Daily Tech News - 2026-10-02

The race to operationalize AI is accelerating—but so is the pressure to secure, scale and simplify the infrastructure beneath it.

Security led the day’s concerns. A working exploit for CVE-2026-80521 showed that the Ubuntu container escape may affect a broader ecosystem than its name suggests, while a separate report described an attacker hijacking an AI coding assistant to distribute a worm. Together, the incidents underline a growing risk: developer tools and container boundaries have become high-value parts of the software supply chain. The reminder that internal services often communicate “like strangers on the internet” reinforced the case for stronger authentication and authorization between workloads.

Meanwhile, AI development continued moving from experiments toward production. AWS’s open-source Strands Harness targets production-grade agents, while OpenRouter compared how agent frameworks handle tool-calling schemas across different models. Research into AI-based guardrails examined whether flexible decision models can match the reliability of traditional controls. On the performance front, Helion’s integration with vLLM explored portable, autotuned kernels, NVIDIA expanded local development options with its 64GB DGX Spark, and ds4 demonstrated aggressive quantization for running mixture-of-experts models locally.

Cloud and data platforms focused on removing operational friction. GKE introduced a CPU startup boost to speed application launches without permanent over-provisioning. Supabase unveiled code-driven backend tooling, an MCP server, Multigres, OrioleDB and the dbarena benchmark site. Neon doubled free-project storage to 1GB, while ClickHouse explained how direct I/O can keep large Postgres backups from disrupting production traffic.

Elsewhere, marimohub brought self-hosted management to marimo notebooks, Estuary highlighted pipeline observability, and projects spanning exoplanet dashboards, LEGO generation and CPU-oriented Futhark work showed that developer creativity remains as varied as the infrastructure supporting it.

Featured Articles

CVE-2026-80521: The Ubuntu Container Escape Is Not Just an Ubuntu Problem

CVE-2026-80521: The Ubuntu Container Escape Is Not Just an Ubuntu Problem On September 22, DepthFirst published a working exploit for CVE-2026-80521: an unprivileged process inside a default Docker or...

Keywords: container escapes, linux container, container escape, container patch, kernel cve, ubuntu vulnerable, fix vulnerable, ubuntu container, hardening docker, 04 vulnerable
Source: devops-daily.com

Introducing marimohub

Introducing marimohub A self-hostable notebook platform to store, manage, and run marimo notebooks on your own infrastructure. A marimo notebook can run almost anywhere. The harder problem begins when...

Keywords: hostable notebook, notebooks infrastructure, notebook platform, marimohub server, shared notebook, sharing notebooks, storage backend, server notebook, store notebook, hostable platform
Source: marimo.io

Building a High-Performance and Portable vLLM Linear Backend with Helion

Featured projects TL;DR We integrated Helion into vLLM’s linear backend to explore how an autotuned, high-level kernel DSL can improve LLM inference performance while reducing kernel implementation co...

Keywords: performance kernels, optimized kernels, kernels performance, optimized kernel, kernel performance, kernel implementations, hardware optimized, implementations helion, kernels improves, benchmarking cuda
Source: pytorch.org

How Demo Day Care Visualized Benchmark Results with AI:GO

How Demo Day Care Visualized Benchmark Results with AI:GO At JunctionX Korea 2026 hackathon, held at POSTECH in Pohang from August 21 to 23, Lablup and FuriosaAI posed a challenge: how far can you go...

Keywords: lablup ai, visualizes benchmark, visualized benchmark, making benchmark, building ai, ai services, benchmark problems, benchmark systems, benchmark, solve benchmark
Source: backend.ai

Strands Harness: AWS’s Open-Source Answer to Building Production AI Agents

-35e7a49c6df5---4 crawled_date: 2026-10-02T15:40:16.598505+00:00 feed_url: https://aws.plainenglish.io/feed published: Fri, 02 Oct 2026 15:28:31 GMT

Featured Strands Harness: AWS’s Open-Source An...

Keywords: agentcore aws, ai agents, tokens aws, aws making, agents harness, models aws, cost aws, agent timing, agent using, agent kit
Source: aws.plainenglish.io

Your services talk to each other like strangers on the internet

Hi Friends, Welcome to the 193rd issue of the Polymathic Engineer. This week, we are concluding our series of articles on API design. So far, we have examined the rules and best practices for designin...

Keywords: api design, booking api, rest apis, api traffic, designing rest, booking service, apis, bookingservice rpc, public api, api internal
Source: newsletter.francofernando.com

Lobsters Interview with Sjamaan

Peter Bex on CHICKEN Scheme

Alex Alejandre Peter Bex (website) is a CHICKEN scheme maintainer and professional Clojure developer. We got to know each other on IRC over a few months and discussed: -...
Keywords: implementations chicken, clojure developer, clojure fully, clojure things, clojure ongoing, clojure, sqlite clojure, chicken scheme, start computing, think clojure
Source: alexalejandre.com

What is direct I/O, and why does ClickHouse Managed Postgres use it for backups?

What is Direct I/O, and why would a managed Postgres care about it when taking a backup? Every day, a backup copies your whole database, hundreds of gigabytes, off the same NVMe drives that are answer...

Keywords: postgres reads, cache reads, buffered reads, memory postgres, postgres memory, postgres cache, cache postgres, disk_concurrency direct_io, direct reads, backup reads
Source: clickhouse.com

Agent Frameworks Compared: Tool-Calling Schema Handling

Agent Frameworks Compared: Tool-Calling Schema Handling OpenRouter · You build an agent with working tool calling, then change the model behind it and the tool calls start failing. Your tool definitio...

Keywords: agent frameworks, tool schemas, agent framework, framework agent, agent tool, tool definitions, tool openai, openai models, describes agent, bind_tools create_agent
Source: openrouter.ai

GKE CPU startup boost: Accelerate app starts without over-provisioning

GKE CPU startup boost: Accelerate app starts without over-provisioning Abdel Sghiouar Cloud Developer Advocate Jakub Pawełczak Cloud Product Manager Whether you’re launching microservices in response...

