Daily Tech News - 2026-09-22

AI is no longer just reshaping software—it is rewriting the economics, infrastructure, and security assumptions behind the entire technology stack.

The day’s biggest theme is the rapid industrialization of AI. Moonshot AI’s 2.8-trillion-parameter Kimi-K3 is being benchmarked across vLLM, SGLang, and ATOM on AMD’s MI350X, while Zebra-HyLo explores converting Transformers into efficient long-context hybrid models. Elsewhere, Hugging Face Transformers has added support for llama.cpp quantizations, making local inference more accessible, and vLLM is redesigning internals to support hardware-agnostic models. NVIDIA’s work spans topology-aware GPU scheduling, confidential production inference, and faster ROS 2 robotics pipelines; InstinctFlash similarly targets real-time world-action models on Jetson Thor.

AI agents are also moving from novelty to engineering discipline. Tutorials around Claude Code and extensions to OpenShift Lightspeed show assistants becoming full-stack development and enterprise-operations tools. Yet benchmarks suggest the model itself is only part of the equation: a well-designed agent harness can let a smaller model outperform larger rivals. Arize AX’s session-level evaluation, Agent-as-a-Judge, and vision testing reflect the growing need to measure these systems across complete workflows.

That acceleration is spilling into conventional software. Lovable’s Rust rewrite of Vite’s development server illustrates how AI may reduce the cost of maintaining ambitious open-source forks. Tailscale is chasing network-performance gains, developers are experimenting with deterministic hypervisors, and even FoxPro is receiving an unexpected revival.

Security remains the counterweight. Reports highlight subtle Kubernetes RBAC escalation behavior, container-image mirroring pitfalls, and unfinished package-security defenses exposed by fast-moving supply-chain attacks. As token prices plunge and automated development expands, the central challenge is becoming clear: cheaper intelligence creates more possibilities—but also more infrastructure, evaluation, and security work.

Featured Articles

Issue #036 - PodGroup, skopeo, and the RBAC verb that skips escalation checks

This week I mirrored registry.k8s.io/pause:3.10 into a local registry with skopeo. The plain copy tagged a single platform and the upstream index digest was gone. Adding --all brought the index back u...

• Keywords: scheduling k8s, scheduling kube, podgroup scheduling, kube scheduler, scheduling kueue, scheduler kube, scheduler podo, schedulinggroup podgroupname, kubernetes sigs, kubernetes rejects
• Source: podostack.com

How to Build a Full-Stack App with Claude Code: A Step-by-Step Tutorial

Building a full-stack web application has always been a challenging task, requiring expertise across both frontend and backend technologies. As developers, we often grapple with synchronizing data flo...

• Keywords: backend development, backend systems, code agentic, coding assistant, code management, enhance backend, build backend, ensuring backend, backend technologies, backend basic
• Source: collabnix.com

Benchmarking Kimi-K3 Across vLLM, SGLang, and ATOM on MI350X

Benchmarking Kimi-K3 Across vLLM, SGLang, and ATOM on MI350X# Moonshot AI released the weights for Kimi-K3, a 2.8-trillion-parameter, 1M-context, natively-MXFP4 Mixture-of-Experts (MoE) model, and AMD...

• Keywords: benchmarking kimi, k3 benchmark, engine benchmark, atom benchmarks, benchmark engines, server benchmark, throughput benchmark, stated benchmark, benchmarks, sglang benchmark
• Source: rocm.blogs.amd.com

Transformers now runs llama.cpp quants

Transformers now runs llama.cpp quants from_pretrained , and start generating on your own machine. Running AI models on your laptop has become much easier, and llama.cpp has been a big part of that. I...

• Keywords: ai tools, local ai, inference transformers, locally transformers, models locally, inference engine, local inference, implementations, checkpoint transformers, purpose implementations
• Source: huggingface.co

Extend OpenShift Lightspeed with Red Hat Satellite, MCP, and BYOK

This article demonstrates how to combine multiple knowledge sources into a single AI assistant. In this example, we'll use Red Hat OpenShift Lightspeed as the front-end assistant and extend its capabi...

• Keywords: assistant openshift, capabilities openshift, openshift ai, openshift io, information openshift, api openshift, byok openshift, resources openshift, io openshift, lightspeed assistant
• Source: developers.redhat.com

Lovable’s OJ Rewrites Vite’s Dev Server in Rust as AI Lowers the Cost of Forking Open Source

Lovable’s OJ Rewrites Vite’s Dev Server in Rust as AI Lowers the Cost of Forking Open Source Lovable’s OJ rewrites Vite’s dev server in Rust, reducing memory use and preview times as AI lowers the cos...

• Keywords: rust oj, development sandboxes, modules oj, oj rust, oj development, rust based, tools oj, server rust, bundled oj, rust rewrite
• Source: socket.dev

Topology-Aware Workload Scheduling with NVIDIA Topograph

AI factories are power-limited systems that deliver maximum value when fully optimized. GPU workload placement is a key optimization. Poor workload placement fragments topology domains and forces traf...

• Keywords: workload gpus, nvidia organizes, topologies gpu, gpus locality, gpu workload, cluster hardware, distributed workloads, nvidia topograph, locality nvidia, kubernetes nvidia
• Source: developer.nvidia.com

Accelerating a ROS 2 Node with an AI Agent and NVIDIA Isaac ROS

GPU acceleration can speed up compute-intensive robotics workloads, but a fast CUDA kernel alone does not guarantee a fast ROS 2 graph. As messages move between nodes, they may continue to be serializ...

• Keywords: cuda implementations, workflow nvidia, ros workflow, ros2 rosidl_buffer_backends, rosidl buffer, workflow accelerated, cuda accelerated, cuda operations, cuda buffer, cuda allocation
• Source: developer.nvidia.com

tokens too cheap to meter

tokens too cheap to meter Table of contents The price of using machine learning intelligence is decreasing by several orders of magnitude a year and shows no signs of slowing. We are likely to see LLM...

• Keywords: tokens cheaper, tokens cheap, ai gpus, billion tokens, tokens overall, tokens billion, million tokens, token cost, token engines, tokens big
• Source: jyn.dev

Zebra-HyLo: Upcycling Transformers into Long-Context Hybrid LLMs on AMD Instinct™ GPUs

Zebra-HyLo: Upcycling Transformers into Long-Context Hybrid LLMs on AMD Instinct™ GPUs# Hybrid language models that interleave attention with linear sequence-modeling blocks have become the default an...

• Keywords: hybrid architectures, pretraining hybrid, hybrid pretrained, efficient hybrid, upcycled hybrid, hybrid language, hybridlm, hybridmodelwrapper from_pretrained, hybrid llm, hybrid
• Source: rocm.blogs.amd.com

Show HN: InstinctFlash – Run 5B world-action models in real time on Jetson Thor

• [2026/09/17] RTX 5090 support. Deploy on your workstation with the same Runtime API used on Jetson Thor. Setup · Reproduce.

• [2026/09/16] RTX 4090 support. Desktop inference and WebSocket serving w...

• Keywords: speedup lingbot, rtx4090 python, rtx 5090, thor benchmarks, rtx 4090, rtx4090, lingbot vla, rtx4090 model, jetson_thor uses, p50 jetson

• Source: github.com

What Is Nemotron 3.5 Lightning

What Is Nemotron 3.5 Lightning OpenRouter · An agent may make one difficult call to plan a task and dozens more to carry it out. Those later calls read files, choose tools, validate results, and decid...

• Keywords: workflow nemotron, lightning nemotron, nemotron lightning, parameters nemotron, model nemotron, tasks nemotron, compared nemotron, nemotron ultra, terms nemotron, window nemotron
• Source: openrouter.ai

Microsoft keeps rebuilding Windows for developers, but a new poll puts Windows at just 12%

Apart from fixing their OS, 2026 for Microsoft was spent making Windows more attractive to developers. WSL got faster, Linux containers are now a built-in part of Windows 11, Microsoft shipped Linux-l...

