Daily Tech News - 2026-07-28

The tech world today is abuzz with revolutionary strides in AI, alongside critical discussions on infrastructure, development, and security.

Artificial intelligence continues its relentless march forward with breakthroughs in serving large language models (LLMs) on Kubernetes, pushing throughput to unprecedented levels, exemplified by Google Cloud's work and CoreWeave's leading MLPerf benchmarks. New models like Neutrino-1 8B are emerging, while the burgeoning field of AI agents sees rapid evolution, from training coding agents to exploring how agents might "change each other's minds." Anthropic details AI's integration into software development, yet cautionary tales surface regarding "lost in execution" scenarios and "coding agent horror stories," highlighting critical security risks and the need for robust evaluation methods.

Underpinning these advancements, infrastructure evolves with significant Kubernetes enhancements via AMD GPU Operator v1.5.0, offering improved control and recovery. Performance boosts stem from innovations like Quarkus AOT Caching and speculative decoding techniques for faster LLM generation. The cloud-native community anticipates the CNCF Observability Summit Europe, reinforcing a commitment to open standards, while stateless requests via MCP 2026-07-28 and Postgres memory overcommit underscore the push for efficient, scalable systems.

Beyond AI and infrastructure, the software development landscape sees shifts in game engine discussions and efficiency gains from Zig's incremental compilation. A critical security alert warns of compromised Joyfill npm beta releases distributing malware, serving as a stark reminder of supply chain vigilance. Specialized fields like healthcare robotics also advance, leveraging GPU-native medical physics simulations.

Featured Articles

1 Million Tokens Per Second on Kubernetes, with Federico Iezzi

Bart Farrell: In this episode of KubeFM, I spoke with Federico Iezzi from Google Cloud about what it actually takes to serve open-source language models at very high throughput on Kubernetes. We used...

Keywords: throughput kubernetes, kubernetes engine, kubernetes driven, kubernetes architecture, google kubernetes, kubernetes google, kubernetes cloud, kubernetes vllm, kubernetes hard, kubernetes platform
Source: ku.bz

How building software is changing at Anthropic

How building software is changing at Anthropic A deepdive on what’s changed in how the leading AI lab makes software. Ever more code review and testing is done by AI, two-pizza teams very much alive,...

Keywords: ai labs, engineers ai, ai lab, ai organization, increasingly ai, ai researchers, ai agent, ai companies, ai agents, ai changing
Source: newsletter.pragmaticengineer.com

Neutrino-1 8B

Announcement Introducing the Neutrino-1 models Three models in a proprietary ternary-family format, served by one engine from one artifact on datacenter GPUs, Apple silicon, and desktop CPUs. The flag...

Keywords: decoding neutrino, overview neutrino, availability neutrino, neutrino 8b, models neutrino, neutrino models, flagship neutrino, decodes rates, neutrino 8b_v4, model neutrino
Source: fermionresearch.com

Developing Healthcare Robotics with GPU-Native Medical Physics Simulation

Unlike autonomous driving or industrial robotics, healthcare robotics can’t rely on internet-scale data collection or unlimited real-world experimentation. Every demonstration requires specialized equ...

Keywords: healthcare robotics, robotics healthcare, imitation learning, robotic policies, robotics medical, learning policies, medical robotics, robot training, simulated medical, learned robotics
Source: developer.nvidia.com

Detection-as-Code in One GitHub Action with RSigma

-5b301f10ddcd---4 crawled_date: 2026-07-28T16:20:56.287239+00:00 feed_url: https://itnext.io/feed published: Tue, 28 Jul 2026 15:30:28 GMT

Detection-as-Code in One GitHub Action with RSigma Lint,...

Keywords: rules rsigma, rule logsource, rules pipelines, rsigma validates, runs rsigma, run rsigma, rule streaming, follow rsigma, logsource, logql lucene
Source: itnext.io

Quarkus AOT Caching: Faster JAR Startup with Project Leyden

Quarkus AOT Caching: Faster JAR Startup with Project Leyden Build and verify a JDK 25 AOT cache for a real PostgreSQL service, package it with Podman, and measure the startup gain. After an AOT build,...

Keywords: aot caching, runtime jdks, aot cache, workload aot, runs aot, java aot, aot startup, jvm runtime, aot build, build aot
Source: the-main-thread.com

So, you want to make a game engine (2023)

Unity's recent controversy sparked a heated debate on game engines. Some said that everyone should immediately switch to a new engine, while others replied that switching engines can take months if no...

Keywords: making engine, existing engine, use engine, use engines, engine development, providing engine, writing engines, engine making, game engines, switching engines
Source: lisyarus.github.io

Build a distributed RAG pipeline with Ray Data on OpenShift AI

Most retrieval-augmented generation (RAG) tutorials show you how to parse a handful of documents, embed them, and stuff them into a vector database. That's fine for a demomstration. It doesn't hold up...

Keywords: document processing, directly processing, document processes, workloads parsing, retrieval workloads, parsing workloads, streaming execution, processing running, retrieval pipeline, processing stages
Source: developers.redhat.com

CNCF Announces Schedule for Debut Observability Summit Europe

Summit gathers practitioners, contributors and engineers to advance open observability standards and practices Key Highlights

CNCF announced the schedule for the inaugural Observability Summit Europ...
Keywords: observability summit, cloud native, clouds cncf, operating cloud, native observability, 2026 cloud, scaling cloud, foundation cloud, summit program, summit features
Source: cncf.io

AMD GPU Operator v1.5.0: DRA Support, Automated GPU Node Recovery, and Expanded Kubernetes Infrastructure Control

AMD GPU Operator v1.5.0: DRA Support, Automated GPU Node Recovery, and Expanded Kubernetes Infrastructure Control# GPU Operator v1.5.0 introduces several major infrastructure capabilities for Kubernet...

Keywords: gpus kubernetes, amd gpus, gpu deployments, amd gpu, gpu infrastructure, deployments gpu, amd specifically, deploys amd, kmm gpu, gpu clusters
Source: rocm.blogs.amd.com

CoreWeave Leads MLPerf 0.7 Endpoints Benchmark with DeepSeek-R1

CoreWeave Leads MLPerf 0.7 Endpoints Benchmark with DeepSeek-R1 CoreWeave delivered leading results in the inaugural MLPerf® 0.7 Endpoints benchmark, running the frontier DeepSeek-R1 reasoning model o...