Keywords: gke workloads, autoscaling gke, gke cpu, running gke, kubernetes engine, container cpu, google kubernetes, gke boost, accelerate gke, pod autoscaler
Source: cloud.google.com

NVIDIA DGX Spark 64GB Gives Developers More Ways to Build and Scale Local AI

Local AI is becoming more useful by the token. As AI agents move from experiments into everyday development, increasingly capable open models are shrinking to fit on more devices, giving builders more...

Keywords: cluster nvidia, nvidia ai, supercomputing dgx, ai supercomputer, locally nvidia, nvidia agent, ai supercomputing, supercomputer provides, cluster assistant, spark cluster
Source: blogs.nvidia.com

EUC World Amplify 2026 Day Two: Skipping Forklift Migrations, DEX Without Alert Fatigue, Entra Travel Policies, and Running LLMs on Private Infrastructure

EUC World Amplify 2026 continued Wednesday, September 30, at Milwaukee’s Baird Center, with a second day of technical sessions, architecture panels, vendor demos, and the hallway conversations that ar...

Keywords: euc infrastructure, enterprise mainstays, vendors amplify, euc community, euc engineering, euc world, infrastructure conferences, euc broker, cover enterprise, euc foundation
Source: storagereview.com

Deep Learning Weekly: Issue 475

This week in deep learning, we bring you OpenAI’s GPT-6.1 Sol, Jev vs. LLM-as-a-Judge for AI Evals, and a paper on Just-in-Time Memory for LLM Agents. You may also enjoy Anthropic’s Claude Sonnet 5.5,...

Keywords: openai gpt, openai introduces, memory agents, openai devday, openai, search agents, agentic memory, llm agents, industry openai, ai agent
Source: deeplearningweekly.com

From the creator of Redis; run LLM locally with ds4

CORE 01 Asymmetric 2-bit quantization Compress the routed experts, keep critical shared paths precise. That is how the supported routed-MoE builds fit their target machines. DS4 · LOCAL FRONTIER INFER...

Keywords: supports deepseek, supported deepseek, deepseek v4, machines ds4, deepseek, giant deepseek, inference dwarfstar, quantization targets, memory machines, machines core
Source: dwarfstar.sh

KubeCon + CloudNativeCon North America 2026: Build your infrastructure engineer journey

Infrastructure engineers sit at one of the busiest intersections in cloud native. Kubernetes clusters need to scale. Networks need to connect them. Storage needs to follow workloads. Platforms need to...

Keywords: engineering kubernetes, kubecon cloudnativecon, infrastructure journey, kubernetes clusters, infrastructure teams, native kubernetes, infrastructure infrastructure, infrastructure usable, kubernetes, infrastructure engineers
Source: cncf.io

An Attacker Hijacked an AI Coding Assistant to Spread a Worm

On this page Your coding assistant sits closer to your code than most of your teammates do. It reads the repo, picks the library, writes the import, and you accept it, because stopping to verify every...

Keywords: repositories malicious, repositories hacker, code malware, package assistant, compromised ai, code agent, infecting github, source security, assistant useful, repository secrets
Source: safedep.io

More storage for your 100 Free plan projects release - Oct 02, 2026

More storage on the Free plan The Neon Free plan now gives you 1 GB of database storage per project, up from 0.5 GB. Existing projects pick up the new limit automatically. It was one of the most reque...

Keywords: neondatabase, npm neondatabase, storage free, extra storage, storage ai, storage neon, neondatabase serverless, data neon, compute storage, data lakebase
Source: neon.com

Benchmarking AI decision models against traditional guardrails

As enterprise generative AI applications move to production, platform engineers face a key challenge: balancing the flexibility of LLM-as-a-judge guardrails with the reliability and portability of tra...

Keywords: decisions generating, decisions api, decision apis, decision models, decision model, enterprise ai, predictive machine, ai assistant, typesafe ai, jev models
Source: developers.redhat.com

Build anything: Supabase from code, and an MCP server for your app

Today at Supabase Select, we announced new tools that let your coding agent set up your backend, test changes locally, and deploy the services behind your app. We also gave your users’ agents a way to...

Keywords: deploy supabase, supabase config, supabase services, supabase init, supabase schemas, app supabase, inside supabase, migrations agent, supabase client, supabase run
Source: supabase.com

Keeping Futhark off the GPU

Keeping Futhark off the GPU Earlier this year, Elias Smedegaard did a BSc thesis on efficiently computing sparse Jacobian matrices via automatic differentiation. For this post, it is not important to...

Keywords: jacobians gpu, colouring compute, sparse jacobian, optimal colouring, colouring algorithm, efficiently computing, graph colouring, computing sparse, distance colouring, futhark gpu
Source: futhark-lang.org

Monitoring a Pipeline with Estuary’s Observability Tools

Monitoring a Pipeline with Estuary’s Observability Tools Learn how to monitor a real-time data pipeline with Estuary’s native dashboard, alerts, flowctl, and OpenMetrics API, then extend monitoring wi...

Keywords: monitoring pipeline, pipeline observability, workflow estuary, pipelines prometheus, observability tools, monitoring tools, observability workflow, api monitoring, monitoring prometheus, monitoring flow
Source: estuary.dev

Quarkus and Chart.js: Build Your First Exoplanet Dashboard

You might know Richard Fichtner as a Java Champion, the person behind JCON, and XDEV’s CEO. When he shared chartjs-java-model on social media, I wanted to give it a spin. Building Chart.js configurati...

Keywords: discovery charts, chart discovery, chart planets, charts quarkus, chart uses, nasa charts, catalogues charts, exoplanet charts, counts charts, charts catalogues
Source: the-main-thread.com

ThursdAI - Oct 1 - OpenAI joins the assistant race, CoreWeave drops serverless GPUs & more

Hey , it’s Alex 👋 What a freaking week! This one was special. We came to you LIVE from the middle of the show floor at Moscone, from CoreWeave’s Fully Connected, with robots walking behind us and a Ve...

Keywords: openai devday, openai time, mainstream openai, week openai, agents openai, time openai, end openai, openai decided, run openai, openai decisions
Source: sub.thursdai.news

Show HN: Made an open-source Lego AI generator

Give an AI agent a model idea. Guide it, let it build it, and get an LDraw LEGO© model. What you get when the building process finishes:

Its source code, in LDraw language.
Different views: 3D vie...
Keywords: ai agent, ai model, agents tooling, agent model, semantic search, agent finding, search strategy, reranking search, like agent, agents learn
Source: github.com

Scale without limits: Multigres, OrioleDB, and dbarena

Today at Supabase Select, we announced Multigres for high availability and scalable connection pooling, and OrioleDB for high performance storage. We launched dbarena, an open benchmarks site for comp...