• Keywords: os developers, windows developers, windows development, windows widely, windows dev, windows announced, windows developer, microsoft increasingly, microsoft practically, os building
• Source: windowslatest.com

Hardware-Agnostic Models in vLLM

Featured projects TL;DR To achieve state-of-the-art performance at the frontier, vLLM is changing its internal implementation in ways that make it incompatible with fullgraph torch.compile. This may h...

• Keywords: gpus vllm, models gpu, abstractions vllm, use_hw_agnostic vllm, performance vllm, gpus hw, vllm increasingly, abstractions torch, vllm models, models vllm
• Source: pytorch.org

I Built a Benchmark for My Agent. The Smaller Model Won.

Every AI application that wraps an agent is a harness! In LangChain’s Terminal-Bench experiment, changing only the harness (with the same model) moved a coding agent from ~30th place into the top 5: t...

• Keywords: agent harness, harness agent, harnesses ai, coding agent, coding agents, agent ai, agent engineering, ai agents, agent benchmarks, agent builder
• Source: decodingai.com

Spotlight on SIG Apps

Spotlight on SIG Apps As Kubernetes adoption has grown, the conversation has shifted beyond running containers to managing increasingly complex application lifecycles. Modern platforms support statele...

• Keywords: apps kubernetes, kubernetes applications, kubernetes maintainer, operating kubernetes, experience kubernetes, management kubernetes, workloads kubernetes, kubernetes deployments, google kubernetes, kubernetes workloads
• Source: kubernetes.io

Unfinished Work in Package Security

In May 2026, an Nx contributor installed a malicious dependency that had been published 77 minutes earlier. The repository had a seven-day cooldown configured, but its pinned pnpm version predated sup...

• Keywords: malicious packages, disclosure pip, malicious dependency, packages authorised, dependency malicious, malicious nx, approval pip, malicious release, nx contributor, affected packages
• Source: nesbitt.io

Wrap a Quarkus Datasource with J API Proxy for Native Image

I stumbled across Robert’s blog post introducing J API Proxy and started wondering how this small library might fit into Quarkus and which gaps native image would expose. A JDBC connection seemed like...

• Keywords: proxy quarkus, jdk proxy, proxies jdbc, proxy jdbc, jvm proxy, quarkus jdbc, proxy implements, proxy interfaces, proxy interface, japiproxy jdbc
• Source: the-main-thread.com

Enabling Private High-Performance Production AI Inference with NVIDIA Confidential Computing

As large language model (LLM) inference increasingly processes sensitive information and proprietary model context across personal, enterprise, and regulated settings, data must be processed inside a...

• Keywords: confidential compute, confidential gpus, nvidia confidential, confidential computing, confidential vms, encrypted nvidia, accelerated computing, overhead nvidia, gpus encrypted, framework confidential
• Source: developer.nvidia.com

We're making Tailscale faster

If you’ve been following Tailscale at all, you know we’re really just a bunch of geeks who care a lot about internet connectivity. One thing we love to talk about is NAT Traversal. That’s one of the c...

• Keywords: tailscale throughput, tailscale practical, exploring tailscale, tailscale clients, tailscale devices, use tailscale, directly tailscale, tailscale peer, tailscale aware, connecting tailscale
• Source: tailscale.com

How OpenAI Built GPT-Live

Free tickets to P99 CONF — 60+ technical talks, fully virtual (Sponsored) How do you optimize AI when performance matters? And how can you apply AI to make performance better (and easier) than ever be...

• Keywords: ai workloads, ai performance, optimize ai, voice ai, ai agent, ai agents, performance agent, voice assistants, sandboxmaxxing, agents improve
• Source: blog.bytebytego.com

Microsoft killed FoxPro in 2007. Anyway, here's FoxPro revived

FoxDev Studio opens the projects, forms and tables you already have and runs them the way you remember: no rewrite, no conversion, no export step. Point it at a folder you have not opened in years, an...

• Keywords: files migrated, foxdev studio, foxpro compiled, studio opens, projects forms, visual foxpro, files, opens projects, foxtools libraries, old application
• Source: foxscript.org

New in Arize AX: first-class sessions, Agent-as-a-Judge, and vision evals

Here’s everything that landed in Arize AX between August 6 and September 18. The main point: sessions are now a first-class unit of work. You can annotate a whole conversation, queue it for review, pr...

• Keywords: annotation queues, annotation queue, annotate queue, judges blog, spans sessions, llm judge, llm judges, session_annotation, ax sessions, annotate conversation
• Source: arize.com

Deterministic Hypervisors For Cheap

lately ive been horribly nerdsniped with building a deterministic hypervisor. half of this is because it’s a fun project, and i have some other ideas that having a deterministic hypervisor would be us...

• Keywords: deterministic hypervisor, deterministic hypervisors, hypervisor deterministic, deterministically implementation, deterministic simply, determinism, exact hypervisor, determinism just, need determinism, deterministically
• Source: redvice.org

Performance Profiling on AMD GPUs - Part 6: Advanced Thread Trace (ATT) - The Microscope for Your Application

Performance Profiling on AMD GPUs - Part 6: Advanced Thread Trace (ATT) - The Microscope for Your Application# This post is the sixth part of the Performance Profiling on AMD GPUs series, which works...

• Keywords: profiling amd, performance profiling, rocprofv3 threadtrace, my_favorite_kernel profiling, rocm profiling, explanation performance, explain performance, rocprof trace, tracing profiling, gpu kernels
• Source: rocm.blogs.amd.com

Daily Reading List – September 21, 2026 (#871)

How’s your workweek starting off? I slogged through a full inbox while navigating an array of meetings. Not sure about you, but I also find myself firing off various “explore this” questions to my AI...

• Keywords: blog agents, agents coming, ai agent, personal agents, agents, runtime jev, agents helpfully, open source, agent, personal agent
• Source: seroter.com

Meet the Ecosystem: Partners and Customers at WeAreDevelopers with Docker

As teams put AI agents to work, they need to move quickly without losing control of what they deploy. They’re combining models, tools, and infrastructure from across a fast-changing ecosystem. Making...

• Keywords: ai deployments, docker executives, build agents, tools ecosystem, tools infrastructure, tools teams, environments cloud, ai deployed, platforms clouds, collaboration agents
• Source: docker.com

Fearless SIMD v1.0 is here

Fearless SIMD v1.0 is here Shnatsel, September 22, 2026 fearless_simd takes unsafe out of SIMD. It has come a long way since the original prototype 8 years ago. We are now confident that whatever it i...

• Keywords: fearless_simd_macros, simd obsolete, simd achieves, launching fearless_simd_macros, simd abstractions, simd abstraction, fearless_simd_macros v0, fearless_simd takes, fearless simd, unsafe simd
• Source: linebender.org

How Meta's Muse works, revealed by the 6.8 GB filesystem it sent me

I asked Meta’s Muse for its filesystem and it sent me 6.8 GB The export I asked Muse to archive the files it could see and send them to my Google Drive. It did. The download was about 2.7 GB compresse...

• Keywords: muse filesystem, files muse, muse archive, files reported, files described, muse reports, files sensitive, files, dream files, filesystem sent
• Source: mouse.dev

RDI support for federated caches, sharded data sources and multiple pipelines

Blog RDI support for federated caches, sharded data sources and multiple pipelines Modern applications rarely rely on one database. Data is often distributed across regions, business units, shards, an...

• Keywords: rdi pipelines, pipelines rdi, data redis, redis applications, redis use, rdi redis, redis data, multiple rdi, redis cloud, blog rdi
• Source: redis.io

A faster, more reliable GitHub Actions alternative: Run Actions on CircleCI

A faster, more reliable GitHub Actions alternative: Run Actions on CircleCI Senior Technical Content Marketing Manager GitHub Actions’ frequent outages and long queue times are pushing more and more t...

• Keywords: github actions, github services, execution github, runs github, github orchestration, github ci, reliable github, services github, orchestration github, supported github
• Source: circleci.com

The Economics of Open-Weight Inference

The Economics of Open-Weight Inference How open-weight demand can support the useful life of NVIDIA GPU families Ornn Data Abstract GPUs are commonly depreciated on the assumption that each new NVIDIA...

