total depends on how many scores you record, how much data you process, and how long you keep it. After the included allowance, each score an evaluator recor...

• Keywords: evaluation fee, braintrust score, braintrust charge, meters braintrust, braintrust pro, pricing telemetry, fee sample, cost, fee, costs
• Source: pydantic.dev

How the GitHub legal team used Copilot CLI to streamline their workflows

Get started with GitHub Copilot CLI > How the GitHub legal team used Copilot CLI to streamline their workflows Learn how to build tools to simplify how you work—without writing a single line of code....

• Keywords: github copilot, copilot workflow, copilot cli, practical github, cli github, tools github, legal copilot, tool github, github legal, software development
• Source: github.blog

New ways to learn and teach with ChatGPT Work and Codex

New ways to learn and teach with ChatGPT Work and Codex Introducing new plugins specifically designed to guide K–12 teachers, college educators, and college students. AI is moving from tools that prim...

• Keywords: educator plugin, teach chatgpt, students ai, chatgpt teachers, ai teachers, education ai, education plugins, ai education, plugins students, ai instruction
• Source: openai.com

The Frontier AI Vulnerability Burst: Industrializing Autonomous Zero-Day Discovery in Open-Source Software

Executive Summary Frontier AI is fundamentally shifting the dynamics of cybersecurity — accelerating both how vulnerabilities are discovered and how quickly they can be exploited. Our vulnerability re...

• Keywords: vulnerabilities ai, ai vulnerability, vulnerabilities nova, vulnerabilities ecosystem, uncovered vulnerabilities, accelerating vulnerabilities, vulnerabilities software, cybersecurity accelerating, vulnerabilities significant, vulnerabilities new
• Source: unit42.paloaltonetworks.com

An Honest Review of AI Programming

An Honest Review of AI Programming on C++, Game development It’s getting hard to avoid LLMs these days. Even if you avoid social media (or at least curate a follow list that avoids the bulk of the slo...

• Keywords: ai adoption, ai companies, uses ai, ai constantly, ai google, suck ai, ai programming, ai research, ai, ai tool
• Source: mropert.github.io

"Clean" Code, Horrible Performance (2023)

"Clean" Code, Horrible Performance Many programming "best practices" taught today are performance disasters waiting to happen. This is a free bonus video from the Performance-Aware Programming series....

• Keywords: clean code, performance clean, code clean, clean class, clean techniques, assessing clean, writing clean, code guidelines, example clean, slower code
• Source: computerenhance.com

How to Evaluate Voice Agents with LangSmith

Building voice agents is hard because a good one must feel natural to talk to, be capable of resolving the user’s issue, and deliver the business outcome it was designed for. A call might include long...

• Keywords: evaluating voice, assessing voice, voice agents, voice agent, agent evaluated, evaluate agent, voice interaction, agent sounded, understand agent, building voice
• Source: langchain.com

Third-party cyber evaluations involving OpenAI models

Third-party cyber evaluations involving OpenAI models Independent testing plays an important role in helping us validate and further understand risks before deployment. Some cyber evaluations intentio...

• Keywords: cyber evals, cybersecurity testing, cyber evaluations, cyber evaluation, external cybersecurity, cybersecurity evaluations, incidents testing, ai security, style cybersecurity, act cybersecurity
• Source: openai.com

Ghostty in the Machine: the saga of exe-scroll

When you use the mobile or web-based terminals on exe, there are two ghostty instances involved. One is rendering the terminal in the app or the browser (via a ghostty build compiled to WebAssembly)....

• Keywords: remote terminals, scrollback terminal, terminal client, session scrollback, terminals exe, forwarding terminal, scroll session, reconnection scrollback, terminal reconnect, drawback terminal
• Source: blog.exe.dev

How to connect Ramp MCP with Claude Code (4 steps)

How to connect Ramp MCP with Claude Code (4 steps) Developers building reconciliation tools, spend dashboards, or policy alerts currently have to hit Ramp's API directly: setting up an OAuth client, r...

• Keywords: ramp oauth, merge agent, authenticate ramp, ramp claude, ramp api, authenticate cli, cli authenticate, pipx ramp, merge cli, ramp account
• Source: merge.dev

Ignition: Flashing 2,300 conference badges with Temporal

The day before Replay, I walked into Target and bought every lazy Susan they had. I was not having an unusually specific kitchen emergency. I needed carriers for 2,300 conference badges. Each lazy Sus...

• Keywords: flashing esp32, flashing successful, badges flashed, flashing station, flashing, flashing badge, firmware flashing, devices appeared, flashed carrier, flashing 300
• Source: temporal.io

The Software Supply Chain Is Under Siege. Devs Are Still the First Line of Defense

A new report from Omdia focuses on security issues in the software supply chain, how organizations are responding, and where the biggest gaps remain In the heat map of cybersecurity vulnerabilities to...