Keywords: scaling postgres, scalable storage, availability scalable, scaling concurrent, multigres uses, postgres performance, single postgres, scalable connection, major postgres, postgres
Source: supabase.com

Fast Blur with Animated Radius

Fast blur with animated radius Almost a year ago, while testing some Blender compositor related things, I noticed that their “Fast Blur” mode is not very fast in some cases, and I started to wonder ma...

Keywords: blur radius, arbitrary blur, blur algorithms, make blur, interactive blur, blur scale, smaller blur, cheaper blur, animated blur, kawase blur
Source: aras-p.info

Driving the GDEH0154D67 e-paper display with Rust

Driving the GDEH0154D67 e-paper display with Rust A while ago I bought a SQFMI Watchy. It's an open source e-paper watch driven by an ESP32 that I specifically bought to hack on: the firmware is open...

Keywords: create watchface, watchface uses, watchface recognize, watchface cloning, watchface, videogame typefaces, rust firmware, smartwatch, hack firmware, watchy code
Source: sgt.hootr.club

Claude’s hillclimb loop for AI agents: start with production traces

On September 28, Anthropic’s Lance Martin published Automating eval design and hillclimbing with Claude. It adds two commands to the claude-api skill. /claude-api build-eval interviews you and builds...

Keywords: evaluators hillclimb, agent evals, agent hillclimbing, hillclimbing arize, arize evaluator, eval tasks, eval built, code evaluators, build eval, hillclimb run
Source: arize.com

Daily Reading List – October 1, 2026 (#879)

I’m at the airport waiting to fly home after a day trip up the Bay Area. After a few hours with a fantastic audience at the local DevFest, I spent the late afternoon with customer execs who wanted to...

Keywords: enterprise agent, ai agents, agent platform, create agent, agents write, ai clients, agents, dealing ai, agents google, agent
Source: seroter.com

From VLM Prediction to Production System

LLMs with vision support (VLMs) are getting good at recognizing objects, drawing boxes around them, and outlining their shapes. For example, GPT-6 Astra can find hot spots in a thermal image of solar...

Keywords: solar inspection, image solar, solar image, inspection images, llms vision, spots inspection, spots solar, look solar, images vlm, vlms useful
Source: roboflow.com

Supabase Select 2026 Recap

Today at Supabase Select, we showed how Supabase works for your app from day one to millions of users, and how your agent builds and runs it with you. Your coding agent already writes your application...

Keywords: build supabase, built supabase, supabase run, supabase agent, supabase pipelines, project supabase, supabase config, supabase instances, supabase server, supabase cli
Source: supabase.com

Ubuntu 26.10 Beta Launches with Linux Kernel 7.3 and GNOME 51: What You Need to Know

Ubuntu 26.10 Beta Launches with Linux Kernel 7.3 and GNOME 51: What You Need to Know The beta version of Ubuntu 26.10, codenamed Stonking Stingray, has been released for download, a week later than sc...

Keywords: gnome 51, new gnome, gnome, features ubuntu, kernel gnome, features new, desktop apps, ubuntu 26, improved ui, improvements ubuntu
Source: serverhost.com

LangChain vs CrewAI: Orchestration Compared to OpenRouter-Native Routing

LangChain vs CrewAI: Orchestration Compared to OpenRouter-Native Routing OpenRouter · You need more than one model in a workflow. One lower-cost model handles routine calls and a stronger model handle...

Keywords: langchain openrouter, crewai openrouter, openrouter langchain, crewai workflow, orchestration openrouter, langchain_openrouter, orchestration routing, invoke langchain_openrouter, langchain agent, langchain_openrouter import
Source: openrouter.ai

San Francisco summit brings production AI infrastructure leaders into peer working sessions

San Francisco AI Engineering & Infrastructure Summit 2026 150+ AI engineers, ML platform leaders, and infrastructure leaders. One room, one day. A fast-moving, peer-led summit about the engineering be...

Keywords: ai engineers, ai infrastructure, ai engineering, infrastructure ai, engineering ai, build ai, building ai, production ai, make ai, getting ai
Source: clutchevents.co

A model guide for the GPT-6 family

A model guide for the GPT‑6 family Practical tips for getting the best results from GPT‑6 models while managing time and cost GPT‑6 is our most advanced suite of models yet, and offers you a choice of...

Keywords: guide gpt, model gpt, gpt models, progresses gpt, gpt model, model guide, gpt advanced, model workload, use gpt, routine workflows
Source: openai.com

GPT-6 Astra plays World of Warcraft for the first time with agent-wow

GPT-6 Astra plays World of Warcraft for the first time with agent-wow Lately, I've been fascinated with the concept of LLM-powered agents playing video games. Not only are they surprisingly fun to wat...

Keywords: agent wow, ai agents, agent capabilities, module agents, complexity agent, strategy agent, llm agents, agentwow module, platform agents, agents build
Source: agent-wow.sh

Pretty Themes, Hidden Loaders: GlassWorm-Linked Extensions Span VS Code Marketplace and Open VSX

Pretty Themes, Hidden Loaders: GlassWorm-Linked Extensions Span VS Code Marketplace and Open VSX Socket uncovered two malicious VS Code themes in a GlassWorm-linked cluster with thousands of installs...

Keywords: malicious extensions, theme extensions, malicious extension, code themes, theme extension, themes dev, themes provides, malicious functionality, themes contain, theme uses
Source: socket.dev

GPU demand for AI workloads is surging, and sharing GPUs fairly across teams remains one of the hardest problems in cluster management. The Kubernetes device plug-in model was never built for this. It...

Keywords: gpu quota, quota gpus, gpu demand, gpus workloads, gpu capacity, gpus kueue, gpu cluster, gpus fairly, gpus consider, gpus scarce
Source: developers.redhat.com

Imagination Talks Up Their Open-Source Vulkan Driver, Volcanic Architecture Plans

Imagination Talks Up Their Open-Source Vulkan Driver, Volcanic Architecture Plans Imagination Tech was at XDC 2026 Toronto this week to talk up their ongoing work around their PowerVR Mesa Vulkan driv...