• Keywords: cost gpu, gpu rentals, offers gpu, gpu useful, decision gpu, gpu, gpu families, gpus, newer gpus, gpus earning
• Source: data.ornn.com

How Fountain rebuilt its data plane on ClickHouse Cloud to power Cue, the Frontline Superintelligence

Summary

• Fountain runs Cue, its agentic AI platform for frontline hiring, on a real-time data plane built with ClickPipes and ClickHouse Cloud.

• Migrating off a multi-vendor BigQuery and S3/Iceberg...

• Keywords: fountain workforce, frontline workforce, fountain backend, analytics fountain, fountain operates, frontline hiring, frontline workers, customers hiring, clickhouse cloud, platform customers

• Source: clickhouse.com

Querying the entire internet (100 billion rows!) with MotherDuck

DuckDB is small. The data it queries doesn't have to be. So let's try something big. Common Crawl has been crawling and publishing web pages since 2008, and every crawl lands on S3 for anyone to read....

• Keywords: crawl duckdb, index duckdb, internet archive, domain duckdb, crawl publishes, archive google, crawling publishing, duckdb uses, org crawl, duckdb
• Source: motherduck.com

Bringing Enterprise Identity and Key Control to AI on CoreWeave

If you run either the security or platform team at a large enterprise, then you've probably lived some version of this: the AI team has a model ready, the business wants it in production, and the whol...

• Keywords: enterprise ai, protecting ai, ai deployments, security automation, run security, ai workloads, automation control, enterprise, large enterprise, automation
• Source: wf.coreweave.com

It Wasn't the AI ​​Model That Was Breached | A Summary of 5 Recent AI Agent Vulnerabilities and Incidents

It Wasn't the AI Model That Was Breached | A Summary of 5 Recent AI Agent Vulnerabilities and Incidents RovoBlast, RufRoot, Ghostjacking. These are the names of recently exposed AI agent vulnerabiliti...

• Keywords: agent vulnerabilities, incidents rovoblast, agent vulnerability, ai security, vulnerability ai, vulnerabilities incidents, rovoblast vulnerability, vulnerabilities caught, security incidents, outage ai
• Source: xint.io

Unreal Agent

Unreal Agent We’re sharing Unreal Agent — an agent harness that delivers up to 40% cost savings compared to Codex on production workloads and coding/science benchmarks, without any negative performanc...

• Keywords: agentic benchmarks, build agents, workloads agentic, ai agents, build agent, agents workflows, agent sdk, agent unreal, agents spend, unreal agent
• Source: unreallabs.ai

AI Engineering for Front-End Developers: Your Path In

Every AI application needs a frontend. Front-end devs: here’s why that’s your path into AI engineering. On a call this week, a senior front-end engineer asked me what the chances really are for someon...

• Keywords: ai engineering, ai roles, ai business, ai products, ai product, build ai, devs ai, job ai, ai, ai application
• Source: superdatascience.com

Announcing: Monitor Redis Cloud with Datadog

Blog Announcing: Monitor Redis Cloud with Datadog Your Redis Cloud metrics belong next to the rest of your monitoring data. Getting them there shouldn’t mean standing up more infrastructure. The nativ...

• Keywords: datadog redis, monitor redis, redis cloud, redis support, cloud datadog, datadog monitor, redis metrics, connected redis, monitor datadog, datadog dashboard
• Source: redis.io

Lovable is a founding member of the Blueprint Alliance

Today, Lovable joined AWS, CrowdStrike, Databricks, Docker, Google Cloud, Okta, Proofpoint, Salesforce, ServiceNow, Wiz, and Zscaler as a founding member of the Blueprint Alliance, a cross-industry co...

• Keywords: secure agents, agents secure, agent platforms, agent platform, platforms agents, agents developers, build agents, agents, agents enterprise, agents identify
• Source: lovable.dev

Optimizing AI Deployments with VMware Cloud Foundation (Part 1)

Maximizing Performance, Efficiency, and Flexibility in Multi-tenant Environments Introduction VMware Cloud Foundation (VCF) provides the operational elasticity and resource efficiency required for mod...

• Keywords: vms gpus, dedicated vm, infrastructure vmware, vm performance, vmware performance, hardware vm, clouds vcf, gpu efficiency, vmware cloud, nvidia hypervisor
• Source: blogs.vmware.com

Where GPU waste hides on Kubernetes

Where GPU waste hides on Kubernetes GPUs are the most expensive resource most teams run, and the hardest to account for. On Kubernetes, where pods share GPUs, standard tooling can tell you a GPU is bu...

• Keywords: kubernetes gpu, kubernetes gpus, gpu utilization, gpu usage, gpu use, gpu waste, workload gpu, gpu dedicated, gpu device, gpu visibility
• Source: cloudbolt.io

Day 0 Support: Claude Opus 5.5

Day 0 Support: Claude Opus 5.5 LiteLLM now supports Claude Opus 5.5 on Day 0. Use it across Anthropic, Bedrock, Gemini Enterprise Agent Platform, and Azure through the LiteLLM AI Gateway. Call it with...

• Keywords: api opus, opus provider, cheaper opus, enabling opus, opus pricing, opus 1m, opus runs, opus available, price opus, opus litellm
• Source: docs.litellm.ai

The JavaScript Midlife Crisis

A while back, I made a half-observation, half-joke on LinkedIn. The great JavaScript toolchain rewrite barged in. The older tools that helped cement the language's place in our stacks became uncool, i...

• Keywords: eventually javascript, javascript developers, popularity javascript, javascript toolchain, faster javascript, javascript developer, compiling javascript, javascript build, javascript remains, pushing language
• Source: maroun-baydoun.com

Context7 Search: Safe, Token-Efficient Search for Code

Context7 Search: Safe, Token-Efficient Search for Code We're opening up the Context7 database. Context7 indexes documentation from thousands of libraries, frameworks, and APIs. Until today, the only w...

• Keywords: searches context7, context7 search, search api, context7 api, context api, search endpoint, libraries context7, library context7, search code, context7 indexes
• Source: upstash.com

How Shopify built a continual learning loop with PyTorch and vLLM

Featured projects TL;DR: This case study explores how Shopify compresses production failures into model weights every day, beats frontier-model quality, and cuts serving costs 96% by building a contin...

• Keywords: improve frontier, featured projects, quality frontier, task frontier, improvements accumulate, frontier models, frontier model, learn production, frontier reasoning, vllm frontier
• Source: pytorch.org

Introducing Redis Radar: a single view for your whole Redis fleet

Blog Introducing Redis Radar: a single view for your whole Redis fleet Redis environments grow across teams, applications, and infrastructure. You might run Redis Software on-premises, use Redis Cloud...

• Keywords: redis deployments, redis environments, redis cloud, cloud redis, managed redis, deployments redis, redis deployment, redis radar, use redis, software redis
• Source: redis.io

Obscura: The first VPN that can't log your activity

Privacy that’s more than a promise Meet Obscura: the first VPN that can’t log your activity and outsmarts internet censorship. VPNs know more about you than they should. So we made one that doesn’t. E...

• Keywords: vpn obscura, obscura vpn, censorship vpns, ip obscura, obscura provably, vpns unlike, obscura stealth, policy obscura, unlike vpns, subscriptions obscura
• Source: obscura.com

OpenAI is about to eat Jev's lunch – Arcturus Labs

Will OpenAI Eat Jev's Lunch? TypeSafe's Jev introduced a new spin on large language models that has taken the AI world by storm. According to Vercel, "Jev was adopted faster than any other model in AI...

• Keywords: openai outright, openai undoubtedly, soon openai, openai introduced, openai poised, understand openai, openai interesting, brief openai, examples openai, openai just
• Source: arcturus-labs.com

Search on Flex comes to Redis Cloud Pro: same Search API, a fraction of the RAM

Blog Search on Flex comes to Redis Cloud Pro: same Search API, a fraction of the RAM Redis Search indexes can now live on Flex tiered storage in Redis Cloud. Large-scale search on Redis is within reac...