Keywords: benchmark deepseek, performance coreweave, gpus throughput, gpu2 throughput, gpu throughput, throughput gpu, gpu economics, gpu mlperf, benchmark running, gpu efficiency
Source: wf.coreweave.com

Parallel All the Way Down: Beyond Single-Token Generation with Speculative Decoding

Introduction Speculative decoding has emerged as a core optimization technique for mitigating memory-bandwidth bo...

Keywords: speculative decoding, expressive draft, speculators benchmark, speculative frameworks, speculative engine, draft architectures, parallel generation, parallel speculators, drafting parallel, drafting fundamentally
Source: vllm.ai

Zig's Incremental Compilation Internals

As a member of the Zig core team, one of the most impactful projects I’ve been involved with is the implementation of incremental compilation into the Zig compiler. This feature allows the compiler to...

Keywords: incremental compilation, zig incremental, zig compiler, compilation zig, recompile incremental, incremental rebuilds, implementation incremental, fast incremental, build zig, build incremental
Source: mlugg.co.uk

Lost in Execution — Your AI Agent Will Eventually Do Something You Never Asked For — 1/4

-5517fd7b58a6---4 crawled_date: 2026-07-28T02:17:56.065460+00:00 feed_url: https://levelup.gitconnected.com/feed published: Tue, 28 Jul 2026 01:55:53 GMT

Lost in Execution — Your AI Agent Will Ev...

Keywords: agent failure, openai exploitgym, ai agent, exploitgym incident, agent eventually, exploitgym challenges, agents tools, agent executing, exploitgym lack, exploitgym reached
Source: levelup.gitconnected.com

Scientific computing in the age of agentic AI

Scientific computing in the age of agentic AI A field report shows how scientists are using coding agents to modernize scientific software for genomics and other data-rich fields. Scientific computing...

Keywords: scientific computing, scientific software, coding agents, ai agent, ai agents, software genomics, scientific infrastructure, computing projects, agents codex, studies agents
Source: openai.com

How I trained a coding agent on molab

Want to contribute a guest blog? Reach out to us on Discord. About the author. This guest blog is by Kishan, a final-year B.Tech Computer Science student at Srinivas University, Karnataka, India, spec...

Keywords: coding agent, coding assistant, coding assistants, specializing cybersecurity, chitti beast, existing ai, cybersecurity, molab chitti, ai coding, security engineering
Source: marimo.io

Migrate Sessions to Stateless Requests with MCP 2026-07-28

If you wrote an MCP server a few months ago and it’s suddenly looking a little old-fashioned…welcome to the club! The latest MCP specification update (2026-07-28) includes a number of changes: a new e...

Keywords: mcp session, mcp protocol, mcp specification, restructure mcp, stateless mcp, mcp servers, mcp server, older protocol, latest mcp, early mcp
Source: vikram-vaswani.in

Why strict memory overcommit matters for Postgres

What is memory overcommit, and why does Postgres like for it to be strict? When a process calls malloc , Linux grants address space and attaches physical memory only when each page is first touched. T...

Keywords: overcommit_memory runtime, memory overcommit, overcommit_memory, overcommit_memory limit, overcommit_memory kernel, overcommit_memory vm, vm overcommit_memory, memory postgres, memory killed, overcommit_kbytes
Source: clickhouse.com

Can AI Agents Change Each Other’s Minds?

-5517fd7b58a6---4 crawled_date: 2026-07-28T04:18:25.986965+00:00 feed_url: https://levelup.gitconnected.com/feed published: Tue, 28 Jul 2026 03:46:10 GMT

Can AI Agents Change Each Other’s Minds?...

Keywords: ai agents, agents smarter, agent protolink, agents delegate, multi agent, agent verbosity, separate agents, identical agents, agents communicate, agent communication
Source: levelup.gitconnected.com

Coding Agent Horror Stories: The 29 Million Secret Problem

This is Part 4 of our AI Coding Agent Horror Stories series, a look at real security incidents involving AI coding agents, and how Docker Sandboxes keeps credentials out of an agent’s reach at the exe...

Keywords: sandbox agent, sandboxes security, agent leaks, agent credentials, secrets agent, agents docker, agent failures, compromised sandbox, agent rely, credentials agent
Source: docker.com

Running Kimi K3 on a M1 Mac

| _ \ | | | __ _ / () __ | | | |/ _ \ | / ` | || | '
| || | __/ | || (| | | | | | | |/ _||__,|| ||| |_| An experiment in running Kimi K3 (2.8T parameters...

Keywords: mac deltafin, machine deltafin, silicon mac, tools kimi_run, k3_profile chip, deltafin kimi, macs faster, kimi_run py, k3_approx uses, running kimi
Source: github.com

MCP 2026-07-28 Specification: transport going stateless

Since our last November release MCP continued to grow at an astonishing rate. Across our Tier 1 SDKs, we’re seeing close to half-a-billion downloads a month, with both TypeScript and Python SDKs cross...

Keywords: mcp protocol, mcp http, stateful protocol, mcp specification, mcp servers, protocol core, mcp apps, stateless protocol, release mcp, http mcp
Source: blog.modelcontextprotocol.io

AI agent evaluation: Tips from Anthropic on building evals you can trust

This piece builds on a talk Marius Buleandra, a member of Anthropic’s technical staff, gave at Arize Observe on building agent evals that hold up in production. When Marius Buleandra tested a newer mo...

Keywords: improving agents, improve agents, evals ai, agents evals, agents evaluation, analyst eval, software engineering, agent improve, ai agents, agent evals
Source: arize.com

Two Joyfill npm Beta Releases Compromised With Blockchain-Backed Remote Access Trojan Loader

Security News /Research Fake Corepack Site Distributes Infostealer and Proxyware to Developers A fake corepack.org site is impersonating the Node.js tool and delivers an infostealer and proxyware to d...