Keywords: powervr vulkan, vulkan drivers, mesa vulkan, vulkan driver, vulkan vulkan, vulkan, vulkan features, source vulkan, work vulkan, volcanic gpu
Source: phoronix.com

Capcom RE:Dox, open source serialization/deserialization for game engines

RE:Dox is a high-performance, token-based structured data engine for .NET, developed as one of the core components of 'REX' Technology for CAPCOM's next-generation game engine. RE:Dox is not just a JS...

Keywords: dox uses, dox versus, dox using, dox writes, formats dox, dox binary, document dox, dox compatibility, dox suitable, dox integrated
Source: github.com

DeepSeek Harness

Everything is a plugin Install plugins, or create them through chat in “Creator mode”, to extend tools, skills, and the interface. Everyday tasks, coding, or your own harness—it starts here. DeepSeek...

Keywords: deepseek ai, npx deepseek, ai deepseek, deepseek, tasks plugin, harness deepseek, com deepseek, tasks coding, starts deepseek, tools
Source: deepseek.com

Tencent AIG joins ClawScan

AIG is now part of ClawHub review We’ve integrated Tencent’s AI-Infra-Guard (AIG) into ClawScan, the open-source command-line tool that powers security review on ClawHub. Every skill and plugin upload...

Keywords: aig security, skillspector security, security review, aig vulnerability, clawhub security, security scanner, security assessment, vulnerability review, code audit, aig clawscan
Source: openclaw.ai

Agent Engineering HQ examines the shift from coding agents to software factories

Code Engineering: From Coding Agents to Software Factories Code Engineering: From Coding Agents to Software Factories Following the strong response to Harness Engineering: State of the Art in Agent Ha...

Keywords: coding agents, coding agent, engineering agents, agent engineering, agent engineers, build agents, code engineering, engineering coding, engineers coding, agents software
Source: luma.com

How to Move AI SRE Agents From Demo to Production

An AI agent that works on an engineer’s laptop can feel like a breakthrough. It can read logs, query observability tools, inspect cloud resources and connect a failed deployment to a bad configuration...

Keywords: laptop agent, agent investigating, ai agent, production agent, agent working, supervised session, human supervision, agent reliable, automation, agent works
Source: devops.com

How to Store and Search Meeting Transcripts

How to Store and Search Meeting Transcripts Learn how to store and search meeting transcripts using structured segments, word timestamps, vector search, and retention controls in your application. You...

Keywords: transcripts search, storing transcripts, transcript schema, capturing transcripts, transcript stored, transcript storage, store transcript, meeting transcripts, transcript indexer, explore transcript
Source: meetstream.ai

Lightpanda 1.0: Out of Beta and Ready for Production

Lightpanda 1.0: Out of Beta and Ready for Production Francis Bouvier Cofounder & CEO TL;DR After two years of hard work and 10,000 commits, Lightpanda is no longer in beta. It passes more than 1.7 mil...

Keywords: browser lightpanda, lightpanda browser, chrome lightpanda, site lightpanda, runs lightpanda, lightpanda pages, tests lightpanda, using lightpanda, lightpanda production, use lightpanda
Source: lightpanda.io

Prompt caching benchmark: high cache reuse doesn’t always mean lower cost

Prompt caching lets an agent reuse previously processed prompt tokens instead of processing the same input again. For multi-turn agents that repeatedly carry forward instructions, application context,...

Keywords: caching benchmark, caching phoenix, caching experiments, benchmark agents, prompt caching, caching efficiency, benchmarked prompt, prompt cache, cost cache, costs cache
Source: arize.com

Show HN: Use all Codex Plugins inside Pi

Pi extension: use every Codex (ChatGPT) connector you have connected — GitHub, Gmail, Google Calendar/Drive, Slack, Linear, Figma, ... — from any pi model. Website: https://wileai.github.io/pi-codex-c...

Keywords: pi_codex_connectors_codex, approval pi_codex_connectors_writes, pi_codex_connectors_writes ask, connector pi_codex_connectors_codex, pi_codex_connectors_writes, pi_codex_connectors_data, calls pi_codex_connectors_allow, pi_codex_connectors_allow, pi_codex_connectors_allow github, pi_codex_connectors_codex overrides
Source: github.com

I Asked Claude to Design My Side Project. It Took Two Rejections and a Mascot.

-5517fd7b58a6---4 crawled_date: 2026-10-02T15:40:16.598505+00:00 feed_url: https://levelup.gitconnected.com/feed published: Fri, 02 Oct 2026 14:48:55 GMT

I Asked Claude to Design My Side Project....

Keywords: ai bugs, ai designed, design agent, page looks, designed look, design looks, agent loads, ai design, isn design, bad design
Source: levelup.gitconnected.com

VM Sandboxes give your agents access to a full Linux kernel. Reach for VMs when your agents reach the limits of limits of user space: working with Docker, FUSE filesystems, and certain Linux kernel fe...

Keywords: vm sandboxes, sandboxes agents, sandboxes, node sandboxes, sandboxes sticky, sandbox host, vms agents, sandbox, like sandbox, features sandbox
Source: x.com

NVIDIA DGX Spark 64GB Lands October 23 at $4,999, and Two Units Cluster to 128GB Over ConnectX-7

NVIDIA has added a 64GB unified-memory configuration of the DGX Spark, starting at $4,999 and sold exclusively through Acer, ASUS, Dell, Gigabyte, HP, and MSI from October 23. The new SKU carries the...

Keywords: memory nvidia, 128gb cluster, sparks nvidia, sparks 128gb, clustered 64gb, 7x performance, dgx spark, 128gb unified, cuda nvidia, nvidia says
Source: storagereview.com

Open-sourcing AstaBrief, the fast report-generation model in Asta

Open-sourcing AstaBrief, the fast report-generation model in Asta Language models can already help researchers search the literature, synthesize evidence, and work through complex questions. But scien...

