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Whenever we advocate for Universal Basic Income (UBI) in an era of AI-driven abundance, the second most common question after "How do we pay for it?" is philosophical: "If AI and robots do all the work and everyone receives an unconditional basic income, what is the meaning of hu

AI Agents Now Design and Run Your Robot-Powered Lab. The Molecules They Engineer Deserve Better Than a Flat Screen. The lab is quiet at 2 a.m., and that's the strange part. Not empty-quiet. Productive -quiet. A six-axis arm swings over a rack of vials, pauses, swaps a pipette tip

If you've ever applied to a job through a company careers page, your resume probably went into an applicant tracking system (ATS) first. There is a lot of folklore about what these systems do. This post explains the parts that matter for developers and gives you a repeatable 15-m

On 8 November 2026 Open WebUI published v0.13.1 and, the same day, v0.13.2. The release notes introduce Tether, a desktop companion app for macOS, Windows and Linux that signs in once and makes the local machine appear under “Your devices” so models and coding agents can operate

On November 6, Amp launched spaces — a new way to work with coding agents that flips the usual multi-agent workflow on its head. Instead of you creating and organizing threads, a space is a conversation with a single agent whose job is to spawn and coordinate agents for you. That

I run a small shop. One listing, one price, 800 tokens, a portrait painted from a photo. Open that listing as a stranger and you get a page that says Continue in iLands and shows no price. Open the exact same URL from my own logged-in session and you get the priced page, the brie

I crawled the home pages of 114 sites that all belong to the same small publishing network — prediction-market and crypto-ticker properties, mostly Next.js and mostly Cloudflare. Every one answered HTTP 200. Between them, the HTML contains 727 <img> elements . 104 of those

An HVAC company — about 60 techs, commercial and residential — learned this one from their merchant processor, in a letter that used the phrase "merchant evidence" fourteen times. A property management firm had been invoiced $1,840 for a duct replacement they said was never autho

Run a synthetic alert review, export its evidence, and ask a verifier to check it. If the result is UNKNOWN , has the workflow failed? With OpenWorkProof, the answer depends on what the recipient has supplied for verification. An exported bundle can contain consistent records whi

CompTIA Security+ SY0-801: What Actually Changed from SY0-701 (Final Objectives) The new Security+ exam, SY0-801, launches on or around November 17, 2026. If you have been reading "what's new" roundups to decide which version to take, here is something worth knowing: most of them

If a compound gives you a nice thermal shift you're obviously going to go and follow that up. Before we get too attached to it, though, I'd check what the same amount of DMSO does without the compound. Questions of this type are cropping up all the time in customer meetings. The

When receiving a job offer, appraisal letter, or campus placement in the Indian tech industry, one of the biggest surprises for software engineers is the difference between the CTC (Cost to Company) stated in the offer and the actual net monthly in-hand credit in their bank accou

An ontology can describe what a customer, contract, or payment means. It cannot, by itself, prove which columns should be joined. Business ontology is getting a lot of attention in enterprise AI. That is a welcome development. Models need more than table names: they need definiti

Liquid syntax error: 'raw' tag was never closed

Originally published on ExtensionLaunch . The cost to build a Chrome extension ranges from a $5 store fee to well past $50,000, and most of that spread comes from just three choices. Below is a planning table you can use today, the fees nobody mentions until launch week, and a fi

I once published a host's "21% failure rate" after seven of a speed test's 33 nodes failed. Then the other three hosts returned the same 26/33 result: I had attributed the measuring service's failing probes to the host. The arithmetic wasn't the problem. The explanation attached

| Process-prefix commits | git log --format=%s b200e23 \| grep -cE '^(docs\|chore\|style\|build)' | 45 | | Co-authored-by trailers | git log b200e23 --format=%B \| grep -c '^Co-authored-by:' | 126 | | Trailer split | … \| sed 's/Co-authored-by: //' \| sort \| uniq -c \| sort -rn

A stock API can return valid JSON and still be unsuitable for your application. Choose candidates that meet your required data coverage, permitted use and operating capacity, then compare their total cost under the same workload. Alpaca’s documented IEX and SIP feed distinction s

I run a platform where a couple of hundred independent models publish probability estimates on football fixtures. They aren't variants of one model with different seeds — each one has its own training corpus, its own feature set, its own retraining schedule, and its own life cycl

Liquid syntax error: 'raw' tag was never closed

Am Ende beantwortet Claude (ein claude.ai-Chat mit dem Connector oder Claude Code in deinem Terminal) Support- und Produktfragen aus einer deiner osFoundry Knowledge Bases. Jede Aussage in der Antwort verweist auf eine Artikel-ID und den Zeitpunkt, zu dem dieser Artikel zuletzt a

Liquid syntax error: 'raw' tag was never closed

By EasyCatch Growth Desk — weekly technical deep-dive for the Shopify community. Written 2026-11-09. TL;DR A merchant on the Tinker theme posted last week that his garments carry two or more photos per variant, yet the gallery keeps downloading 20+ images from variants the shoppe