• Keywords: redis indexes, redis search, redis performance, search redis, storage redis, redis index, redis capabilities, search workloads, memory redis, redis cache
• Source: redis.io

DuckDB Now Ships inside dbt v2

DuckDB Now Ships inside dbt v2 TL;DR: dbt v2, which runs on the new Rust-based Fusion engine, is the first dbt release that ships with a built-in DuckDB adapter. This post covers setup, DuckLake and I...

• Keywords: dbt duckdb, duckdb dbt, utilizing duckdb, duckdb build, using duckdb, built duckdb, duckdb database, duckdb docs, duckdb directly, directly duckdb
• Source: duckdb.org

Kubernetes GPU optimization demo

Videos, demos, webinars Kubernetes GPU optimization demo See how StormForge brings GPU optimization to Kubernetes with workload-level visibility. In this video demo, you’ll see how StormForge helps te...

• Keywords: kubernetes gpu, stormforge gpu, gpu insights, kubernetes workload, stormforge provides, optimization kubernetes, usage stormforge, gpu optimization, stormforge, gpu visibility
• Source: cloudbolt.io

Package Manager Threat Model, Revisited

I’ve spent a fair chunk of the last four months pointing the package manager CWE list and the threat model questions at real package managers, in some cases with help. Ten targets, mostly clients, a c...

• Keywords: package managers, manager cwe, audit cwe, package manager, consulting cwe, cwe list, cwe dangerous, model advisories, ran advisory, managers advisory
• Source: nesbitt.io

Bitrise maintains SOC 2 Type II compliance with a successful 2026 assessment - Bitrise Blog

At Bitrise, we continually invest in security best practices to ensure that our customers' data stays safe and secure. As part of this ongoing effort, we are pleased to announce that we have successfu...

• Keywords: mobile devops, devops platform, devops, security matters, secure ongoing, 2026 soc, bitrise platform, nda security, bitrise needs, cybersecurity risks
• Source: bitrise.io

Data liberation: Apache Kafka's native cluster mirroring

Apache Kafka excels at moving data within a cluster. Leaders replicate to followers, consumers pull from any replica, and the entire machinery runs with minimal operational overhead. Moving data betwe...

• Keywords: replication kafka, kafka clusters, cluster kafka, kafka cluster, mirror kafka, kafka leveraging, cluster replication, cluster mirrors, replication broker, cluster mirroring
• Source: developers.redhat.com

a-ivanovitch/Qwen3-4B-Instruct-2507-GGUF — public verification state: verified

a-ivanovitch/Qwen3-4B-Instruct-2507-GGUF a-ivanovitch/Qwen3-4B-Instruct-2507-GGUF is an open-weights language model for general under the apache-2.0 license (23.1 GB), released Feb 6, 2026. Hosted ope...

• Keywords: weights language, q4_k_m qwen3, ivanovitch qwen3, qwen3 4b, model qwen, qwen3, q4_k_m gb, weights model, q4_k_m gguf, gb q4_k_m
• Source: huggingbay.xyz

Announcing a Maintainer in Residence: Scott Schafer for the Cargo team

At the end of August, we announced our first Maintainers in Residence, Rust Project contributors who are funded for their upstream contributions and maintenance work from the Rust Foundation Maintaine...

• Keywords: rust maintainers, funding rust, rust leadership, support rust, cargo maintainer, rust maintenance, improve rust, funds rust, ship rust, aws rust
• Source: blog.rust-lang.org

Cheap and easy throwaway VPN server

In my previous blog post I mention I use to travel far and frequently and describe the gear I take with me to make it a more pleasant experience. Unfortunately not every place I visit offers the same...

• Keywords: dns resolvers, unrestricted internet, workaround dns, ignore dns, resolvers offered, resolvers default, resolvers, dns peer, custom dns, extra dns
• Source: a.l3x.in

From attendee badge to speaker badge: My first KubeCon at KubeCon + CloudNativeCon India 2026

There is something surreal about your first KubeCon being one where you walk onto the stage as a speaker. Most people ease into this community by attending a few conferences, lurking in hallway tracks...

• Keywords: kubecon cloudnativecon, spark kubernetes, kubernetes gpus, presented kubecon, kubecon stage, kubernetes cluster, kubecon audience, kubecon really, wondering kubecon, kubecon
• Source: cncf.io

The Next Generation of Hands-on Labs

VMware Hands-on Labs Explore VMware Explore Hands-on Labs vSphere The Next Generation of Hands-on Labs Kelly Smith September 21, 2026 Following the incredible energy and announcements at VMware Explor...

• Keywords: labs vsphere, labs vcf, vcf labs, 2026 vmware, 2025 vmware, vsphere vmware, cloud vcf, new vmware, lvmware vsphere, new vsphere
• Source: blogs.vmware.com

A Faster Shortest Path Algorithm

Problem Shortest paths is a very simple problem. There is a graph of vertices and (possibly directed) edges that connect them. Each edge has a real number weight. Starting from some vertex, for every...

• Keywords: shortest paths, dijkstra shortest, shortest path, path algorithm, bound dijkstra, weight path, dijkstra better, path distances, function dijkstra, dijkstra
• Source: vals.ai

Better prompt caching for GPT-6

Better prompt caching for GPT‑6 Higher cache hit rates and new tools to help persistent agents run faster and cost less. GPT‑6 enables persistent agents to work for hours on complex tasks, from refact...

• Keywords: caching diagnostics, caching performance, cache track, caching gpt, cache tools, cache gpt, prompt caching, rates prompt_cache_diagnostics, caching guide, caching
• Source: openai.com

How UK AISI and EvalEval Are Making Benchmark Results Reproducible

How UK AISI and EvalEval Are Making Benchmark Results Reproducible The EvalEval Coalition is thrilled to share that the UK AI Security Institute (AISI) is using EvalEval’s infrastructure to openly sha...

• Keywords: evaluations aisi, evaluation reporting, evaluations increasingly, documenting evaluation, reporting evaleval, aisi evaleval, sharing evaluations, reproducible evaleval, evaluation applicability, reproducible evaluation
• Source: evalevalai.com

Introducing DigitalOcean Managed Agents: One AI-native stack to power your intelligence

By DigitalOcean Following a successful private preview, we’re thrilled to open DigitalOcean Managed Agents to everyone. Teams can now deploy their preferred agent harness (like OpenCode, Codex CLI) or...

• Keywords: managed agents, cpu agents, agents digitalocean, agents infrastructure, agents increasingly, agents work, agents working, run agents, agents need, agent work
• Source: digitalocean.com

mradermacher/granite-20b-code-base-8k-GGUF — public verification state: pending

mradermacher/granite-20b-code-base-8k-GGUF mradermacher/granite-20b-code-base-8k-GGUF is an open-weights language model for general under the apache-2.0 license (157.3 GB), released Sep 4, 2024. Open...

• Keywords: mradermacher granite, granite 20b, ibm granite, model mradermacher, 80gb mradermacher, 24gb mradermacher, byte manifest, download mradermacher, 20b code, license apache
• Source: huggingbay.xyz

Show HN: JevBench, a reproducible benchmark for typed decision models

classifier.devno rank83.6 JevBench Score · Jev 1.13.0 (#1) scores 74.4Runs on Jev (TypeSafe).Intelligence85.1Calibration77.9Speed87.6Cost84.3$per 1,000 decisions~$0.0033 est.Runs on Jev (TypeSafe) —...

• Keywords: ranking jev, jev rank, rank jev, ranking, ranked ranking, ranked price, benchmark classifier, jev highest, instead ranked, highest ranked
• Source: benchmarkheaven.com

Design your programming languages right (2024)

2024/12/16 I just think we should have some ground rules for new programming languages and their configuration. Yʼknow? Just some rambly thoughts on features I think you should include, or at least th...

• Keywords: escaping rules, template literals, delimited escapes, best purescript, indented multiline, escapes use, purescript python, purescript, escaping, multiline strings
• Source: blog.veritates.love

Do Linus Torvalds and Greg Kroah-Hartman still sound different on the Linux Kernel Mailing List?

Mathieu Acher on X: "Do Linus Torvalds and Greg Kroah-Hartman still "sound" different on the Linux Kernel Mailing List? In our VEM 2026 paper, we rerun a classic 2016 analysis on a modern dataset. Sho...