Keywords: report generation, report retrieval, astabrief scientific, retrieved literature, generated reports, research artifacts, usefulness astabrief, researchers search, cited reports, astabrief useful
Source: huggingface.co

Apex Compute Developing Open-Source Mesa Vulkan Driver For Their Hardware

Apex Compute Developing Open-Source Mesa Vulkan Driver For Their Hardware Apex Compute is the company started in California in 2024 that aims to produce high-efficiency AI accelerators for real-time e...

Keywords: existing vulkan, mesa vulkan, apex vulkan, based vulkan, vulkan api, vulkan driver, vulkan docs, vulkan, source vulkan, using vulkan
Source: phoronix.com

DwarfStar compresses frontier models to run them on local machines

DwarfStar compresses frontier models to run them on local machines DwarfStar's ds4 is an MIT-licensed C engine for selected models on high-memory Macs, CUDA and ROCm systems, built by Redis creator Sa...

Keywords: dwarfstar benchmark, machines dwarfstar, dwarfstar ds4, use dwarfstar, built dwarfstar, broader runtime, runlocal dwarfstar, memory engine, workflow dwarfstar, dwarfstar compresses
Source: runtimewire.com

Google launches a Cloud SDK for server-side Swift

Google launches a Cloud SDK for server-side Swift Published October 1st, the open-source libraries target Linux and macOS backends and provide Swift clients for more than 100 Google Cloud services, Go...

Keywords: cloud swift, supports swift, swift supported, sdk swift, swift services, swift sdk, swift developers, swift libraries, swift clients, server swift
Source: runtimewire.com

GrapheneOS has fixed the Android 17 QPR1 kernel performance regression

Android 17 QPR1 was released for Pixels on September 15. It has a regression in the Pixel kernel driver tree causing stuttering, lag and outright freezes under memory pressure. It impacts GrapheneOS t...

Keywords: pixel updates, pixel firmware, android pixel, android releases, android 17, pixel 11, release pixel, qpr1 released, grapheneos kernel_pixel_6, kernel_pixel_6 commit
Source: discuss.grapheneos.org

Jev for Python engineers

It's simply impossible to not hear about Jev. Seemingly everyone is tinkering with it in some way, from using it to make trading decisions (what could possibly go wrong?) to generating UIs with it (ma...

Keywords: vercel ai, using jev, ai jev, api jev, jev using, experimental jev, python ai, ai python, jev experiment, idea jev
Source: vercel.com

Modal has announced the general availability of Modal Clusters [1], delivering on-demand, multi-node GPU compute with up to 6.4 Tbps InfiniBand RDMA behind a single @modal.clustered decorator [1][1]...

Keywords: modal clusters, clusters rdma, gpu cloud, clusters ga, serverless cluster, modal cloud, cluster offerings, cloud cluster, clusters delivering, clusters consumption
Source: futurumgroup.com

Readable Regular Expressions for JavaScript/TypeScript, Inspired by Emacs' rx

Readable Regular Expressions for JavaScript/TypeScript, Inspired by Emacs' rx Intro Quick, what does this match? /^(0|[1-9]\d*).(0|[1-9]\d*).(0|[1-9]\d*)(?:-((?:0|[1-9]\d*|\d*[a-zA-Z-][0-9a-zA-Z-]*)...

Keywords: regex 9a, official regexp, regular expressions, javascript regexps, regex za, ts regex, readable regexps, turns regexp, regexp engine, tutorial regexp
Source: rahuljuliato.com

@storyteller-platform/epub v1.0.0 release

Announcing @storyteller-platform/epub v1.0.0 Storyteller has had its own EPUB library for a very long time (originally published as @smoores/epub !). It's always been published to npm and documented,...

Keywords: epubreader memoryadapter, memoryadapter storyteller, tmpfsadapter memoryadapter, memoryadapter tmpfsadapter, storyteller epub, epub storyteller, epub epubreader, epub async, epubreader, using memoryadapter
Source: storyteller-platform.dev

AI Gateway: give each team its own models, budgets and guardrails in Mission Control

AI Gateway lets you give every team in your company inference access without sharing a master API key. In Mission Control, create a gateway per team, choose its models, set its budget and guardrails,...

Keywords: ai gateway, gpus telnyx, access telnyx, runs telnyx, model telnyx, use telnyx, gateway free, models gpus, telnyx hosted, telnyx owns
Source: telnyx.com

Governing what AI Assistant agents can do to a document

Governing what AI Assistant agents can do to a document Table of contents

Nutrient AI Assistant embeds a document-aware AI agent in an application that can answer questions about a document. In Nutr...
Keywords: agent resource, agent access, ai agent, ai assistant, edits agents, agent permissions, agents document, agent tools, assistant agents, agent reads
Source: nutrient.io

How recurring network maintenance exposed 6 bugs

Jane Street does a lot of network maintenance over the weekends. In each maintenance, a cabinet may lose connectivity for 15 to 25 minutes. Our internal Kafka infrastructure is supposed to be resilien...

Keywords: timeouts kafka, kafka retry, kafka connections, recovery tcp, connection timeouts, maintenance tcp, async kafka, corrupts resolver, resolver crash, sockets crashed
Source: blog.janestreet.com

Intel Ready With A Big Improvement For Battlemage With Linux 7.4

Intel Ready With A Big Improvement For Battlemage With Linux 7.4 Sent out on Thursday was the last round of planned Intel Xe kernel driver improvements targeting the upcoming Linux 7.4 cycle. There is...

Keywords: intel xe, ulls cpu, performance ulls, benchmarks ulls, benefit intel, benefits intel, intel ready, intel discrete, ulls migration, xe kernel
Source: phoronix.com

Introducing Arize AX MCP: When to use MCP, CLI, or skills

Earlier this year our Chief Product Officer Aparna Dhinakaran posted a hot take on X: “MCP = context tax. The future is CLI and files.” Last week we shipped a hosted MCP server for Arize AX, because t...

Keywords: mcp cli, mcp clients, cli mcp, client mcp, agent platform, extend agent, agent client, build agents, mcp supports, agents arize
Source: arize.com

One month coding with GLM 5.3 Flash

One month on GLM 5.3 Flash 2B tokens later, 🤖 task failed successfully Setting a challenge to spend the whole of September on only one efficient open model felt like a great idea at the time. Turns ou...

