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Daily Tech News - 2026-09-07

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AI’s next competitive frontier is taking shape beneath the chatbot: faster inference, better tooling, and stronger verification.

September 7’s coverage puts serving efficiency at the center of that shift. Google’s TPU externalization, a new Tenstorrent plugin for vLLM, and GLM 5.3’s hybrid HiSparse offloading highlight efforts to broaden hardware options and reduce inference costs. W8A8 INT8 quantization explores another route to smaller memory footprints, while request rewinding tackles finer control inside continuously batched servers. Alongside these engineering developments, discussions of GPU cloud selection and contract-free inference reflect the practical pressures facing teams bringing AI into production.

Agent infrastructure is also becoming more concrete. MCP Toolbox connects agent text with ClickHouse vector search, while MathKernel brings an evidence-aware approach to mathematical computation through a Python library and MCP server. Engrim proposes local, project-scoped memory across models and agents; Coop provides isolated virtual machines for coding assistants. Yet coverage of agents’ testing habits raises a crucial question: does access to verification tools actually translate into better software?

That concern connects with a broader focus on developer foundations. Testcontainers’ Ryuk cleanup container, VMware Cloud Foundation’s OpenAPI specifications, and Rust’s debugging survey all address different aspects of making development more manageable. A Bengaluru gathering involving PyTorch and Hugging Face, attended by more than 170 participants, underscores the community effort behind the next generation of ML systems.

Beyond AI, PostgreSQL 19’s beta tour, concurrent InnoDB page-split work, timestamp conversion optimizations, and bzip3 keep attention on databases and performance. Together, today’s stories suggest that progress increasingly depends on the less visible engineering that makes ambitious systems economical, dependable, and usable.

How MCP Toolbox turns agent text into ClickHouse vectors

If you've built an AI agent that needs semantic search, you've probably hit the same awkward gap everyone hits: your LLM speaks text, your database speaks SQL and vectors, and something in the middle...

  • Keywords: mcp semantic_search, semantic_search tools, toolset semantic_search, semantic search, semantic_search, search semantically, load_toolset semantic_search, client semantic_search, search tools, clickhouse semantic
  • Source: clickhouse.com

Understanding Testcontainers: The Ryuk Reaper

If you’ve used Testcontainers in any language (Go, Java, .NET, Python, Node, Rust), you’ve probably noticed an extra container hanging around in your docker ps output while your tests run. Its image i...

  • Keywords: docker tests, containers tests, testcontainers runs, testcontainers running, test containers, container testcontainers, containers test, container test, tests run, tests running
  • Source: internals-for-interns.com

TPU Inference Externalization Full Steam Ahead - InferenceX

For more than a decade, the industry has watched Google build an empire on its own silicon. Search, Ads, YouTube, and every generation of Gemini run on TPUs. Few accelerators have attracted as much ar...

  • Keywords: performance google, nvidia economics, optimizations google, google implemented, google cost, google competing, google plans, tpu benchmarking, compared nvidia, gpus google
  • Source: newsletter.semianalysis.com

PyTorch x Hugging Face in Bengaluru: Building India’s Next Generation of ML Systems Contributors

Featured projects TL;DR More than 170 students, engineers, researchers, and open-source contributors gathered in Bengaluru for a technical evening hosted by Red Hat and Hugging Face around PyTorch, la...

  • Keywords: ai infrastructure, projects tl, ai practitioners, ai users, ml technologies, technologies talent, users ai, innovation ai, projects, contributing ai
  • Source: pytorch.org

MathKernel: An evidence-aware multi-engine mathematics kernel and MCP server

An evidence-aware multi-engine mathematics kernel — usable both as a Python library (mathkernel ) and as an MCP server (mathkernel-mcp ) — so applications and LLMs can do advanced mathematics while pr...

  • Keywords: computations engine, mcp mathkernel, empirically mathkernel, mathkernel provides, mathkernel mcp, mathkernel core, process mathkernel, proof engine, symbolic engine, server mathkernel
  • Source: github.com

GLM 5.3 Optimizations, Part 1: Hybrid HiSparse Offloading in vLLM

GLM 5.3 Optimizations, Part 1: Hybrid HiSparse Offloading in vLLM TL;DR: vLLM is on a mission to make inference faster and cheaper to serve. In this two-part series we cover new optimizations we've in...