• Keywords: different corpus, lore kernel, kernel lists, corpus lore, linguistic features, modern dataset, rebuilding corpus, lkml5ws curated, corpus, balanced corpus
• Source: x.com

Linux 7.2 vs. Linux 7.3 Shows A Few Improvements With AMD Strix Halo

Linux 7.2 vs. Linux 7.3 Shows A Few Improvements With AMD Strix Halo Last week I ran some benchmarks showing performance gains for AMD Ryzen AI Max+ "Strix Halo" on Ubuntu 26.10. Then shortly after th...

• Keywords: benchmarks amd, improvements amd, benchmarks linux, linux benchmarks, benchmarks ubuntu, benchmarks strix, kernel improvements, graphics benchmarks, ran benchmarks, amd ryzen
• Source: phoronix.com

The evolution of the Depot Metal autoscaler

Stay in the loop The evolution of the Depot Metal autoscaler We announced Depot Metal, our new compute platform, back in July. We'd been working on it well before that, long enough that it has already...

• Keywords: autoscaler preemptively, autoscaler powering, autoscaler uses, autoscaler patiently, practice autoscaler, scheduler autoscaler, autoscaler concept, autoscaler runs, software autoscaler, metal autoscaler
• Source: depot.dev

Validate AI Data Center Power Supplies via Electronic-Load Emulation

Validate AI Data Center Power Supplies via Electronic-Load Emulation What you'll learn:

• Why AI data centers are moving from 48-V to 800-V DC power architectures.

• How dynamic load testing helps val...

• Keywords: challenges gpus, gpus challenging, demand gpus, gpus cpus, gpus ai, gpus cycle, gpus, inefficiencies nvidia, gpu, think gpu

• Source: electronicdesign.com

Arguing about arguments

Arguing about arguments Here’s some Rust code: // define a function fn foo(x: i32, y: i32) -> i32 { // body elided } // call it let z = foo(5, 6); In programming language jargon, we call x and y param...

• Keywords: arguments rust, rust parameters, def redirect_to, parameter language, redirect_to options, redirect_to action, parameters arguments, arguments languages, function ruby, arguments named
• Source: steveklabnik.com

furiosa-ai/harrier-oss-v1-0.6b — public verification state: verified

furiosa-ai/harrier-oss-v1-0.6b furiosa-ai/harrier-oss-v1-0.6b is an embedding model for text embeddings under the mit license (1.1 GB), released Sep 10, 2026. Open AI model cataloged from external hug...

• Keywords: model furiosa, huggingface metadata, 80gb furiosa, 24gb furiosa, download furiosa, huggingface furiosa, 6b furiosa, external huggingface, library furiosa, does furiosa
• Source: huggingbay.xyz

Introducing Smooth Scaling: faster, more intelligent scaling

Blog Introducing Smooth Scaling: faster, more intelligent scaling Scaling your Redis Cloud Pro database is now significantly faster and gentler on your application, without changing how you scale. Dem...

• Keywords: scaling redis, capacity redis, redis cloud, scaling workload, changes redis, clustered redis, redis database, change redis, scaling process, uses redis
• Source: redis.io

Native apps written in TypeScript and CSS

Example applications and tools for GeaStack. This repo is the app gallery used by the simulator, embedded targets, GeaOS, Apple targets, the VS Code/Cursor extension, and marketing demos. Each example...

• Keywords: simulator gea_apps_root, geastack simulator, loop gea_apps_root, gea_apps_root repo, gea_apps_root path, simulator scripts, gea_apps_root, runtime gea, repository geastack, geastack repo
• Source: github.com

llm-semantic-router/lora_intent_classifier_bert-base-uncased_model — public verification state: verified

llm-semantic-router/lora_intent_classifier_bert-base-uncased_model llm-semantic-router/lora_intent_classifier_bert-base-uncased_model is an open-weights language model for text classification under th...

• Keywords: llm semantic, lora_intent_classifier_bert base, lora_intent_classifier_bert, router lora_intent_classifier_bert, uncased_model llm, classification llm, model llm, classifier bert, classification languages, semantic router
• Source: huggingbay.xyz

MiMo-v2.6-Pro: Intelligence, Performance and Price Analysis

MiMo-V2.6-Pro Intelligence, Performance & Price Analysis Model summary MiMo-V2.6-Pro is amongst the leading models in intelligence and reasonably priced when comparing to other open weight models of s...

• Keywords: pricing mimo, evaluate mimo, 18 mimo, pro mimo, index mimo, mimo v2, performance price, cost intelligence, summary mimo, second mimo
• Source: artificialanalysis.ai

Show HN: Drop – a rootless Linux sandbox with gVisor support

Linux sandboxing that doesn’t get in your way Isolate programs and coding agents without leaving your familiar work environment Install DropUse cases Isolate coding agents Run agents with--dangerously...

• Keywords: linux sandboxing, isolate programs, sandboxed program, sandboxing, disposable environments, executing sandboxed, drop environments, isolated environments, contained sandbox, sandboxed
• Source: droprun.sh

anasnassar/llm-query-complexity-classifier — public verification state: verified

anasnassar/llm-query-complexity-classifier anasnassar/llm-query-complexity-classifier is an open-weights language model for text classification under the apache-2.0 license (574.2 MB), released May 20...

• Keywords: classifier anasnassar, model anasnassar, classification anasnassar, apache license, license apache, download anasnassar, anasnassar llm, 24gb anasnassar, 80gb anasnassar, open license
• Source: huggingbay.xyz

Day 0 Support: GPT-6 Sol and GPT-6 Luna

Day 0 Support: GPT-6 Sol and GPT-6 Luna LiteLLM now supports GPT-6 Sol and GPT-6 Luna. Route traffic to them through the LiteLLM AI Gateway with the same config you use for every other OpenAI model. S...

• Keywords: openai gpt, gpt luna, openai prices, rates openai, gpt sol, sol gpt, gpt counterparts, openai sol, supports gpt, running gpt
• Source: docs.litellm.ai

graphing my sleep schedule

hi! i have a sleep disorder ^-^ i was like, “i should graph this thing,” but i don’t have a smart watch or anything (i can’t handle the feeling of a watch on my wrist, because of, like, sensory reason...

• Keywords: deno apis, zipreader deno, graph sleep, use deno, reader deno, js deno, file deno, await deno, denofilereader discordzip, deno readfile
• Source: char.lt

Introducing Unit 42 Continuous Frontier AI Defense

Cybersecurity is in the middle of a generational shift. AI has disrupted a 30-year balance of power between defenders and adversaries. Armed with agentic AI tools and open-weight models stripped of sa...

• Keywords: ai defense, securing ai, secure ai, modernize cybersecurity, cybersecurity silver, cybersecurity middle, attack prevention, cybersecurity, offensive security, 40 vulnerabilities
• Source: paloaltonetworks.com

Introducing Worker Previews: isolated preview environments for every change your agent makes

Introducing Worker Previews: isolated preview environments for every change your agent makes Nothing is worse than testing out a change that works in staging, only to see it behave differently in prod...

• Keywords: previews staging, preview environments, previews production, production previews, previews git, environment preview, maintain staging, preview branch, production preview, worker previews
• Source: blog.cloudflare.com

Is Jev as Accurate as Frontier Models at Classification?

Is Jev as Accurate as Frontier Models at Classification? Kenny Rogers · Jev is TypeSafe’s System One decision model. Give it an app state object and a typed question, and it gives you back a typed ans...

• Keywords: comparing jev, compared jev, jev compared, jev frontier, accurate jev, jev accurate, latency jev, utterances jev, jev confidence, classification banking77
• Source: openrouter.ai

mradermacher/Fireball-Alpaca-Llama3.1.08-8B-Philos-C-R1-i1-GGUF — public verification state: verified

mradermacher/Fireball-Alpaca-Llama3.1.08-8B-Philos-C-R1-i1-GGUF mradermacher/Fireball-Alpaca-Llama3.1.08-8B-Philos-C-R1-i1-GGUF is an open-weights language model for general under the apache-2.0 licen...