Keywords: fake corepack, joyfill npm, npm joyfill, uses npm, corepack, joyfill client, proxyware developers, attack package, corepack site, npm lib
Source: socket.dev

Scale-across: Why the future of distributed AI isn’t in one data center

For years, organizations have leveraged AI/ML for specific tasks—from computer vision in video analytics to Google’s BERT powering advanced search and ML models driving predictive analytics. Industry...

Keywords: ai clusters, ai cluster, ai infrastructure, gpu cluster, build ai, overnight ai, ai landscape, engine cluster, predictive analytics, distributed ai
Source: blogs.cisco.com

Daily Reading List – July 27, 2026 (#833)

Gemini helped me succeed at the horse races on Saturday. Great use of AI. In today’s list, I liked some of the leadership and mentorship content. [blog] The AI Productivity Paradox. Instead of AI clos...

Keywords: automatically mentor, mentor, mentoring, mentorship, mentorship content, ai infrastructure, mentor training, mentoring matters, ai today, ai apps
Source: seroter.com

LFM2.5-Encoders for Fast Long-Context Inference on CPU

LFM2.5-Encoders for Fast Long-Context Inference on CPU Here's what you get:

Strong for their size: match or beat larger encoders on GLUE, SuperGLUE, and multilingual tasks.
8,192-token context wit...
Keywords: encoders faster, encoders fast, purpose encoder, lfm2 encoders, lfm2 encoder, retrievers encoders, larger encoders, lfm2 decoder, encoders biggest, encoders reach
Source: huggingface.co

PyTorch: A Reference Language

PyTorch: a reference language A reference implementation is a simplified but complete version of a system that trades performance in return for clarity. We might then say a reference “language” is the...

Keywords: pytorch reference, pytorch kernel, traditional pytorch, pytorch writing, role pytorch, core pytorch, means pytorch, pytorch autograd, written pytorch, reference implementations
Source: docs.pytorch.org

Show HN: Formally verified 3D CSG: Trust 93 lines spec, not 1000 lines AI code

To my knowledge, this is the first formally verified implementation of a 3D constructive solid geometry (CSG) operation: mesh intersection, implemented in Lean 4 and verified against a concise specifi...

Keywords: lean proofs, triangulation, meshintersectwithpreconditioncheck lean, algorithms mesh, meshes guaranteed, mesh reviewed, satisfiable verifying, verified implementation, implementation inspection, conditions triangulation
Source: github.com

The age of token efficiency, the age of libraries

The age of token efficiency, the age of libraries Not so long ago, six months, perhaps, I was seriously convinced that AI would not replace us, the programmers. It would just help us; it would be our...

Keywords: ai builds, ai build, nowadays ai, ai built, treat ai, later developers, ai tools, ai makes, rely ai, adopt ai
Source: golemui.com

Issue #028 - ingress-nginx: four months archived, and nothing has broken yet

Issue #028 - ingress-nginx: four months archived, and nothing has broken yet What actually retired, why InGate died too, the five real migration targets, and the annotations that don't port The repo w...

Keywords: nginx ingress, ingress nginx, ingate died, ingress manifests, services ingress, swapped ingress, archived broken, rewriting ingress, ingress fine, lifecycle nginx
Source: podostack.com

OpenAI just open-sourced Codex Security

Codex Security is an open-source CLI and TypeScript SDK for finding, validating, and reviewing security issues in code you own or have permission to assess. Note This package follows semantic versioni...

Keywords: codexsecurity openai, openai codex, install openai, import codexsecurity, openai_api_key npx, openai_api_key codex_api_key, openai api, scans npx, codex_security_results, scan npx
Source: github.com

Scaling StreamHub: Transitioning from Kinesis to Kafka for 145 Billion Daily Events

Multi-year architectural evolution: Moving from Amazon Kinesis to Managed Streaming for Apache Kafka (MSK), using Kafka Tiered Storage to cut costs, the critical outages that tested our resilience. Sc...

Keywords: streaming infrastructure, event streaming, streaming services, kafka aws, streamhub atlassian, managed streaming, streaming reliability, scaling streamhub, kafka clusters, streamhub api
Source: atlassian.com

10,000 PRs a month is easy: How devex is evolving at PostHog

10,000 PRs a month is easy: How devex is evolving at PostHog Contents Shipping cadence is accelerating at PostHog. In the last 6 months, we've gone from shipping 1,441 PRs in January to 4,725 PRs in J...

Keywords: prs increasing, pr agents, pr hugely, devex evolving, agentic prs, accelerating posthog, increasing engineering, engineers deliver, prs posthog, prs month
Source: posthog.com

Memory Tiering for VMs and VKS: Deployment Flexibility, Smarter Consolidation, Intelligent Resource Consumption

If you’re running workloads on vSphere Kubernetes Service (VKS) today, or planning to, one of the questions that comes up quickly is how container workloads interact with infrastructure-level capabili...

Keywords: vsphere kubernetes, vm kubernetes, vks kubernetes, kubernetes runtime, kubernetes alongside, kubernetes infrastructure, vsphere infrastructure, vms containers, kubernetes layer, managed kubernetes
Source: blogs.vmware.com

The OlmoEarth Platform: Geospatial inference at planetary scale

The OlmoEarth Platform: Geospatial inference at planetary scale The OlmoEarth models are our family of Earth observation foundation models, pretrained on roughly 10 terabytes of multimodal satellite d...

Keywords: open models, olmoearth models, olmoearth platform, olmoearth applications, building olmoearth, open model, adapting olmoearth, built olmoearth, olmoearth datasets, run olmoearth
Source: huggingface.co

Connect OpenSearch to private ML endpoints

As organizations bring machine learning into production, many choose to host models on private infrastructure, whether for security, regulatory compliance, or cost efficiency. Fine-tuned language mode...

Keywords: private endpoint, private endpoints, private clouds, opensearch private, opensearch cluster, opensearch service, endpoints opensearch, opensearch amazon, amazon opensearch, connecting opensearch
Source: opensearch.org

How to Evaluate LLM Provider Performance Across Latency, Throughput, and Uptime

How to Evaluate LLM Provider Performance Across Latency, Throughput, and Uptime OpenRouter · Developers often start LLM selection by choosing a model such as Claude, Llama, Gemini, or DeepSeek, then t...