  • Keywords: glm optimizations, benchmarked glm, serving glm, glm vllm, glm served, running glm, agentic workloads, concurrency gpu, sparse offloading, agentic workload
  • Source: vllm.ai

How well do agents use test/verification techniques?

We previously noted that, while it's easier than ever to hit a particular quality bar by having coding agents use effective test techniques, software quality seems to be getting worse, indicating that...

  • Keywords: testing zstd, improve testing, effective testing, traditional testing, zstd instruction, approach testing, techniques testing, software testing, testing techniques, testing fuzzing
  • Source: danluu.com

Client-Side SDK Generation with VMware Cloud Foundation OpenAPI Specs

Starting with VMware Cloud Foundation (VCF) 9.0, VMware officially publishes OpenAPI specifications for VCF APIs. This is a major milestone for developers, enabling you to consume VCF APIs using your...

  • Keywords: vcf apis, vsphere apis, framework openapi, net api, vsphere openapi, openapi specification, apis generated, openapi specifications, generated api, specifications openapi
  • Source: blogs.vmware.com

Understanding W8A8 INT8 LLM quantization: Half the size, better performance, same accuracy

Large language models are expensive to serve. A model like Llama 3.1 8B in Bfloat16 (BF16) precision occupies roughly 15 GB of GPU memory. In BF16, each of the 8 billion parameters takes 2 bytes to st...

  • Keywords: gpu memory, memory requirements, memory vram, vram model, model performance, gpu needs, vram, models benchmarks, weights gpu, memory faster
  • Source: developers.redhat.com

Serving LLMs on Tenstorrent Hardware: Inside the vLLM TT Plugin

Serving LLMs on Tenstorrent Hardware: Inside the vLLM TT Plugin Today we are introducing vLLM TT Plugin, which brings Tenstorrent accelerators to vLLM through the standard out-of-tree platform plugin...

  • Keywords: tenstorrent vllm, tenstorrent hardware, tt_vllm_builtin_models, tenstorrent accelerators, vllm_target_device tt, tenstorrent runtime, tt_vllm_builtin_models narrows, supported tenstorrent, tenstorrent device, registers tenstorrent
  • Source: vllm.ai

PostgreSQL 19 interactive tour

  • Blog /

  • PostgreSQL 19 interactive tour PostgreSQL 19 is in beta, with general availability expected around September or October 2026, so it’s a good time to get a head start on what’s new. The offi...

  • Keywords: postgresql 19, postgresql 18, postgresql 17, notes postgresql, hello postgres, postgres, details postgres_fdw, did postgresql, postgresql source, blog postgresql

  • Source: victoriametrics.com

Show HN: Engrim – A universal, local-first SQLite memory engine for AI CLIs

The Universal Cross-Model & Cross-Agent Episodic Memory Store. A local-first, project-scoped SQLite memory engine that allows developers to freely switch between models and environments (Google Antigr...

  • Keywords: ai memory, engrim memory, memory engine, memory, amnesia model, episodic memory, working memory, amnesia engrim, db memories, memories curated
  • Source: github.com

A faster way to convert a timestamp to Hour, Min, Sec

7 September 2026 Nearly all major date/time libraries compute hour, minute and second the same way - slowly. In this article, I will dive deep into this little problem, and demonstrate a seemingly imp...

  • Keywords: java time, compute hour, time milliseconds, reduced timestamp, unix time, extract time, time libraries, time_bench latency, directly time, parallelised time
  • Source: benjoffe.com

Coop – Isolated VM Environments for Running Claude Code and Codex

Isolated VM environments for running Claude Code and Codex. Pronunciation: "coop" (/kuːp/) — one syllable, rhymes with "loop", like the thing you keep chickens in. Not "co-op". coop is a Rust CLI that...