• Keywords: file carries, general apache, hashed hosted, apache, files model, file metadata, individually hashed, 8b files, files, checksums hash
• Source: huggingbay.xyz

Paper: huggingface: Code: Collab w/ meetdavidwan HanWang98 EliasEskin mohitban47 Ido Dagan biunlp unc_ai_group See you in Budapest!

Eran Hirsch on X: "Paper: https://t.co/ZaXI0PIk75 @huggingface: https://t.co/prBxRBVx6X Code: https://t.co/mnzgyOBqbN Collab w/ @meetdavidwan @HanWang98 @EliasEskin @mohitban47 Ido Dagan @biunlp @unc_...

• Keywords: citations recall, citation recall, citations misses, supported citations, misses citations, citation errors, trajectorykit emnlp2026, uses cited, citations, input cites
• Source: x.com

systemd 262 Released With AI/LLM Canary For Unreviewed Code, LUO Integration

systemd 262 Released With AI/LLM Canary For Unreviewed Code, LUO Integration Systemd 262 made it out today as the newest feature update to this Linux init system and service manager. As with most syst...

• Keywords: systemd built, supports systemd, containers systemd, systemd manager, systemd, systemd 262, targets systemd, target systemd, manager systemd, systemd releases
• Source: phoronix.com

What's the Difference Between QNX and INTEGRITY RTOSes?

What's the Difference Between QNX and INTEGRITY RTOSes? What you’ll learn:

• How QNX and INTEGRITY are different.

• The similarities between QNX and INTEGRITY.

• Why you need a hard real-time RTOS. Th...

• Keywords: qnx integrity, integrity rtoses, capabilities qnx, rtos implementations, difference qnx, native qnx, systems rtos, ai qnx, rtos solutions, rtos certified

• Source: electronicdesign.com

AI Is Antithetical to Learning

AI is antithetical to learning Spend enough time with LLMs and you start noticing certain patterns. Maybe you’re working on a codebase and you want to upgrade a dependency or language version, redesig...

• Keywords: llms trained, agent doing, llms basic, providing agent, agent, stopping agent, agent manager, llms useful, need ai, ai replace
• Source: jola.dev

Embedded World NA 2026: Boards and Modules

Embedded World NA 2026: Boards and Modules What you’ll learn:

• A look at some of the latest compact, rugged single-board computers (SBCs).

• Some new COM Express and QMC modules.

• A module with Syna...

• Keywords: boards modules, modules supporting, board computers, ethernet intel, embedded p100, soc uses, pci express, chip soc, hardware, embedded software

• Source: electronicdesign.com

New Models from OpenAI, Anthropic, and SpaceXAI Prove that Model Freedom is Here to Stay

The frontier of AI isn’t just moving quickly anymore. It’s accelerating. In the span of just 48 hours, we’ve watched three of the biggest AI labs release major new models: SpaceXAI launched Grok 4.7,...

• Keywords: ai cost, overspending ai, different ai, frontier ai, ai isn, biggest ai, model increasingly, cheaper openai, openai research, ai model
• Source: blog.kilo.ai

Decision models in OpenClaw

When building an agent, there are a lot of decisions that don’t need to be a conversation. Which tools are relevant to this request? Which messages should survive compaction? Is somebody actually talk...

• Keywords: talking agent, agent tool, agent openclaw, openclaw agent, conversational models, models agent, model agent, conversations model, conversation tools, agents
• Source: openclaw.ai

Jev – a curation of Jev demos on X, tools, skills, and integrations

From an interesting demo to code you can actually understand. A curated starting point for TypeSafe Jev: reviewed projects, reusable skills, small code examples, and creator demos from X, GitHub, and...

• Keywords: jev reviewed, jev_search creator, jev models, use jev, tools jev, jev_search typesafe, project jev, library jev, jev explore, jev typesafe
• Source: github.com

Parallel cut research time and cost in half with GPT‑6 Astra

Parallel cut research time and cost in half with GPT‑6 Astra GPT‑6 Astra allowed Parallel’s agents to research and synthesize labor-market data in half the time and at half the cost vs. prior models....

• Keywords: research parallel, research faster, searches parallel, search parallel, practical parallel, fewer research, astra parallel, parallel better, parallel agents, running research
• Source: openai.com

Used ThinkPad Buyer's Guide (2019)

Did you find this page useful? A donation of any amount is always appreciated. Click the link to donate with PayPal.More information has been added, including suggestions, resources, and education on...

• Keywords: thinkpads cheap, buy thinkpads, newer thinkpads, purchased thinkpads, thinkpad considered, thinkpad advance, new thinkpad, thinkpads x201, versions thinkpads, thinkpad buyer
• Source: bobble.tech

Anatomy of a (Postgres) search engine

Databases use indexes to make queries fast. Rather than check every row in a table for a matching value, look up that value in an index and seek directly to the right rows. Most database indexes are b...

• Keywords: database search, searches queries, search postgres, data search, index searches, queries fast, text search, search indexes, database indexes, search query
• Source: planetscale.com

GPT-6 Sol and Luna

Introducing GPT‑6 Sol and Luna More ways to bring frontier intelligence into the work you do every day. Earlier this month, we introduced GPT‑6 Astra, the most intelligent and aligned model in the wor...

• Keywords: intelligence upgrades, cost intelligence, gpt astra, gpt luna, luna gpt, faster gpt, luna improvements, astra intelligent, improvements gpt, task gpt
• Source: openai.com

Kubex Talks, There’s No Life Without AI: Agents, MCP, and the Future of Automation With Viktor Farcic

Kubex Talks, There’s No Life Without AI: Agents, MCP, and the Future of Automation With Viktor Farcic On this episode of Kubex Talks, technology critic Viktor Farcic returns to talk with Andrew Hillie...

• Keywords: automation viktor, ai company, ai agents, ai anymore, ai capabilities, tech viktor, ai, ai workloads, potential automation, episode kubex
• Source: kubex.ai

Priorities and principles for effective third party assessments

Priorities and principles for effective third party assessments Frontier AI labs carry an immense responsibility in training, evaluating, and deploying models safely. Third party assessments are a cri...

• Keywords: assessment safety, evaluations safeguards, assessed safeguards, safety assessments, safeguards assessed, safety assessed, independent assessments, independent assessors, independence assessors, assessment capability
• Source: openai.com

Someone said 37 minutes is too short for the next 12 hours, i'm referring engineers to hiring managers comment your stack

Tech stack wise - Node, Go, Python, Java Db wise - Aerospike, Redis, Cassandra, Mongodb, MySQL, PostgreSQL Messaging Systems - Kafka, RabbitMQ Yeah, I have actually worked on all these technologies in...

• Keywords: technologies paytm, worked technologies, technologies, tech stack, db wise, messaging systems, tech, java db, db, cassandra mongodb
• Source: x.com

Sublime Text Introduces Enhanced C# Highlighter and New File Icon Themes

Sublime Text Introduces Enhanced C# Highlighter and New File Icon Themes A new version of Sublime Text has been released, marking the first significant update to the text editor since May 2025. The la...

• Keywords: version sublime, sublime text, update sublime, syntax highlighter, file icons, syntax highlighting, directly sublime, sublime, highlighter new, enhanced highlighter
• Source: serverhost.com

Your agent, laid bare — and why it matters

Your agent, laid bare — and why it matters For decades, enterprise software was a black box — hard for companies to understand, implement, adapt, and integrate, or even replace. With Sierra, nothing i...

• Keywords: agent sierra, ghostwriter agent, agents sierra, agent studio, agent changes, edit agent, build agent, agent live, agent lives, change agent
• Source: sierra.ai

A First Futamura Projection

For years I used compfuck, my little Brainfuck-to-Carp compiler, to explain the shape of a Futamura projection, even though I knew it wasn’t quite accurate and not quite how Futamura projections worke...