Keywords: provider performance, providers latency, provider benchmarks, provider benchmark, llm latency, provider evaluation, throughput llm, evaluating provider, provider performs, llm providers
Source: openrouter.ai

Introducing CloveJS: The backend framework like Next.js

-5517fd7b58a6---4 crawled_date: 2026-07-28T02:17:56.065460+00:00 feed_url: https://levelup.gitconnected.com/feed published: Tue, 28 Jul 2026 01:54:20 GMT

Introducing CloveJS: The backend framewor...

Keywords: clovejs backend, clovejs programmers, clovejs middlewares, introducing clovejs, di typescript, typescript, clovejs equivalent, clovejs simply, service clovejs, tool clovejs
Source: levelup.gitconnected.com

Bringing Conversational Analytics to your entire data ecosystem

Bringing Conversational Analytics to your entire data ecosystem Richard Kuzma Group Product Manager, Data Agents Ganesh Kumar Gella Sr. Director of Engineering, Data Agents Increasing the adoption of...

Keywords: analytics conversational, cloud conversational, conversational analytics, bigquery conversational, monitoring conversational, analytics agents, conversational capabilities, integrate conversational, analytics google, publish conversational
Source: cloud.google.com

AMD P-State Linux Driver Patches Can Boost 1%-Low FPS Gaming Performance By 31%

AMD P-State Linux Driver Patches Can Boost 1%-Low FPS Gaming Performance By 31% A set of patches posted today to the Linux kernel mailing list implement per-core Energy Performance Preference (EPP) bo...

Keywords: amd_pstate epp_boost, patches amd_pstate, improving amd, amd epp_boost, improvement amd, amd_pstate, amd ryzen, module amd_pstate, especially amd, enhancing amd
Source: phoronix.com

China’s Moonshot just handed developers a near-frontier AI model to download

Moonshot AI has released the full weights for Kimi K3, giving developers the freedom to download, modify, fine-tune, and host the model themselves. The move comes shortly after K3’s debut, when Moonsh...

Keywords: moonshot benchmarks, training k3, k3 release, k3 using, kimi k3, moonshot ai, api k3, k3 new, weights kimi, hardware moonshot
Source: digitaltrends.com

Setup Script Should Support Git Worktrees

Your Setup Script Should Support Git Worktrees A worktree-aware setup script can diagnose missing tools, share one Docker stack, and isolate ports, databases, and state for safe parallel development....

Keywords: git worktrees, environment git, git worktree, git runtime, isolated git, git docker, run git, setup processes, dev setup, work git
Source: piechowski.io

You Could Have Come Up with Kimi Delta Attention

You Could Have Come Up With Kimi Delta Attention A note on notation: this article defaults to bra-ket notation because (in my quantum-inspired opinion) it makes the shapes in this derivation very clea...

Keywords: linear attention, attention linear, attention scalar, delta attention, quadratic attention, attention state, causal attention, attention methods, attention replaces, attention attention
Source: blog.doubleword.ai

Your Agent Is Only as Good as Your Infrastructure

Your Agent Is Only as Good as Your Infrastructure You built a great agent, but something happened when it moved into production. In testing, your agent reviewed pull requests efficiently on its own. I...

Keywords: testing agent, agent reviewed, agent workloads, agent waits, chatbot agent, agent good, agent agent, agent checkout, agent executes, agents aren
Source: wf.coreweave.com

Distributed npm Package Cluster Delivers Cross-Platform RAT Targeting Alibaba Developers

Research /Security News Two Joyfill npm Beta Releases Compromised to Deliver DEV#POPPER Remote Access Trojan Two Joyfill npm beta releases contain an import-time implant that uses blockchain transacti...

Keywords: malicious npm, package malicious, malicious packages, malicious functionality, malware lib, sandbox malicious, malicious downloader, security package, distribute malicious, malicious loader
Source: socket.dev

Don’t Just “Throw Adam at It”: Misunderstanding Adam Will Cost You

I simplified the architecture. I added layers. I removed layers. I swapped LSTMs for Transformers, added attention, removed it. I rebuilt the input features at least 20 times. I even tried exotic memo...

Keywords: adam optimizer, optimizer sgd, adamw model, optimizer forget, vibe code, deep rl, rl deep, deep learning, descent sgd, worked optimizer
Source: towardsdatascience.com

How Do I Profile eBPF Code?

6 minutes How Do I Profile eBPF Code? If we are running any eBPF workload or writing eBPF code, we want to measure its performance impact, and in this post we will demonstrate an example of how to do...

Keywords: profiling ebpf, ebpf workload, ebpf execution, performance file, ebpf running, code ebpf, running ebpf, run ebpf, ebpf code, hooks ebpf
Source: naveensrinivasan.com

k8s-mcp-bilbilmyc 1.0.0

Kubernetes MCP server for LLM agents — 91 tools covering CRUD on workloads/services/storage/RBAC, logs/events, Prometheus queries, NVIDIA GPU diagnostics, plus pod & deployment diagnosis / RBAC & Netw...

Keywords: kubernetes mcp, kubernetes, mcp server, llm agents, server llm, pod deployment, pod, mcp, services, workloads services
Source: pypi.org

🛡️ NVIDIA Establishes an AI Security Alliance

Good morning! Here's what's happening in AI today: NVIDIA just pulled 20+ companies into an AI security alliance Google's Gemma models are now playable in your browser, no install How to turn YouTube...

Keywords: ai security, use ai, talk ai, ai tools, building ai, ai tool, secure ai, browser ai, new ai, ai today
Source: simplifyingai.co

Starling: A New Linux Desktop Written In Swift, Own Wayland Compositor & Written With AI

Starling: A New Linux Desktop Written In Swift, Own Wayland Compositor & Written With AI There's yet another new open-source desktop option for Linux users in the era of new open-source projects large...