Keywords: glm flash, cost vibe, vibe coded, vibe coding, tokens energy, agents token, going glm, tokens going, 2b tokens, just tokens
Source: wagtail.org

Debian 13 as a dual WAN router

I depend on Internet access. It should always be fast and it should always work. For a few years a dual WAN Cisco router took care of that, with a Ziggo cable line and a KPN fiber line. I love Debian,...

Keywords: cisco n100, route gigabit, router debian, lan enp5s0, network card, cisco router, router needs, router kpn, wan cisco, gigabit ports
Source: tqdev.com

Demoting i686 Windows targets to std-only

With Rust 1.100.0, the following changes to 32-bit Windows targets will happen: i686-pc-windows-msvc Tier 1 with host tools target will be demoted to Tier 1 without host tools.i686-pc-windows-gnu Tier...

Keywords: compiler binaries, windows binaries, modern x86_64, build 32, i686 msvc, compiling supported, bit platforms, windows toolchains, tools compiler, toolchain 64
Source: blog.rust-lang.org

New Pathway to PyTorch Certified Associate (PTCA) Certification

We’re excited to bring you the new PyTorch Certified Associate (PTCA) Certification Pathway, combining focused learning modules and the PyTorch Certified Associate (PTCA) certification exam together i...

Keywords: pytorch certification, pytorch certified, ptca learning, pytorch skills, ptca certification, skills certified, certification pathway, modules pytorch, pytorch fundamentals, foundational pytorch
Source: pytorch.org

Gadget Review: Una Watch ★★★★☆

I've never been a huge fan of smart watches. My £16 smartwatch is basically fine, but the OS is closed source and there's no way to add new functionality. Previously I had the eInk Watchy which was a...

Keywords: cheap smartwatch, smart watches, smartwatch, smart watch, modern smartwatch, smartwatch power, smartwatch basically, 16 smartwatch, zewatch smart, smartwatch screen
Source: shkspr.mobi

SequenceHash: multihashing for the rest of us

SequenceHash: multihashing for the rest of us Multihashing is one of those cryptographic tasks that’s easy not to think about too much. This is unfortunate, because multihashing is a common stumbling...

Keywords: sequencehash multihashing, implementations sequencehash, sequencehash provides, sequencehash uses, sequencehash sequencemac, introducing sequencehash, caveats sequencehash, sequencehash encodes, sequencehash sequencehash, instead sequencehash
Source: blog.trailofbits.com

Show HN: Audionaut – an open-source cross-platform multitrack audio editor

A free, open-source multitrack audio editor that AI agents can drive over MCP. audionaut.app · Discussions · Sponsor Audionaut is a free, open-source desktop application for effortless audio editing a...

Keywords: audio editor, audionaut edit, linux audionaut, npx audionaut, macos audionaut, audionaut useful, macosx audionaut, audionaut app, audio editing, mcp audionaut
Source: github.com

Turso is joining Supabase to give every agent its own database

Turso, pioneers of the many database architecture, is being acquired by Supabase. Together, we're building the database platform for the agentic era. Today we're excited to share that Turso, pioneers...

Keywords: database agents, databases turso, databases agent, lightweight databases, database platform, sqlite thought, databases sqlite, sqlite, databases, turso platform
Source: turso.tech

How to Develop a Proactive Mindset as an Engineer

This newsletter is sponsored by Archera. De-risk your multi-cloud spend with Archera Archera is an automated cloud cost management solution designed to maximize savings across AWS, Azure, and GCP, wit...

Keywords: cloud cost, aws azure, azure, cloud spend, platform fees, azure gcp, platform fee, savings aws, native cloud, multi cloud
Source: newsletter.eng-leadership.com

America.gov launches with privacy pledge as Login.gov code raises tracking questions The Trump administration has launched America.gov as a single AI-powered gateway to federal information and service...

Keywords: gov authentication, government login, login gov, gov creates, gov launches, gov use, gov interface, america gov, authentication agency, gov america
Source: biometricupdate.com

Building reliable (and fast) directory sync

Building reliable (and fast!) directory sync “Who’s your User?” — Master Control Program, TRON (1982) If user identity is important to your application, you need a way to manage it. Usually this means...

Keywords: firezone access, users groups, user accounts, sync user, organization directory, identity management, groups authenticated, members authenticating, firezone uses, saas app
Source: firezone.dev

Digitale autonomie in het kort bij KIVI, STT en NEA

Digitale autonomie in het kort bij KIVI, STT en NEA Onlangs sprak ik op een bijeenkomst van het Koninklijk Instituut Van Ingenieurs (KIVI), Stichting Toekomstbeeld der Techniek (STT) en Netherlands Ac...

Keywords: autonomie het, ik digitale, praatje ik, autonomie ik, wordt het, ik noemen, praatjes het, het nog, zeggen digitale, het een
Source: berthub.eu

Hanami, Why?: Bits & Bobs

Welcome back to my "Hanami, Why?" series. If you missed it, be sure to read Hanami, Why?: Introductions before you start this issue. It is my intent to keep these issues focused on singular subjects w...

Keywords: hanami dependency, hanami applications, hanami autoloads, abstractions hanami, hanami application, hanami introductions, application hanami, understanding hanami, use hanami, injected dependencies
Source: aaronmallen.me

Operate with confidence

Today at Supabase Select, we announced new tools that let your coding agent find production problems, test fixes, and report back, and new controls that set what the agent can access and when it stops...

Keywords: diagnosing production, investigate advisor, agent investigate, project logs, advisor checks, supabase mcp, investigations advisor, agents test, detects issues, diagnosing
Source: supabase.com

Starlink Community 🛰️, Muse economics 🤖, Pi 1.0 👨‍💻

TLDR 2026-10-02 Starlink Community 🛰️, Muse economics 🤖, Pi 1.0 👨💻 Starlink 'Community Site' Program Teases Hourly, Weekly Internet Passes (2 minute read) Starlink plans to offer hourly, daily, and we...

Keywords: monetize muse, ads muse, muse demand, muse economics, starlink plans, instagram muse, community muse, geothermal power, muse, muse app
Source: tldr.tech

The Harness Is the Company

Every SaaS business will become a harness around a model, whether or not they’ve realized it yet. What even is a harness? Narrowly, folks will often associate a “harness” with frameworks like LangGrap...