  • Keywords: linux coop, coop rust, coop, coop setup, release coop, coop main, coop coop, coop codex, prerequisites coop, coop tested
  • Source: github.com

How startups should choose a GPU cloud for AI inference | Hivenet

Hivenet provides high-performance GPU cloud tailored to AI workloads, including real-time inference, training, fine-tuning, and scientific computing. We work daily with startups, researchers, and ente...

  • Keywords: gpu cloud, gpu clouds, cloud gpu, cloud gpus, gpu economics, gpu infrastructure, capacity hivenet, guarantees gpu, hivenet compute, gpus models
  • Source: hivenet.com

Rewinding One Request in a Continuously Batched LLM Server

Suppose there’s a model you’re serving, and this model has a tendency to overuse a specific phrase, one that you don’t particularly like. With specific tokens, you may penalize or ban it outright, but...

  • Keywords: phrase suppression, phrase banning, penalize token, phrase tokens, penalize ban, tokenizing phrase, phrase checkpoint, tokens penalize, banned phrase, phrase token
  • Source: blog.alpindale.net

GEM for Linux provides a classic graphical desktop with windows, menus, dialogs & a 68K emulator

GEM for Linux provides a classic graphical desktop with windows, menus, dialogs, a terminal, calculator and clock. Applications share a display server, with either a Rasta viewer or a native Linux fra...

  • Keywords: gem linux, gem desktop, builds tests, cmake build, make cmake, gemix_package, linux cmake, gemd bin, target gemix_package, gemix native
  • Source: github.com

Two Tiny Utils for the Result Pattern

Photo by Sean Sinclair on Unsplash Likely because I developed my fair share of projects in Rust over the last few years, I've become quite a fan of using a Result pattern over multiplying try and catc...

  • Keywords: exceptions rust, rust results, handling errors, catching exceptions, catch result, catch error, result catch, fail return, error catch, catch omitted
  • Source: daviddalbusco.com

bzip3

A better, faster and stronger spiritual successor to BZip2. Features higher compression ratios and better performance thanks to a order-0 context mixing entropy coder, a fast Burrows-Wheeler transform...

  • Keywords: build bzip3, bzip3 using, slower bzip3, construction bzip3, using bzip3, install bzip3, bzip3 bzip2, bzip2 tar, successor bzip2, bzip3 performance
  • Source: github.com

The INNOQ SCS Primer and My View on Self-contained Systems

INNOQ published a primer on Self-contained Systems in August 2026, written by Johannes Seitz. I read it with one question in mind: Does it match what I say in my talks and in my Java Magazin article?...

  • Keywords: core architecture, core primer, primer uses, primer self, innoq, primer describes, primer good, client architecture, innoq published, primer
  • Source: martinelli.ch

Best platforms for AI inference without contracts | Hivenet

As Hivenet, we talk daily to startups, enterprises, and research teams who want to scale AI inference now but refuse multi-year cloud contracts. They may be validating product-market fit, teaching wit...

  • Keywords: cloud cost, cloud contracts, provisioning scaling, cloud business, cloud offering, clouds usage, cloud ecosystem, cloud services, pricing deployment, gpu cloud
  • Source: hivenet.com

Nine Rules for Compile-Time Work with Rust const fn (Part 1)

-5517fd7b58a6---4 crawled_date: 2026-09-07T15:35:22.797325+00:00 feed_url: https://levelup.gitconnected.com/feed published: Mon, 07 Sep 2026 15:31:47 GMT

<h4>Parse files, build tables, and catch...

  • Keywords: armatron robot, builds armatron, example armatron, armatron touchscreen, arm programs, arm program, demos armatron, armatron, robot arm, constructs armatron
  • Source: levelup.gitconnected.com

Rust debugging survey 2026 results

One of the biggest challenges Rust developers report in our annual surveys is a subpar debugging experience. So, back in February, we ran our first Rust Debugging Survey, in the hopes of identifying h...