Keywords: starling desktop, starling build, starling new, site starling, starling project, learn starling, starling, options starling, built x11, starling looks
Source: phoronix.com

How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon

I don’t have a 3090. I run everything on an M3 Ultra Mac Studio with 96 GB of unified memory—no discrete GPU, no VRAM, just one pool of memory the CPU and GPU share. That’s a different enough machine...

Keywords: 3090 run, memory cpu, overhead memory, monitor energy, measured mac, token watts, memory bandwidth, energy measurement, watts throughput, chip reports
Source: towardsdatascience.com

Aftermarket Harnesses

AI harnesses have more impact on performance than the models. Endor Labs ran the same models through two harnesses in the same week. OpenAI’s GPT-5.5 scored 61.5% functional correctness in its native...

Keywords: ai harnesses, models harnesses, costs harness, input costs, ai performance, harnesses decide, harnesses impact, competitor harness, output costs, pushing ai
Source: tomtunguz.com

Disrupting supply chain attacks on npm and GitHub Actions

Disrupting supply chain attacks on npm and GitHub Actions Explore the changes we’ve shipped across npm and GitHub Actions over the past few months to disrupt supply chain attack techniques and limit t...

Keywords: attacks chain, attack chain, chain security, attacks supply, attacks npm, chain attacks, secure npm, hardening npm, malware compromise, attacks deploy
Source: github.blog

Powerful Compute So Compact, It’s Clutch — Build AI in Your Hand With NVIDIA Jetson

Anyone can make a robot move; NVIDIA Jetson makes it think. As a discerning AI investor who values style and substance, Sarah Guo knows this season’s standout accessory isn’t the latest designer purse...

Keywords: ai build, building ai, robot builders, robot nvidia, ai curriculum, ai projects, make robot, constructed ai, ai platform, robotics developers
Source: blogs.nvidia.com

What Are Embeddings and Vector Databases? How AI Actually Understands Your Data

-a648dc4ecb66---4 crawled_date: 2026-07-28T09:19:15.429705+00:00 feed_url: https://towardsdev.com/feed published: Tue, 28 Jul 2026 08:49:56 GMT

What Are Embeddings and Vector Databases? How AI Ac...

Keywords: databases ai, ai assistant, vector databases, ai search, vector database, embeddings google, ai chatbots, search embeddings, use ai, ai recently
Source: towardsdev.com

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident

28th July 2026 - Link Blog Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident. Hugging Face just released this extremely detailed technical description of OpenAI...

Keywords: sandbox exploiting, openai agent, agent intrusion, jfrog openai, attack agent, openai accidental, details openai, openai staff, used exploits, proxy agent
Source: simonwillison.net

EYG: A Programming Language for Humans

A programming language for humans. Eat Your Greens (EYG) is a statically typed functional programming language. It is a better programming language, for some measure of better. This post explains what...

Keywords: programming people, building language, programming, programming language, make programming, professional developers, developer humans, programming easier, user programming, developers
Source: crowdhailer.me

Giga Computing Debuts Its First EPYC 9006 Servers, With SP7 Shipping in November

Giga Computing, a GIGABYTE subsidiary, has announced support for AMD’s 6th Gen EPYC server processors across its server portfolio. The company also introduced its first system based on the AMD EPYC 90...

Keywords: sp7 processors, sp8 processors, server processors, giga computing, platform amd, supports processors, processors support, gigabyte amd, sp7 platform, amd intel
Source: storagereview.com

Timing is Everything: Bringing Nanosecond Precision to Tanzu Greenplum PXF Parquet Pipelines

In the fast-paced world of financial technology and high-frequency trading (HFT), a microsecond is an eternity. When processing millions of transactions, even a microsecond of latency or a rounded tim...

Keywords: nanosecond parquet, precision timestamps, nanosecond timestamps, nanosecond data, pxf parquet, nanosecond metadata, nanosecond precision, greenplum timestamp9, timestamp9 nanosecond, timestamp nanos
Source: blogs.vmware.com

What Even Are Microservices?

What even are microservices? It's almost impossible to have a conversation about software architecture without someone bringing up microservices. Just look at the discussion over my last post. They ha...

Keywords: microservices technical, define microservices, microservice explain, microservices just, makes microservice, microservices aren, microservices, microservices exactly, bringing microservices, microservice
Source: var0.xyz

Why npm Dependency Trees Are So Big

Every major release of Rails sets off a wave of releases across the rest of the gem ecosystem. An application that tries to upgrade runs bundle update rails and Bundler refuses, because some gem in th...

Keywords: version gem, rails bundler, release rails, rails release, gems constraints, hitting bundler, constraint gem, gem ecosystem, version constraints, rails upgrade
Source: nesbitt.io

Cast AI Alternative: Evaluation Across Six Dimensions

Cast AI is good at what it advertises: achieving savings quickly, automating aggressively, and handling Kubernetes cost optimization with minimal hand-holding. It’s a good choice for a team that wants...

Keywords: kubex autoscaler, kubernetes cluster, kubex cast, handling kubernetes, replaces kubernetes, kubernetes cost, kubex alternative, ai kubex, kubex vs, kubernetes
Source: kubex.ai

Fermion Research publishes 3.88 GB Neutrino-1 8B for local inference

Fermion Research has published Neutrino-1 8B, packaging an 8.19-billion-parameter language model in a 3.88 GB file. Hugging Face's model card lists the artifact as FermionResearch/Neutrino-8B; the ava...

Keywords: neutrino footprint, neutrino 8b, fermionresearch neutrino, hardware fermionresearch, design neutrino, architecture fermion, cost neutrino, fermion reports, release fermion, fermion research
Source: runtimewire.com

Sedai Alternative: Kubex vs. Sedai Compared

Sedai optimizes Lambda, EC2, RDS, Databricks, BigQuery, and Kubernetes within a single product. Its reinforcement learning engine runs in three modes, from recommendations-only to fully autonomous. Th...

Keywords: kubernetes versus, kubernetes optimization, kubernetes plus, kubernetes features, bigquery kubernetes, kubernetes workloads, kubex kubernetes, kubernetes resource, value kubernetes, kubernetes kubex
Source: kubex.ai

The inliner is yielding benefits for ZJIT

Originally published on Rails At Scale. We recently enabled a really cool feature in ZJIT that makes it feel like a Real Compiler™: the inliner! We’ll write more about it soon. In this post, we’ll tal...