Keywords: business harness, harness frameworks, harness software, company harness, harnesses orchestrate, orchestrate harnesses, construct harness, crafted harness, operate harnesses, term harness
Source: blog.sshh.io

Website Error Decoder: Paste Any Error Message and See What It Means

Most website errors announce themselves with a line of text that means nothing to the person reading it: “Allowed memory size of 134217728 bytes exhausted”, “ERR_TOO_MANY_REDIRECTS”, “Error code 521”....

Keywords: website errors, website error, error website, error page, errors web, error servers, errors visitors, errors error_log, error_log, error logs
Source: copahost.com

Generic Const Args and You

Generic Const Args and You Back in June of 2024 at RustFest Zürich, the Const Generics project group first discussed a new design for supporting more complex uses of generic parameters in Const Generi...

Keywords: generic_const_exprs feature, existing generic_const_exprs, generic_const_exprs incredibly, significantly generic_const_exprs, gca_min_const_items generic_const_args, generic_const_exprs, generic_const_args, generics gca_min_const_items, obviates generic_const_exprs, generic_const_args const
Source: blog.rust-lang.org

robots.txt Tester: Check if a URL Is Blocked (and Which Rule Blocks It)

A robots.txt file looks simple — a few Allow and Disallow lines — until one of them blocks a page you wanted in Google, or fails to block one you didn’t. Most robots.txt mistakes come from three rules...

Keywords: txt crawls, verify crawlers, crawler tester, crawlers ignore, googlebot crawl, crawls restrictions, urls tester, robots txt, txt robots, ignores crawl
Source: copahost.com

AI Makes Me Sad

AI Makes Me Sad October 2nd, 2026 Am I allowed to say that? Because it does. Maybe it's because I'm writing this at 2:00 AM, which is about the only time I let myself experience sadness for a prolonge...

Keywords: sad ai, ai feel, ai startups, ai makes, ai evangelists, startup ai, ai spend, work openai, ai complain, ai telling
Source: mondobe.com

Big Tech ruined the cloud, so we're renaming ours

Big Tech ruined the cloud, so we’re renaming ours From ever-increasing subscription prices to outages and data harvesting: we don’t like what the cloud has come to represent. So we’re redefining what...

Keywords: home assistant, assistant cloud, assistant home, home services, assistant community, cloud work, smart home, cloud, service nabu, community home
Source: home-assistant.io

Claude-shaped science

Subscribe to Anthropic Science Features on AI-assisted discoveries, practical workflows, and field notes across the sciences. Summary: In this guest post, Prof. Matthew Schwartz returns to describe a...

Keywords: ai scientists, ai science, revolutionize science, ai revolutionize, claude science, science claude, bootloops ai, ai bootloops, accelerated science, harness science
Source: anthropic.com

Cron Job Generator: Build, Explain and Test Crontab Expressions

Cron is the scheduler built into every Linux server: it runs a command at the times you choose — a backup every night, a cleanup every hour, a script every five minutes. The schedule is a short expres...

Keywords: cron scheduler, crontab schedule, schedule crontab, cron runs, cron job, crontab cron, cron, run cron, command cron, advanced cron
Source: copahost.com

Introducing KDB-X Package Manager

Key Takeaways

qmamba is the package manager for KDB-X, enabling developers to find and install KDB-X modules directly from a q session.
It automatically resolves dependencies and version conflicts...
Keywords: kx dependencies, kdb modules, module kdb, package environment, developers kdb, kx modules, depend libraries, kdb built, kdb enabling, environments packages
Source: kx.com

Nat Friedman releases Muse Gadgets, open-source firmware for building hardware that talks to Muse

🚨 side project alert 🚨 Announcing Muse Gadgets, an open source ESP32 firmware and Linux sdk so that you can make hardware devices that work with Muse. Grab an API token from gadgets.muse.ai and point...

Keywords: muse gadgets, gadgets muse, peripherals muse, muse ai, muse, announcing muse, esp32 firmware, esp32, source esp32, work muse
Source: x.com

Results from the ASIC puzzle

In August, we published a puzzle that handed you the final GDS layout of a small chip and asked you to work out what it did. We supplied the physical layout, but not a netlist or internal signal names...

Keywords: walkthrough chip, puzzle chip, stars byte, chip layout, puzzle checks, puzzle synthesizing, puzzle gds, chip geometry, annotated chip, simulate chip
Source: blog.janestreet.com

Teaching Robots to Do More with Less Data

Teaching Robots to Do More with Less Data AI, In the News, Research and Innovation / October 2, 2026 Share: Author: Melissa Pappas For robots to become useful for everyday tasks that require physical...

Keywords: robots data, teaching robots, teach robots, robots skills, robot learned, robots useful, robot learn, make robots, train robots, robots learn
Source: engineering.upenn.edu

Eric Zakariasson ships an experimental xAI TypeScript SDK covering text, voice, image and video

eric zakariasson on X: "we're releasing an experimental @SpaceXAI typescript sdk! npm install @xai-official/sdk get text, voice, image and video in one sdk, with the latest grok models and tools that...

Keywords: latest grok, official sdk, sdk latest, grok models, sdk npm, sdk, grok, install xai, xai official, video sdk
Source: x.com

Faster String Aggregations with Dimension Tables

Faster String Aggregations with Dimension Tables TL;DR: When a query groups on long, repeated strings, move the strings into a small dimension table with sorted, narrow integer keys. Aggregate on the...

Keywords: string aggregations, aggregate long, aggregation duckdb, faster grouping, billion rows, faster string, query performance, duckdb aggregate, thousands rows, aggregations
Source: duckdb.org

Google Goes Global. AWS Has the Most GW under Construction

About Ground Truth Ground Truth is a monthly TrendForce Substack column built on our proprietary Data Center Tracker, which covers major hyperscalers in the US and China, and monitors nearly 2,000 fac...

Keywords: capacity track, milestone capacity, pipeline capacity, planned capacity, capacity tracker, capacity online, tracking capacity, capacity major, data centers, capacity substack
Source: insights.trendforce.com

Microsoft Digital Defense Report: How AI is reshaping the cybersecurity landscape

Every year, the Microsoft Digital Defense Report gives us an opportunity to step back from individual threats and look broadly at what Microsoft’s security and threat intelligence teams are seeing. To...