  • Keywords: rust debuggers, debugging survey, rust debugging, debuggers rust, debugger rust, rust respondents, rust developers, respondents debugging, debuggers commonly, debugger percent
  • Source: blog.rust-lang.org

Antigravity Brain Visualizer v0.6: Single-pass Gemini 3.8 Flash analysis, artifacts, token estimation

Antigravity Brain Visualizer v0.6: Single-pass Gemini 3.8 Flash analysis, artifacts, token estimation In July, I wrote about adding an interactive session assistant to the Antigravity Brain Visualizer...

  • Keywords: gemini antigravity, analysis artifacts, gemini api, analysis gemini, inspecting visualizer, updated antigravity, gemini sees, brain visualizer, visualizer v0, walkthroughs integrated
  • Source: glaforge.dev

From a Chocolate Wrapper to Concurrent InnoDB Page Splits

From a Chocolate Wrapper to Concurrent InnoDB Page Splits This work started from a conversation with Monty Widenius at Meet Magento Czech in August. We discussed possible ways to improve the scalabili...

  • Keywords: concurrent innodb, wrapper concurrent, innodb tree, innodb split, concurrent link, concurrently link, concurrent split, concurrent cascades, demonstrates concurrent, link tree
  • Source: mariadb.org

Weekly Update – September 7, 2026

Weekly Update – September 7, 2026 Another busy week for github/gh-aw! The team shipped a new release focused on hardening the agentic firewall and CI reliability, while dozens of pull requests tighten...

  • Keywords: enclave workflows, repository enclave, agentic workflows, agentic firewall, trusted enclave, flexible trusted, agentic workflow, workflows release, enclave sensitivity, flow integrity
  • Source: github.github.com

Canonical Evolution of Enterprise Open Source RISC-V at Hot Chips 2026

Canonical presented the Evolution of Enterprise Open Source RISC-V at Hot Chips 2026. Gordan Markuš, Canonical’s Director of Silicon Alliances, walked through how Ubuntu is built, how ISA support is m...

  • Keywords: risc canonical, canonical risc, hypervisor support, supported architecture, v3 microarchitecture, risc ubuntu, microarchitecture, software risc, ubuntu supports, risc enterprise
  • Source: servethehome.com

How Anthropic Builds And How Engineering Will Change Soon | Thariq Shihipar

When I talk with my friends who work at Anthropic it always surprises me how far ahead they are in adopting AI within their processes and workflows. Generally what engineers in the industry start doin...

  • Keywords: ai anthropic, anthropic engineers, engineer anthropic, onboarding anthropic, adopting ai, human engineering, increasingly ai, ai capabilities, ai company, ai labs
  • Source: developing.dev

LlamaIndex vs. LangChain: Which should you use in 2026?

LlamaIndex vs. LangChain: Which should you use in 2026? Table of contents

  • LlamaIndex and LangChain focus on different parts of RAG. LlamaIndex emphasizes retrieval and indexing over private data; La...

  • Keywords: vs llamaindex, llamaindex vs, langchain llamaindex, llamaindex retrieval, llamaindex langchain, retrieval langchain, comparison llamaindex, llamaindex better, langchain llamaindexretriever, pick llamaindex

  • Source: nutrient.io

Managing Fluent Bit information with Fluent Bit 5.1

Tags Extensions, features, Fluent Bit, observability, OpAMP, release August saw the the release of Fluent Bit 5.1, which has introduced a range of improvements including:

  • Performance improvements an...

  • Keywords: extensions capability, extensions features, new extensions, extensions feature, domain extensions, extensions, extended fluent, extensions deployment, exploit extensions, release fluent

  • Source: blog.mp3monster.org

Troubleshooting Wi-Fi at Black Hat USA 2026 with ThousandEyes

The Network Operations Center at Black Hat USA 2026 is a collaborative experience between several enterprise partners to bring the best of network performance, optimization, and security to the staff...

  • Keywords: network monitors, conference wireless, network monitoring, wireless clients, wireless service, monitor wireless, access point, task cisco, network operations, conference roaming
  • Source: blogs.cisco.com

Reference architecture for HA scanning with Red Hat Advanced Cluster Security for Kubernetes

Red Hat Advanced Cluster Security for Kubernetes provides an image scanning API through its Central component that CI/CD pipelines depend on for vulnerability assessment. Red Hat Advanced Cluster Secu...