Keywords: zjit inliner, ruby interpreter, zjit inline, interpreter zjit, compiler inliner, code ruby, example ruby, ruby brief, optimize ruby, compiler inline
Source: bernsteinbear.com

Best Buy scales AI workloads and secures access with Workforce Identity Federation

Best Buy scales AI workloads and secures access with Workforce Identity Federation Kishor Patil Senior Manager, Cloud Engineering, Best Buy Stephen Cakebread Senior Product Manager, Google Cloud Secur...

Keywords: cloud identity, identity store, cloud federation, identity providers, cloud organization, microsoft identity, service accounts, cloud security, identity provider, cloud workforce
Source: cloud.google.com

Show HN: XY – Fast, composable, GPU-accelerated charts, written in Rust

XY is an extremely fast, interactive, customizable Python charting library for the web, notebooks, and static exports. Charts are composed declaratively or through matplotlib conventions. You can full...

Keywords: xy chart, xy matplotlib, chart xy, xy scatter_chart, python charting, xy python, scatter_chart xy, xy line_chart, xy pyplot, instead matplotlib
Source: github.com

The new perf/TCO math: maximizing GPU utilization with disaggregated pipelines

Enterprises constantly have to weigh the tradeoffs between maximizing the utilization of their GPUs and providing snappy, low-latency experiences. That tradeoff becomes an even worse nightmare when an...

Keywords: efficiently gpu, gpus sacrificing, gpus speculative, tradeoff gpus, utilization gpus, gpus genuinely, gpus, running gpus, gpus depends, gpu compute
Source: d-matrix.ai

Bringing Google Maps to Friendly Meals with Firebase AI Logic

A couple of months ago, I shared how I used Firebase AI Logic to build a hands-free, real-time cooking assistant for the Friendly Meals Android app. It was great for answering my cooking questions whi...

Keywords: firebase ai, ai firebase, location aware, maps firebase, maps apps, location services, apps firebase, google maps, firebase app, grounding google
Source: firebase.blog

Dynamic Workflows: feature that enabled the Bun rewrite

TL;DR: Models are pretty good at orchestrating more of themselves. With Pydantic AI DynamicWorkflows you can easily create your swarm of agents. Bun got rewritten in Rust. Jarred took "Rewrite it in R...

Keywords: experimental dynamic_workflow, ai dynamicworkflows, dynamicworkflow agents, dynamicworkflows easily, dynamicworkflows, workflows jarred, tools dynamicworkflow, dynamic workflows, workflows ran, rust models
Source: pydantic.dev

Hostinger expands its global footprint and secures 3,000+ servers amid an infrastructure crunch

Tuesday July 28, 2026 Gediminas G. Hostinger expands its global footprint and secures 3,000+ servers amid an infrastructure crunch Websites and apps hosted on Hostinger can now run faster, stay more s...

Keywords: demand hosting, hosting cloud, cloud hosting, hostinger overall, hostinger largest, server market, hostinger anticipated, server costs, server prices, hosting services
Source: hostinger.com

How to evaluate and optimize agent skills with tracing and evals

An agent skill cut average latency by 56%, token usage by 27%, and estimated cost by 44%. It also made the agent’s answers worse. The regression was nearly invisible in the transcripts. It only surfac...

Keywords: improve agent, agent improvement, agent skill, agent optimized, evaluating agents, ai agent, agent skills, adhd agent, evaluating agent, ai agents
Source: arize.com

Ponytail Skill for Claude Code: Does It Really Cut Agent Code by 54%?

JetBrains AI Supercharge your tools with AI-powered features inside many JetBrains products Ponytail Skill for Claude Code: Does It Really Cut Agent Code by 54%? Part 3 of a series where we take publi...

Keywords: ponytail benchmark, ponytail benchmarks, code ponytail, ponytail skill, ponytail tool, jetbrains ai, benchmarks agentic, paired benchmark, benchmark money, code quality
Source: blog.jetbrains.com

Adding AI to CI/CD — Three Ways to Build AI Powered GitHub Actions

-5517fd7b58a6---4 crawled_date: 2026-07-28T02:17:56.065460+00:00 feed_url: https://levelup.gitconnected.com/feed published: Tue, 28 Jul 2026 01:55:07 GMT

Adding AI to CI/CD — Three Ways to Build...

Keywords: github ai, build ai, agent development, capabilities github, create ai, ai ci, adding ai, ai capabilities, ci pipeline, documentation ai
Source: levelup.gitconnected.com

How to connect an Oracle HCM MCP with Claude Code (4 steps)

How to connect an Oracle HCM MCP with Claude Code (4 steps) Developers building HR automations, headcount reporting, or people analytics tools that need live access to people data need to navigate Ora...

Keywords: oracle hcm, connect oracle, connecting oracle, hcm api, credentials oracle, oracle cloud, authenticate oracle, configure oracle, invoke oracle, hcm merge
Source: merge.dev

Kimi K3 Architecture Notes

Kimi K3 Architecture Notes The Kimi K3 architecture figure for yesterday’s big open-weight model release, along with some observations and thoughts.

Yes, it looks relatively complicated, but it’s es...

Keywords: k3 architecture, latentmoe benchmark, residuals kimi, attention kimi, kimi k3, kimi linear, composite kimi, latent attention, attention layers, diagram kimi
Source: sebastianraschka.com

LM routers vs LLM proxies: which one do you actually need?

Table of contents LM routers vs LLM proxies: which one do you actually need? If you’ve shipped anything on top of LLMs, you’ve probably heard ”proxy," and "router" used as if they mean the same thing....

Keywords: llm proxies, llm proxy, proxy llm, llm routing, llm gateway, proxy practice, proxy routing, llm router, routing proxy, proxies
Source: merge.dev

Written in Python, Part 2: The Array Became the Unit of Thought

Written in Python, Part 2: The Array Became the Unit of Thought A slow language cannot drive fast hardware one number at a time. The fix was an object, not a compiler. It came out of astronomy and a t...