Keywords: ai threat, threat activity, threat intelligence, microsoft security, updates cybersecurity, threat landscape, attack workflows, security threat, cybersecurity, securing ai
Source: microsoft.com

Thrust vs. Steer (or: Yet Another Anecdotal Case of the Dunning-Kruger Effect)

Thrust vs. Steer (or: Yet Another Anecdotal Case of the Dunning-Kruger Effect) Let me summarize something that happened to me in three acts:

The accelerometer in one of my devices started acting wei...
Keywords: acts accelerometer, accelerometer orientation, accelerometer test, confirm accelerometer, accelerometer, accelerometer devices, thrust steer, patch accelerometer, steer anecdotal, device peculiar
Source: write.as

Leaderboards and speedrun.com's new terms of service

On 1 October 2026, speedrun.com replaced its terms of use for the first time since 2021. The old terms were a result of a large community backlash due to the removal of the so-called Creative Commons...

Keywords: speedrun com, speedrunner community, user speedrun, free speedrun, speedrun moderate, published speedrun, runs speedrun, clarify speedrun, speedrunning history, speedrun
Source: therun.gg

Make tmux the OS

I recently watched the talk by Scott Jenson titled "Are we really going to use the same Desktop UX forever?" https://www.youtube.com/watch?v=V7AfAcQwLW0&t=445s. He's a great presenter, really articula...

Keywords: desktop future, decide desktop, desktop ux, desktop feel, use desktop, desktop things, desktop, desktop os, window managers, windows totally
Source: matduggan.com

Show HN: Giving Opus 5.5 a simulated paint canvas

Summer Evening on the Meadows before the Town Claude Opus 5.5, after Caspar David Friedrich. The model wrote every brushstroke as code and a simulation of oil paint carried them out, replayed here spe...

Keywords: painter reply, painter works, painter working, visitor painter, painters work, painter, painters, painter report, painting dusk, painters round
Source: stillwet.art

Do We Grow Software or Do We Design It?

Do we grow software or do we design it? Vibe-coding is growing software. Start with the germ of the idea. Iterate on it. Let’s try this. Poke the petri dish with a bit of glucose ; oh, that didn’t wor...

Keywords: growing software, grow software, software ai, software organic, designed software, coding growing, software design, software engineering, proves software, software work
Source: tomtunguz.com

Harrison Kinsley questions whether viral AI explainer videos are accurate

Harrison Kinsley on X: ""did you see the opus 5.5 animation video of blackwell gpus from server down to atom?" "yeah so cool!!!" "do you know how accurate it actually is?" "no, you?" "no"" "did you se...

Keywords: video blackwell, opus animation, animation nvidia, 3d animation, animation video, nvidia blackwell, blackwell gpus, animation, claude opus, make 3d
Source: x.com

HeteroFold transfers KV caches across model families without receiver prefill

Switching LLMs mid conversation typically requires recomputing the prefix KV caches are tied to each model's architecture and parameters. What if a learned mapping could translate the source cache int...

Keywords: kv caches, translated caches, cache translates, translated cache, cache reconstruction, caches translated, learns translation, wise cache, learned mapping, cache target
Source: x.com

Redesign without fear

Redesign without fear by Mark Seemann Avoid merge conflicts with side-by-side changes. Tim Ottinger published a blog post titled Why redesign doesn't happen (enough). It's a good article that you can...

Keywords: larger redesigns, redesigns, redesigns established, redesign, conflicts changes, avoid merge, making changes, attempt redesign, redesign doesn, titled redesign
Source: blog.ploeh.dk

Running DeepAgents in a Docker Sandbox

Giving an agent a filesystem, a shell, and a network hands generated code the same reach your laptop has. Here's how to package DeepAgents as a Docker Sandbox Kit that runs fully isolated against a lo...

Keywords: deepagents docker, docker sandbox, package deepagents, agent filesystem, local docker, deepagents, docker, docker model, sandbox kit, shell network
Source: ajeetraina.com

Toward provably private learning from federated data

Mobile Systems

Keywords: mobile systems, mobile, systems
Source: research.google

Chatham scales its capital markets expertise with OpenAI

Chatham scales its capital markets expertise with OpenAI Chatham Financial uses Codex and GPT‑5.6 to build technology and redesign workflows, cutting trade validation from 30 minutes to under 4. Chath...

Keywords: openai chatham, reengineers workflows, clients chatham, chatham advisors, operating chatham, client chatham, expertise openai, chatham reengineers, insights chatham, oversight chatham
Source: openai.com

F.02 Decommission

We love Figure 02. It is an incredible robot. F.02 marked many firsts for the company: our first deployment at BMW, the birth of Helix, our first robot doing household chores, and our first logistics...

Keywords: robot 02, dispose robots, robot lithium, let robots, disassembling robot, robot, robot technical, robots custom, robot doing, robots ran
Source: figure.ai

Finetuning through sampling lets supervised fine-tuning match reinforcement learning in post-training

We found a way to make SFT match the performance of RL in post-training! Excited to share finetuning through sampling, which allows us to combine sampling with SFT to allow an LLM to learn new knowled...

Keywords: sampling posttraining, posttraining stack, sampling sft, posttraining methods, posttraining, post training, prevailing posttraining, finetuning sampling, introduce sampling, reasoning sampling
Source: x.com

How Much Does a Website Really Cost? Year One vs. Year Two

Your first website probably needs fewer features than you think. The real challenge is knowing exactly what you need and how much it will cost. We compared current pricing ranges across major website...

Keywords: website costs, site costs, website cost, cost website, wordpress cost, cost starts, hosting plan, website building, cost blog, expensive website
Source: wordpress.com

WordPress.com Changelog: Your Growing AI Toolbox

September 15 – October 1, 2026 Welcome back to the WordPress.com changelog! You can now do more with the WordPress Agent on WordPress.com, more easily connect your site to a popular AI agent, and more...

Keywords: wordpress agent, reader wordpress, agent wordpress, blogs, agent plugins, new wordpress, blogs sites, site logs, favorite blogs, content reader
Source: wordpress.com