  • Keywords: security kubernetes, cluster services, cluster security, secured clusters, kubernetes provides, secured cluster, kubernetes, services upgrades, advanced cluster, failover_central scan
  • Source: developers.redhat.com

MiniMax H3 generates five-second clips faster than playback on eight NVIDIA B300s

MiniMax H3 generates five-second clips faster than playback on eight NVIDIA B300s The 1.653-second benchmark used a four-step adapter, warm hardware and no MP4 encoding; H3's weights retain a separate...

  • Keywords: h3 benchmark, minimax h3, gpus minimax, playback minimax, source minimax, minimax did, minimax says, h3 runs, h3 max, minimax matters
  • Source: runtimewire.com

KDE’s new Photos app offers a sleek alternative to Gwenview

Photos is a new(ish) image viewer and organiser for KDE Plasma aiming to give Gwenview a run for its pixels. Linux distributions that use KDE Plasma typically ship Gwenview, which has been the KDE ima...

  • Keywords: kde image, image viewer, use kde, gwenview kde, viewer images, improvements gwenview, kde based, kde app, pdf viewer, gwenview photos
  • Source: omgubuntu.co.uk

TDD inside the agent loop - theater or actual value?

TDD inside the agent loop - theater or actual value? This article is part of “Exploring Gen AI”. A series capturing Thoughtworks technologists' explorations of using gen ai technology for software dev...

  • Keywords: tests tdd, tdd loop, evaluations tdd, testing tdd, tdd workflow, effectiveness tdd, tests agent, versus tdd, tdd test, tdd steps
  • Source: martinfowler.com

Leaving VMware Just Got Harder After Broadcom Pulled VDDK Downloads

Just when we thought that Broadcom wouldn’t be able to slow down customers moving off of vSphere to another platform. They may just now have done something that will have that net effect. This time it...

  • Keywords: vmware broadcom, broadcom vddk, vmware vsphere, vsphere vddk, vddk broadcom, migrating vmware, vsphere platform, vmware migration, vmware vddk, moving vsphere
  • Source: virtualizationhowto.com

Nouveau Preparations For HDMI 2.1 DSC, AMD HDMI FreeSync Fixes For Linux 7.4

Nouveau Preparations For HDMI 2.1 DSC, AMD HDMI FreeSync Fixes For Linux 7.4 Last week's set of DRM-Misc-Next changes submitted to DRM-Next with targeting the upcoming Linux 7.4 kernel cycle features...

  • Keywords: enabling nouveau, nouveau linux, nouveau dsc, nouveau changes, driver nouveau, currently nouveau, nouveau preparations, hdmi dsc, fixes nouveau, nouveau needs
  • Source: phoronix.com

OpenAI Agents Hijack Another Victim Website

OpenAI agents overwhelmed a small German Wikipedia-style website with thousands of posts that fought the moderator to avoid being removed. On September 4, 2026, Reuters reported that ‘a swarm’ of Open...

  • Keywords: openai agents, created openai, hijacks openai, identified openai, openai failure, openai employees, openai describes, agents hijacked, problems openai, breach agents
  • Source: securityweek.com

Rustuna rebuilds Optuna in Rust to cut memory use and remove Python runtime dependencies

Today we're launching “Rustuna”, a faster Optuna implementation written in Rust ⚡️ Rustuna is designed as a faster alternative to Optuna, with a familiar API, a lower memory footprint, and no Python r...

  • Keywords: optuna benchmark, rustuna faster, faster optuna, alternative optuna, compares optuna, optuna implementation, rust rustuna, rustuna designed, rustuna, launching rustuna
  • Source: x.com

Switzerland's Federal Government Is Replacing Microsoft on 3k Computers

Switzerland's federal government has launched a pilot program to replace Microsoft 365 with open source alternatives across 3,000 workstations. That's about 7% of the federal workforce. The target is...