Keywords: numpy existed, called numpy, wrote python, python produced, registered numpy, pytorch array, python arithmetic, numerical python, written python, python array
Source: robonaissance.com

Discovering Cryptographic Weaknesses with Claude

Subscribe to the Frontier Red Team newsletter Get updates on our latest red-teaming research and findings. Using Claude Mythos Preview, researchers at Anthropic have discovered improved ways to attack...

Keywords: cryptography mythos, cryptography soon, recent cryptography, published cryptographic, building cryptographically, important cryptographic, implications cryptography, claude cryptographic, secure algorithms, cryptographic
Source: anthropic.com

Untitled

How can engineering and development teams prove to security, legal, and compliance teams they have done the hard work to assure agents are trusted before deployment, and that a monitoring system is in...

Keywords: agents trusted, trusted agents, agent security, agent secure, agent trustworthiness, ai agent, audits ai, ai management, ai governance, improve agents
Source: vijil.ai

Recursion is lying to you

Your Recursion Is Lying to You Featured in Node Weekly #624 and Javascript Weekly - 2026-06-02* Recursion is one of those ideas developers learn early and trust for years. If the recursive step is sim...

Keywords: recursion js, treat recursion, recursion improves, recursion lying, recursion readability, recursion hits, recursive appears, lying recursion, giving recursive, recursion version
Source: blog.gaborkoos.com

Kimi K3 Now Available on Telnyx Inference

Kimi K3, Moonshot AI's 2.8-trillion-parameter flagship model, is now available on the Telnyx Inference API. It is the world's first open-source model in the 3-trillion-parameter class, built on Kimi D...

Keywords: moonshot ai, openai, openai compatible, k3 moonshot, kimi k3, access openai, kimi, ai trillion, telnyx inference, anthropic openai
Source: telnyx.com

Meet the new Rovo Chat: One prompt, multiple steps, zero hand-holding

The new Long Horizon reasoning engine replaces multi-agent routing with a single reasoning loop — and the results speak for themselves. TL;DR: Rovo Chat’s new Long Horizon reasoning engine replaces fr...

Keywords: reasoning overhead, reasoning engine, context teamwork, build reasoning, answer tools, reasoning traces, reasoning effort, conversation tool, reasoning plan, multi agent
Source: atlassian.com

PDF.js: Access outline, bookmarks, and metadata

PDF.js: Access outline, bookmarks, and metadata Table of contents PDFDocumentProxy API.- Pull the outline/bookmark tree with pdfDocument.getOutline() and navigate vialinkService.goToDestination() . -...

Keywords: pdf bookmarks, pdf bookmark, bookmarks pdfdocument, pdflinkservice, pdfjs, need pdfjs, pdfjs dist, pdf js, layers pdfs, apis pdfdocumentproxy
Source: nutrient.io

WOFF 1.0: a milestone on W3C's journey of fonts on the web

WOFF 1.0: a milestone on W3C’s journey of fonts on the web As part of a series to spotlight W3C technologies, their evolution and impact, as well as the people who work on them, W3C would like to take...

Keywords: fonts web, w3c fonts, web fonts, web font, establish webfonts, woff web, implemented webfonts, font technology, webfonts started, webfonts used
Source: w3.org

Your useMemo Probably Isn't Doing Anything

Your useMemo Probably Isn't Doing Anything One rule explains every React re-render. Get it right and memoization becomes the last fix, not the first. I’ve reviewed React PRs where useMemo shows up wit...

Keywords: react memo, memo react, render memoizing, react doing, react renders, explains react, refs usememo, react render, react performance, usestate return
Source: thetshaped.dev

How to Query OneTick Cloud Market Data in KDB-X

Key Takeaways

The OneTick Cloud KDB-X module lets you query OneTick market data from q using SQL.
The .otc.sql_rest function returns the main query result as an unkeyed q table.
Built-in demonst...
Keywords: kx onetickcloud, data kdb, data onetickcloud, onetickcloud query, cloud kdb, tick databases, kdb aggregate, tick analytics, onetick data, kdb module
Source: kx.com

Half-Life ported to Mac OS 9

Half-Life has finally landed for PowerPC based Macintosh computers 28 years after it's original release! Half-Life is a story driven first-person shooter, that follows scientist Gordon Freeman, who is...

Keywords: life powerpc, macintosh gaming, powerpc platform, powerpc based, powerpc, release powerpc, life mac, based macintosh, released mac, g4 powerpc
Source: mac-classic.com

How HYBRD Turned Agent Evals into a Retention Signal

How HYBRD Turned Agent Evals into a Retention Signal HYBRD used Amplitude Agent Analytics to catch real bugs, then found a 4x retention signal they weren’t looking for. A good coach costs about $500 a...

Keywords: brain activity, brain adapts, improving brain, athletes train, measure individual, hybrd brain, brain hybrd, individual workouts, workouts training, loss experimentation
Source: amplitude.com

Show HN: Segue – Save context in one AI, load it in another by a short handle

Plan here, build there Think in Claude, implement in Cursor, draft in ChatGPT — and carry the brief between them instead of rebuilding it. Save a block of context in one assistant and get a short hand...

Keywords: assistant build, handle assistant, tools plan, plan assistant, assistant demand, ai assistants, assistant, assistant mcp, connected assistant, context assistant
Source: segue.ai

Toolcraft

Toolcraft is an open-source starter kit and UI library for building custom design apps with AI . Use it to create small creative products, internal utilities, interactive experiments, and tools tailor...

Keywords: toolcraft, toolcraft create, visual tools, workspace toolcraft, point toolcraft, design apps, toolcraft gives, tools tailored, creative workflow, tools
Source: toolcraft.sh

Bridging Pub/Sub to Temporal with Standalone Activities

The full working code is available at https://github.com/houmanka/PII-Compliant-RAG. In my first article, “Why Temporal for a data pipeline?”, I made the case for building on Temporal. Now it’s time t...

Keywords: temporal workflow, workflow temporal, message temporal, running temporal, building temporal, temporal using, temporal docs, message process, process messages, temporal standalone
Source: temporal.io

Local AI: what LLMs can your Mac actually run?