• Keywords: supply chain, software supply, securing software, concerns software, secure container, secure containers, report docker, chain security, vulnerabilities today, security outcomes
• Source: docker.com

Apple is getting this wrong

Apple is getting this wrong Apple is one of the greatest companies of all time, and built a reputation for obsessing over the smallest details. This careless, aggressive and oddly personal lawsuit sad...

• Keywords: apple lawsuit, claims apple, apple accuses, apple claimed, apple confidential, issue apple, counsel apple, apple employees, admits apple, apple getting
• Source: openai.com

Why AI Pilots Fail: Nate B. Jones on What to Do Instead

Key Points

• Jones tells executives to practice AI personally before asking their organizations to change, because credibility comes from use, not from talk.

• The harness, meaning the context, memory...

• Keywords: ai pilots, pilots critical, fail pilots, practice ai, argued pilot, understand ai, ai practice, ai staff, ai business, risk ai

• Source: cxotalk.com

Almost Half of Malware Samples Communicate Direct to IP

Executive Summary Malware samples often bypass DNS entirely, communicating directly to IP addresses instead. Our analysis of 4 million dynamic analysis reports indicates that almost half (45.32%) of m...

• Keywords: dns threat, malicious d2ip, malicious connections, trusted dns, malicious traffic, botnets, protective dns, p2p botnets, suggesting botnet, effective malware
• Source: unit42.paloaltonetworks.com

Give your eve agent a browser

Your eve agent can now navigate the web like a human with agent-browser. The @agent-browser/eve extension gives any eve agent a full set of browser tools: navigate pages, read content, click, fill for...

• Keywords: browser eve, agent browser, browser agent, eve agent, eve app, eve sandbox, browser__navigate browser__snapshot, use eve, agent navigate, agent session
• Source: vercel.com

PDF.js accessibility, StructTree, presentation mode, and printing

PDF.js accessibility, StructTree, presentation mode, and printing Table of contents

• Render PDF.js’s StructTree layer so screen readers can navigate tagged PDFs by headings, lists, and tables.

• Wire...

• Keywords: pdf js, pdfjs, composed pdfjs, pdf javascript, pdfjs dist, component pdfjs, need pdfjs, pdfs expose, render pdf, dist pdfviewer

• Source: nutrient.io

Show HN: I made a private self-destructing image hosting site in Golang

picburn Drop an image. Get a private link. It self-destructs. Link ready — anyone with it can view until it expires. This preview is just for you and doesn't use up a view. Share anotherFAQ Will you s...

• Keywords: store images, image private, picburn drop, limit upload, images running, image stay, picburn, view share, view expires, upload
• Source: picburn.xyz

AI-Generated Images Discourage Me from Reading Your Blog

I have a growing hatred for AI-generated images in blogs. It makes me wonder if the text in the blog posts is AI-generated to some extent. It’s always disappointing seeing these images in blogs run by...

• Keywords: images blogs, ai generated, ai image, posts ai, blogs makes, avoid ai, roast blog, blogs run, hatred ai, blog avoid
• Source: nelson.cloud

Radio Shack’s TRS-80: Introduced Aug 3, 1977

When Radio Shack announced its TRS-80 Model 1 on Aug 3, 1977, designer Steve Leininger thought they could sell 50,000 units. Tandy executives didn’t believe him. But the response overwhelmed the compa...

• Keywords: price radio, radio shack, trs 80, capacity trs, sales radio, sold radio, units sell, build trs, radios gained, shack sales
• Source: dfarq.homeip.net

Teaching AI to speak the language of pathology

– The estimated reading time is 3 min. Teaching AI to speak the language of pathology Author Artificial intelligence is already helping clinicians spot patterns in diagnostic images and detect signs o...

• Keywords: pathology ai, pathology tools, pathology research, cancer prism2, pathology images, cancer detection, pathology foundation, cancer diagnoses, future pathology, metastasis detection
• Source: news.microsoft.com

Waymo CEO explains why Tesla's camera-only self-driving falls short

Waymo co-CEO Dmitri Dolgov laid out the clearest technical case yet for why cameras alone can’t take a self-driving system to full autonomy, arguing that “weak sensing” hits a safety ceiling long befo...

• Keywords: cameras tesla, cameras self, camera tesla, tesla vision, tesla camera, runs cameras, camera advocates, versus cameras, cameras pragmatic, cameras build
• Source: electrek.co

What is Claude Tag?

Claude in Slack switched over to the new Claude Tag experience on August 3, 2026. To integrate Claude and Slack, use Claude Tag instead. Learn how to set up Claude Tag or migrate from the earlier Clau...

• Keywords: slack claude, claude slack, tagging claude, tag claude, claude tag, slack conversations, claude chat, conversation claude, channels claude, initiated slack
• Source: support.claude.com