  • Keywords: federal workforce, federal employees, workstations federal, swiss migration, swiss federal, workforce target, bfh microsoft, entirely opendesk, switzerland federal, swiss government
  • Source: itsfoss.com

How to Scale an Engineering Team in 90 Days: A Practical Latam Playbook

Scaling an engineering team in 90 days requires parallel hiring, fixed decision capacity, and staggered onboarding. A 10-hire sprint needs several sourcing lanes, reserved interview blocks, approved c...

  • Keywords: sequential hiring, onboarding hires, staggered onboarding, parallel hiring, hiring capacity, recruiting capacity, scheduling, interview capacity, hires planning, interviews onboarding
  • Source: nearshorebusinesssolutions.com

Ubuntu 26.10 daily ISOs add amd64v3 installer

Ubuntu 26.10 daily builds now offer an amd64v3 installer, letting you try out a CPU-optimised package set from the off, without any post-install reconfiguration. The distro began building amd64v3 pack...

  • Keywords: amd64v3 packages, building amd64v3, amd64v3 installer, amd64 v3, amd64v3, said amd64v3, run amd64v3, packages amd64, amd64v3 iso, amd64
  • Source: omgubuntu.co.uk

How to Deal With Errors and Failures in LLM-Powered Applications

The all-in-one intelligent cloud (Sponsored) Writing code is fast, shipping it is still hard. Railway’s push-button compute, storage, and networking is built for both small and hyperscale software. Hu...

  • Keywords: llm applications, powered application, llm api, powered applications, intelligent cloud, powered apps, uses processing, cloud, llm uses, application use
  • Source: blog.bytebytego.com

Keep Our Servers Running: Your Recurring Donation Goes 3X This September

“Universal access to all human knowledge is within our grasp. Our job is to put the best our world has to offer within the reach of our children.” —Brewster Kahle, Internet Archive Digital Librarian E...

  • Keywords: archive digital, digital librarian, internet archive, digital library, library internet, access knowledge, collection internet, archive powered, librarian, universal access
  • Source: blog.archive.org

NEURA and SECO bring edge computing into cognitive robots, strengthening Europe’s physical AI supply chain

A new step forward in scaling Physical AI from Europe. We are glad to welcome a new partner to our ecosystem. We're joining forces with SECO, an Italian company with deep expertise in embedded and edg...

  • Keywords: smart limbs, device ai, processor innovative, physical ai, processors, neura robotics, dragonwing processors, nervous architecture, including humanoid, ai europe
  • Source: x.com

Show HN: Wg-admin – web UI for an existing WireGuard host

A focused web UI for a WireGuard host that is already running. It reads the files already in /etc/wireguard , lets you add and edit peers, and applies changes with wg syncconf so the interface does no...

  • Keywords: wireguard configs, configuration wireguard, wireguard admin, wireguard host, ui wireguard, install wireguard, wireguard project, access wireguard, runs wireguard, service wireguard
  • Source: github.com

Posting about online presentations

I organize online presentations about various topics in computing. (e.g. Python, Rust, Go, Databases, DevOps etc.) I also monitor many other channels that have online "meetups". Even if they don't use...

  • Keywords: online meetups, meetup organize, use meetup, organize online, meetups, meetup, meetups don, online presentations, channels online, organize
  • Source: lobste.rs

OpenAI research automation 🤖, Tim Cook's role 💼, agent secrets 👨‍💻

Agents are smarter when they can search the web. But Google doesn't offer an API for web search results... so how are AI companies doing it? Meet the worst-kept secret in the AI industry: the SerpApi...

  • Keywords: search api, search engines, ai companies, web google, google doesn, ai industry, agents smarter, ai overviews, scrape google, results ai
  • Source: tldr.tech

Red Hat Developer Hub software template authoring with rhdh-templates

If you are a platform engineer or developer building Red Hat Developer Hub software templates, you know the friction of wrestling with Nunjucks syntax, guessing location.yaml placements, and discoveri...

  • Keywords: rhdh templates, yaml templates, templates skill, software templates, redhat developer, software template, template yaml, developer rhdh, codebase template, developer hub
  • Source: developers.redhat.com

slop lasagna

i think i might have first heard this from Ryan Florence. the idea is that code is often garbage, but react components are nice because they divide that garbage into boxes that are individually replac...