Local AI: what LLMs can your Mac actually run? There are plenty of leaderboards that answer which AI model is smartest? I wanted one that answered a more practical question: Given the Mac I already ow...

Keywords: macos inference, llms mac, model memory, model benchmark, gb mac, model intelligence, mac best, machine local, local model, local models
Source: lawrencewu.net

OpenAI's $500B datacenter ⚡, Amazon's Starlink rival 🛰️, Nvidia backs SSI 💰

TLDR 2026-07-28 OpenAI's $500B datacenter ⚡, Amazon's Starlink rival 🛰️, Nvidia backs SSI 💰 Amazon Plans to Launch 5,000 New Satellites to Beam Data to iPhones (6 minute read) Amazon plans to launch 5...

Keywords: datacenter amazon, 500b datacenter, openai 500b, amazon plans, datacenter, nvidia investment, new satellites, data center, data amazon, service satellites
Source: tldr.tech

Spatial-IQ: Deconstructing Spatial Intelligence via Hierarchical Capability Tests

Spatial-IQ: Deconstructing Spatial Intelligence via Hierarchical Capability Tests Multimodal large language models (MLLMs) excel at visual interpretation but fail on spatial reasoning tasks that human...

Keywords: spatial intelligence, spatial iq, spatial reasoning, spatial cognition, improves spatial, structures perceptual, human spatial, perceptual recognizing, visual, intelligence hierarchical
Source: research.nvidia.com

Accepted proposal: Go examples with any signature

Accepted proposal: Go examples with any signature Go’s proposal to allow examples with any signature was accepted on July 8. Today, an example must look like func ExampleXxx() . go/doc skips the funct...

Keywords: func exampletest, argument signature, func testing, func examplexxx, testing argument, test func, func testexamplecreatetemp, exampletest, examples signature, example testing
Source: rednafi.com

Donate to GrapheneOS

Donate GrapheneOS is an open source project supported via donations from individuals, companies and other organizations. Donations are used for paying developers, purchasing hardware (workstations, te...

Keywords: donate grapheneos, grapheneos sponsored, ethereum donations, monero donations, bitcoin donations, profit grapheneos, paypal grapheneos, make donations, ways donate, alternatively donate
Source: grapheneos.org

IBM PS/2 E: The first Energy Star computer

On June 29, 1993, IBM released the first energy star computer, the IBM PS/2 E. The “E” stood for energy. But while it was undeniably more efficient than other desktop PCs, arguably it was a PS/2 in na...

Keywords: ibm green, computer ibm, blue ibm, ibm ps, ps ibm, ibm used, ibm blue, ibm, traditional ibm, 1993 ibm
Source: dfarq.homeip.net

11 products I love, free for a year—the biggest Product Pass expansion in 2 years

11 products I love, free for a year—the biggest Product Pass expansion in 2 years Runway, Higgsfield, Waking Up, Brain.fm, Customer.io, Resend, Pangram, Mercury Personal, Supercut, Readwise, and Jam a...

Keywords: products lenny, lenny product, lenny subscription, lennysproductpass, lennysproductpass com, brings lennysproductpass, product pass, podcast lennybot, lennybot, lennybot ai
Source: lennysnewsletter.com

leverage. Introduction Agent Fone / 01 A phone should work for you, not the other way around. For twenty years the smartphone has been a vending machine for other people’s software. Rows of identical...

Keywords: leverage introduction, apps designed, leverage, agent fone, premise phone, agents, apps market, agent, apps, smartphone
Source: fail.xyz

Vercel Sandbox supports forking

Vercel Sandbox now supports forking with Sandbox.fork() . The fork starts from the source's current snapshot and inherits its config and environment variables. If the source is running, it forks the l...

Keywords: forking sandbox, fork sandbox, sandbox fork, vercel sandbox, sandbox vercel, fork sourcesandbox, supports forking, forking, sandbox inherit, snapshotconst fork
Source: vercel.com

AI revenues are growing fast, but not fast enough

AI revenues are growing fast, but not fast enough The returns on trillions of dollars of spending are deeply uncertain YOU AIN’T seen nothing yet. Last year America’s biggest technology companies, inc...

Keywords: ai exports, ai revenues, revenues growing, economy, spend 900bn, investment surge, returns trillions, trillions dollars, largest investment, ai capex
Source: economist.com

Fast Remediation Is the New Trust Model (JFrog and OpenAI Zero-Day Findings)

Fast Remediation Is the New Trust Model: JFrog and OpenAI Collaboration on Zero-Day Security Findings In the Era of AI-Discovered vulnerabilities, trust belongs to the fastest responders and the level...

Keywords: vulnerabilities trust, openai security, vulnerabilities responsibly, capabilities openai, security findings, disclosed vulnerabilities, vulnerabilities exploited, discovered vulnerabilities, collaborate security, vulnerabilities discovered
Source: jfrog.com

How LangChain Built an Agent-First Data Stack

Key Takeaways

Reliable data agents need more than access to tables. They need clear models, metric definitions, business context, and signals about which sources to trust.
An agent-first stack can...
Keywords: data agents, data agent, agent data, agent answers, agent workflows, useful agents, data teams, agents need, agent stack, agent useful
Source: langchain.com

Nicole Thompson

Nicole Thompson Nicole Thompson is a senior associate in the Finance pillar at the Milken Institute. She works across several programs, including the Lifetime Financial Security Program, where she foc...

Keywords: financial education, nicole thompson, women financial, finance pillar, thompson nicole, finance infrastructure, focuses financial, financial security, finance, associate finance
Source: milkeninstitute.org

PyTorch Foundation Flare Pin Community Design Contest

We invite you to design the 2026 PyTorch Foundation flare pin for PyTorch Conference North America. The winning entrant will receive one complimentary ticket to PyTorch Conference North America in San...

Keywords: pytorch pin, pin pytorch, pytorch foundation, foundation pytorch, official pytorch, 2026 pytorch, pytorchcon design, requirements pytorch, pytorch conference, enamel pin
Source: pytorch.org