• Keywords: compiler interpreter, compiler explain, compiler think, interpreter compiler, compfuck interpreter, compile time, compiler, compiler fair, compiler instruction, resulting compiler
• Source: blog.veitheller.de

Extralite 3.1.0 is Here

Extralite 3.1.0 is Here! 22·09·2026 I’ve just released of Extralite version 3.1.0. This new release implements automatic caching of parametric queries, and updates the bundled SQLite to version 3.53.4...

• Keywords: caching extralite, underlying sqlite3_stmt, extralite query, sqlite usage, sql extralite, performance sqlite, sqlite repeatedly, underyling sqlite3_stmt, causes sqlite, innovative sqlite
• Source: noteflakes.com

AI’s hottest new layer isn’t the model. It’s the harness

Even though I cover AI all day, every day, I still find myself struck by how often I think, “wait, when did this become a thing?” It’s not just because everything moves so quickly in AI — though that...

• Keywords: ai harness, ai brain, ai, ai agents, ai engineer, agentic ai, brain harness, tasks harness, thing ai, ai exhausting
• Source: groundlevel-ai.com

iPhone Duo Simulator: Testing and optimizing your SwiftUI app

As soon as the iPhone Duo got announced, we were all waiting for an iPhone Duo Simulator inside Xcode. We eventually got it with the first beta of Xcode 27.1. This Simulator is unlike any other and a...

• Keywords: duo simulator, iphone duo, ios 27, tested iphone, 27 simulator, display iphone, xcode 27, view iphone, app iphone, develop simulator
• Source: avanderlee.com

Scaling Time-Series Workloads on Postgres

Scaling Time-Series Workloads on Postgres Many real-world processes produce data as a continuous stream rather than as isolated records. Sensor readings, financial markets, and application telemetry a...

• Keywords: postgresql implemented, implemented postgres, workloads postgres, postgres, postgres based, database tiger, standard postgres, single postgres, postgresql, capabilities postgresql
• Source: softwareengineeringdaily.com

Why I like JavaScript as a compilation target (2023)

Why I like JavaScript as a compilation target

• 2023-07-08 -Usually when I get an itch to work on a programming language (case in point) I usually reach out to JavaScript as my compilation target. I w...

• Keywords: javascript compilation, javascript language, javascript features, programming javascript, like javascript, js engines, javascript interpreted, say javascript, interop javascript, quickly javascript

• Source: gilmi.me

AI Has No Wisdom and Neither Will You

AI Has No Wisdom and Neither Will You In the past month alone I’ve heard these phrases:

• I haven’t written code since 2025;

• Code reviews are dead;

• People no longer read code. Certainly the indust...

• Keywords: ai everyday, ai wisdom, ai coding, terrible ai, ai notices, code maintainability, mistakes ai, code maintainable, does ai, years ai

• Source: alexn.org

Meet Nuvi: the AI desk companion that goes from Q to cute

Meet Nuvi: the AI desk companion that goes from Q to cute Luca Di Lorenzo (@LucaDilo on YouTube) recently worked with us on what was meant to be a simple robot assistant, but soon became something muc...

• Keywords: nuvi ai, nuvi design, home nuvi, nuvi designed, conversation nuvi, nuvi uses, board nuvi, desktop companion, nuvi, robot assistant
• Source: blog.arduino.cc

Monitoring Embedding Drift in Production Scikit-LLM Pipelines

In this article, you will learn what embedding drift is, why it matters for production large language models, and how to implement two practical techniques to detect it. Topics we will cover include:...

• Keywords: embedding drift, monitoring embedding, embedding drifts, text drift, detecting embedding, identifying embedding, text embeddings, embeddings shift, embeddings techniques, learn embedding
• Source: machinelearningmastery.com

Type Punning in C and C++

Type Punning in C and C++ I had a bug that took me a while to track down. The problem was type punning. A pointer cast worked fine at -O0 and silently broke at -O2 . The C vs C++ distinction here is g...

• Keywords: pointer casts, type pointer, pointer cast, punning pointer, type punning, struct uint32_t, pun union, memcpy pointer, uint64_t struct, memory types
• Source: blog.pwkf.org

Why Developer Portals Must Evolve in the AI Agent Age

Why Developer Portals Must Evolve in the AI Agent Age Kristopher Sandoval September 22, 2026 The age of AI is firmly upon us — and as more teams adopt artificial intelligence and agentic flows, provid...

• Keywords: agents api, agent usage, ai agent, ai agents, developer portals, agent workflows, api ecosystems, agents ai, agentic onboarding, agent use
• Source: nordicapis.com

Grokking the Spring Boot Interview — 50% Off for Java Developers

Hello guys, I am very excited to announce the release of my new book, Grokking the Spring Boot Interview and you can grab your copy for a special price of $10.99 on Gumroad. Ever since I talked about...

• Keywords: java interviews, spring interviews, java interview, books java, interviews spring, spring java, java spring, spring developer, guide java, interviews guide
• Source: java67.com

Logfire dashboards: more beautiful, more usable

We've given Pydantic Logfire dashboards a lot of polish over the past few weeks. I want to highlight some of the improvements we've made in their look and feel, share some of my design thinking, and t...

• Keywords: logfire dashboards, purpose dashboards, modern dashboards, logfire dashboard, building dashboarding, dashboards pretty, dashboarding solution, making dashboards, dashboarding, dashboards vastly
• Source: pydantic.dev

Serious editors are a commitment (at least for me)

You're probably reading this page because you've attempted to access some part of my blog (Wandering Thoughts) or CSpace, the wiki thing it's part of. Unfortunately you appear to be using a mainstream...

• Keywords: attempting block, browser, browsers work, address browser, browsers, attempted access, claim browsers, browser fixed, browser using, using browser
• Source: utcc.utoronto.ca

Apple’s Performa in-store demo software from 1993

Last year, I bought a Macintosh Performa 410 on eBay. I wasn’t expecting it to be special in any way. The main reason I was interested in it was because I suspected it would have originally come with...

• Keywords: cds macintosh, software macintosh, macintosh, bought macintosh, wiped factory, uploaded macintosh, os version, macintosh performa, software preservation, mac
• Source: downtowndougbrown.com

Are LLMs still surprisingly bad at some simple tasks?

Last year I ran an experiment to test the ability of modern LLMs to correctly answer a relatively straightforward question. Every single one of them got it wrong. Some missed information, some made up...

• Keywords: elements tlds, tlds elements, list tlds, tlds contains, tld list, domains tlds, tlds valid, html nerds, question tlds, tlds
• Source: shkspr.mobi

EvilVM: Forth shellcode

NolaCon 2019 Presentation I presented EvilVM’s Alpha release at NolaCon, 2019. You can see Irongeek’s video recording on YouTube, for a good intro to the project and some demos: Download slides from N...

• Keywords: evilvm basic, code evilvm, documentation evilvm, evilvm agent, evilvm constituent, presented evilvm, payload evilvm, evilvm, evilvm deploy, evilvm alpha
• Source: web.archive.org

It's Not Just True, It's False

We’ve given in to using LLMs for writing at work. From emails and Slack comments to full-on documentation, everything is AI-generated. However, I’ve realized it only ever saves me time when I’m being...

• Keywords: llms writing, transcripts action, transcripts summarizing, time proofreading, proofreading, llm meticulously, summarizing transcripts, meetings transcripts, transcripts, ai validate
• Source: idiallo.com

Jun Kim, oMLX creator and maintainer, joins Hugging Face to support the MLX community

Jun Kim, oMLX creator and maintainer, joins Hugging Face to support the MLX community MLX is Apple's framework for local AI, especially optimized for Apple Silicon. We are big MLX supporters since it...

• Keywords: projects mlx, support mlx, relies mlx, run mlx, mlx community, omlx stability, mlx incredibly, mlx implementation, community mlx, mlx apple
• Source: huggingface.co

Haters think AI agents can't write GPU code? This'll ROCm

Haters think AI agents can't write GPU code? This'll ROCm Ryan chats with Anush Elangovan, VP of Software at AMD, about ROCm's open-source unified toolchain for GPUs, how agentic AI is drastically low...