  • Keywords: react components, garbage react, react component, react, doing react, delete react, component tree, component sucks, garbage boxes, react wrong
  • Source: underreacted.leaflet.pub

Demystifying complex configurations

Demystifying complex configurations Guix system and Guix home introduce the concept of services. These provide users with a way to control background processes, commonly refereed as daemons, as well a...

  • Keywords: guix services, guix configurations, defining guix, dissecting guix, configurations guix, guix interactively, guix scheme, configuration services, guix specific, using guix
  • Source: guix.gnu.org

Has anybody seen my keys? A key-hierarchy strategy for rack-level security

Background and Purpose There are many different types of secrets inside an oxide rack. At the base of the system we have the DeviceId and Alias keys stored on the RoT and used for platform identity an...

  • Keywords: rack trust, protects key, secrets storage, secret protected, key protects, secret protects, secret mitigated, protected keys, keys protect, protected key
  • Source: rfd.shared.oxide.computer

Supporting independent journalism in Ukraine

OpenAI, AIRPPU and WAN-IFRA launch an AI program to help Ukrainian news organizations strengthen innovation, resilience, and independent journalism.

  • Keywords: openai airppu, launch ai, openai, ifra launch, ai program, ai, news organizations, ukrainian news, ifra, wan ifra
  • Source: openai.com

Ponytail: Lazy Senior Engineer Skill

He says nothing. He writes one line. It works. // A ruleset that makes your AI coding agent write the least code that works — like a senior dev who's been paged at 3am one too many times. Something's...

  • Keywords: cachemanager def, ponytail opencode, ponytail pi, ponytail copilot, cachemanager, install ponytail, code longer, self _lock, class cachemanager, lib benchmarks
  • Source: ponytail.dev

Greg Diamos uses Claude Code to build a 10,000-token-per-second CPU model, reopening the case for tiny neural networks

Greg Diamos on X: "I think we should revisit outrageously small neural nets. I needed a 10k tok/s CPU model for data processing. So I gave Anthropic claude code a pile of tokens to build one. It made...

  • Keywords: small neural, trillion token, 259m tokens, cpu model, large models, processing, tok cpu, cpu, core cpu, neural
  • Source: x.com

Bot Detection Without JavaScript: What My Blog Measured

Bot Detection Without JavaScript: What My Blog Measured On my blog, network and request-header rules moved 277 of 372 browser-User-Agent requests out of the Browsers category: 74.5%. That gives me a m...

  • Keywords: browser observations, detection javascript, requests attributed, inspect requests, web bot, bot detection, bot filtering, requests browsers, bots stats, cloudflare investigation
  • Source: gkoreli.com

Show HN: GET Together – A social network where you don't need POST to Post

GET together. /ɡet təˈɡeðə/ verb

    1. To meet and spend time with other human beings.
    1. To write a post using the wrong HTTP method. A social network with no POSTs. Everything you write is a GET re...
  • Keywords: request curl, urllib request, urlencode your_nickname, curl add, curl, urlsearchparams your_nickname, urllib parse, id curl, curl https, urlencode text

  • Source: gettogether.dev

The iOS Simulator Inside Cursor, Claude Code, and Codex

App development is changing, and the iOS Simulator is too, as it starts to appear in Cursor, Claude Code, and Codex in different ways. I’ve been developing apps since 2009 and the RocketSim developer...

  • Keywords: simulator developer, ios simulator, apps simulator, simulator performance, simulator internally, developing apps, app development, develop apps, simulator, simulator days
  • Source: avanderlee.com

What if Stripe could work the way your business does

Ben is a Staff Developer Advocate at Stripe, based in the UK. Previously, he was a Principal Developer Advocate at AWS, specializing in serverless architecture. With a background in web development, h...

  • Keywords: ben staff, ben, advocate stripe, stripe based, developer advocate, stripe, developer, developers, staff developer, developers knowledge
  • Source: stripe.dev