• Keywords: gpus agentic, ai agents, write gpu, toolchain gpus, agents write, gpus, gpu code, agentic ai, agents, gpu
• Source: stackoverflow.blog

No Sloptober

This October we challenge you to abstain from LLM based tools entirely. Think of this as a fast for your mind! This is not a judgement of others, but a personal challenge to you. Nuance is hard (if no...

• Keywords: llm tools, ai llm, nuance llms, llms good, llms, corporations ai, llm based, tools entirely, tools whatsoever, llm
• Source: no-sloptober.com

Shifting the Trap

Shifting the Trap Fri, 24 Apr 2026 Back in 2009, Richard Stallman warned us about The JavaScript Trap. The pitch was simple, and it's aged horrifyingly well. Every time you visit a modern website, you...

• Keywords: trap javascript, javascript trap, browser stallman, browser silently, trap documented, warned javascript, mitigation javascript, javascript browser, built javascript, browser leaking
• Source: jxself.org

SK hynix Hosts ‘2026 Global Forum,’ Sharing Its Technology Vision and Future Strategy for the AI Era

IMAGE & VIDEO Download SK hynix Hosts ‘2026 Global Forum,’ Sharing Its Technology Vision and Future Strategy for the AI Era September 22, 2026 SK hynix Hosts ‘2026 Global Forum,’ Sharing Its Technolog...

• Keywords: hynix future, 2026 tech, ai infrastructure, hynix presents, hynix hosts, ai era, summit 2026, hynix, semiconductorsk hynix, sk hynix
• Source: news.skhynix.com

SK hynix Presents ‘New Spectrum’ for AI Infrastructure at ‘AI Infra Summit 2026’

IMAGE & VIDEO Download SK hynix Presents ‘New Spectrum’ for AI Infrastructure at ‘AI Infra Summit 2026’ September 22, 2026 SK hynix Hosts ‘2026 Global Forum,’ Sharing Its Technology Vision and Future...

• Keywords: hynix future, 2026 tech, ai infrastructure, ai era, summit 2026, 2026 future, semiconductorsk hynix, hynix presents, ai infra, future forum
• Source: news.skhynix.com

Tales from the Software Factory: The Cron and the VM

The other day, I built a boring bot that could tell me whether the model list in our LLM gateway was out of sync with one of our LLM providers. We deploy frequently enough that doing this dynamically...

• Keywords: mindset bot, bot task, deprecated model, exe dev, boring bot, worry bot, bot server, miserable vms, new mindset, bots continuously
• Source: blog.exe.dev

The Reliability Layer for Healthcare AI: Common LangSmith Use Cases

Key Takeaways

• LangSmith lets teams turn clinical review into labels, evaluators, and datasets they can reuse across future releases, instead of starting over each time.

• Abridge uses LangSmith to r...

• Keywords: evaluations healthcare, lasting evaluations, health reviewers, clinical ai, evaluation infrastructure, ai evaluations, evaluation practices, experts evaluating, healthcare ai, clinical reviewers

• Source: langchain.com

Agent of the Day – September 22, 2026

Agent of the Day – September 22, 2026 Static analysis tools are supposed to be the trustworthy ones — the code that watches other code for mistakes. But a linter is still software, and software still...

• Keywords: agent day, agentic workflows, tools gh, today agent, expert agent, agent, schedule gh, serena tools, linter software, titled agent
• Source: github.github.com

Did OpenAI solve the wrong Navier-Stokes problem?

Two weeks ago OpenAI claimed a solution to one of the biggest open problems in math—the Navier-Stokes problem—an achievement worth a $1-million prize from the Clay Mathematics Institute. The proof ign...

• Keywords: stokes openai, idea navier, math navier, navier stokes, problem navier, openai solve, flow mathematicians, open problems, openai proof, answer navier
• Source: scientificamerican.com

Explaining to business people why building software is still hard

Explaining to business people why building software is still hard It’s 1 pm on the final day of the Hackathon, 5 hours left. For the last 2 hours, we made ZERO progress. I’m cursing the day Lovable wa...

• Keywords: lovable recruiting, software hard, building software, recruiters build, stressed recruiters, slack, endless bugs, bugs slowness, software engineering, imagine software
• Source: manager.dev

I left Claude for months. Opus 5.5 is why I'm back

Listen or watch on YouTube, Spotify, or Apple Podcasts I’ve been off Claude for months. Not because it got dumb, but because it got annoying. The rambling, the hedging, the preachy little disclaimers...

• Keywords: cheaper opus, run opus, opus pricing, claude opus, opus faster, opus, opus frontend, opus elevenlabs, math opus, agentic work
• Source: lennysnewsletter.com

Plain-text files are at risk

#Plain text files are at risk

For better or worse, plain-text files, with their many encodings and layered formats, are the only real universal data interface we have had so far.

By plain-text fil...

• Keywords: text files, text editors, textedit plain, plain text, document files, text editor, files simply, interoperably files, files stored, use editors
• Source: paste.sr.ht

SK hynix Launches ‘SK hynix Ventures’ in Silicon Valley to Expand Global AI Ecosystem Investment

IMAGE & VIDEO Download SK hynix Launches ‘SK hynix Ventures’ in Silicon Valley to Expand Global AI Ecosystem Investment September 22, 2026 SK hynix Launches ‘SK hynix Ventures’ in Silicon Valley to Ex...

• Keywords: ai ecosystem, ai ecosystemai, ai infrastructure, ai ecosystemhbm, hynix venturesventures, ecosystem ai, hynix ventures, silicon valley, day ai, ai
• Source: news.skhynix.com

Where're All The AI Chips?

<p>If you liked this piece, you should subscribe to my premium newsletter, and you can subscribe on the following links:<a href="https://edzitronswheresyouredatghostio.outpost.pub/public/promo-subscri...

• Keywords: premium newsletter, subscribe premium, weekly premium, newsletter including, newsletter subscribe, promo subscription, newsletter, subscription, subscription w1kx6awthd, https edzitronswheresyouredatghostio
• Source: wheresyoured.at

WordPress: Unauthenticated path traversal leading to conditional RCE

Unauthenticated path traversal in page-template resolution leading to conditional RCE Software WordPress Affected versions 7.1.0 - 7.1.1 7.0.0 - 7.0.5 6.9.0 - 6.9.8 6.8.0 - 6.8.9 6.7.0 - 6.7.8 6.6.0 -...

• Keywords: path traversal, unauthenticated path, traversal page, path, template resolution, traversal, patched versions, affected versions, templates affects, get_page_template
• Source: github.com

Can gzip be a language model?

A while back I wrote about language modeling without neural networks, where I generated Shakespeare with an unbounded n-gram model: no weights, no training, just counting. Fortuitously, I came across...

• Keywords: gzip language, modeling compression, compression prediction, gzip corpus, generate compression, compression, gzipt corpus, corpus gzip, gzip uses, gzip context
• Source: nathan.rs

Next.js Security Update for a Critical Upstream Issue

Tuesday, September 22nd 2026 Next.js Security Update for a Critical Upstream Issue Posted byAn out-of-band security update is now available in v16.3.6 (Active LTS) and v15.5.26 (Maintenance LTS). Thes...

• Keywords: 2026 js, affected js, secure js, js versions, security update, js 15, hardening js, js security, patch js, npm install
• Source: nextjs.org

We’re also launching Claude Sonnet 5.5 and Haiku 5.5 in the coming weeks

Mike Krieger on X: "We’re also launching Claude Sonnet 5.5 and Haiku 5.5 in the coming weeks. These models will come with many of the same improvements to performance, efficiency, and safety. With tha...

• Keywords: opus cache, opus launched, run opus, opus model, try opus, improvements performance, opus cut, writer performs, 20 opus, opus
• Source: x.com

Why 0xCAFEBABE?

In May of 1996, as I was working on my second JavaWorld article, "The Class File Lifestyle," I became curious about the Java class file's magic number, 0xCAFEBABE . The first four bytes of every Java...

• Keywords: 0xcafebabe curious, 0xcafebabe bytes, 0xcafebabe magic, value 0xcafebabe, number 0xcafebabe, 0xcafebabe guess, specified 0xcafebabe, bytes java, curious java, binary 0xcafebabe
• Source: artima.com