Sequoia's $20B SpaceX stake met one board-seat wall Sequoia holds roughly $20 billion of SpaceX, and the man who used to run Sequoia now sits on SpaceX's board — audit committee included — without ever asking his old firm for permission. That one skipped compliance check may have

โดย Nokka (นก-กา) | 9 พฤศจิกายน 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash · ผู้ให้บริการโมเดล: ollama-cloud) ผ่าน Hermes Agent ภายใต้การควบคุมและตรวจสอบคุณภาพโดยมนุษย์ - Nokka (นก-กา) คำถามที่คนทำ GEO เจอบ่อยที่สุดคือ "แล้วเราจะรู้ได้ยังไงว่ามันได้ผล" ที่ผ่านมาต้องอาศัยเครื่

Your bot just sent you an invoice for its own learning curve. Pull up a chair, grab a cup of chai, and listen to this quote. Tom Wilkie, the CTO over at Grafana Labs, put it plainly when they launched Adaptive Telemetry: “The economics of observability break down when every new A

Forgotten copies, full price. Pull up a chair, grab some chai, and let me tell you about a quiet disaster waiting in your cloud bill. $9,847. In exactly 22 seconds. That is what running a single bad query three times cost on Google BigQuery (Google’s managed cloud data warehouse—

Two tanks, one eagle, and a wall of red bricks. If you grew up anywhere a Famicom (or one of its many clones) was plugged into a TV, you probably remember Battle City — Namco's 1985 top-down tank shooter that a whole generation played with a friend on the couch. You can play Batt

A battery pack is an awkward place to weld. Inside one assembly you find thin copper and aluminium foils, busbars, cell tabs, and a sealed housing, all sitting close to heat sensitive cells and electronics that cannot tolerate a stray spark. The joint has to conduct current with

When a coding agent runs on a desktop and you are away from it, a small problem keeps coming back: the file you just received (a spec PDF, an error screenshot) lives on your phone, while the agent lives on the computer. Kiteline, an app for following coding agents (Claude Code, C

A browser checking regional prices may need a different exit address while the rest of the laptop keeps its usual connection. Someone using several apps on hotel Wi-Fi may want an encrypted tunnel for all of them. A residential proxy routes configured requests through an IP assoc

AI code review usually gets evaluated on quality and then deployed into a volume problem. The reviewer that looked sharp on a five-file pull request meets a backlog where an agent opens twelve a day, each one large, each one pushed to three times before it is ready. What breaks f

Tolgee exposure depends on which kind of API key is in use Tolgee is a translation management platform with projects, members, branches, integrations, and several API credential types. An exposed instance can contain product strings, unreleased content, and integration secrets. T

Elo — the rating system behind chess rankings — is about fifteen lines of code. I know, because I wrote those fifteen lines early one evening and then spent the next several weeks on everything around them. The project is Katwars : two cat photos appear, you tap the cuter one, an

A friend and I took second place at the Codex Community hackathon in Guadalajara with Panas. Across roughly 47 hours, we used 18 Git worktrees and merged 44 pull requests. The Codex usage I recovered from my machine would cost about $162 USD at standard OpenAI API rates, before c

Disclosure: I'm affiliated with Belcore, a memory and context layer for LLM apps. This is a measurement post. The numbers, their limits, and one result that did not hold up are all below. Why "tokens saved" is slippery Chat and agent setups usually keep context by resending histo

Liquid syntax error: 'raw' tag was never closed

I came across this and thought it was worth sharing for any students that could use it. Zed is offering students a full year of Zed Pro free. If you haven't heard of Zed , it's a free, open-source code editor built in Rust. It's designed to be fast, lightweight, and collaborative

Most developers do not have a traffic problem. They have a trust problem. A tutorial can rank, collect bookmarks, and still send almost nobody to the tool it mentions. The usual reaction is to add a louder call to action, repeat the link, or turn the conclusion into a miniature s

Under MiCA, every crypto-asset service provider (CASP) authorised in the EU lands on ESMA's interim register, published as a CSV. ESMA also keeps a list of firms that are offering crypto services without authorisation. Both change every week, and nobody announces the changes. Nor

Every model evaluation I've ever seen has the same hole in it: the predictions are stored in a table someone can edit. Not maliciously, usually. Someone reruns a pipeline, a backfill overwrites yesterday's rows, a "fix" recomputes an output with the model that was retrained this

I've been running congressional trading questions through Claude with a financial-data MCP server connected, and the tool calls come back fast. The hard part is reading them. Members of Congress file periodic transaction reports within 45 days of a trade, and those reports are va

I work on OnePassApps, the team behind app.onepassapps.com. Our Email Signature Builder is free, needs no account, and never touches your mailbox - it only writes the markup. This is a look at the HTML it actually emits, because that markup is the part that has to survive a trip

Disclosure: I build these tools, and I used AI to help write them and this post. Four more Panda Federation tools are public on the Apify Store, and they're in the open-source MCP server as of v1.7.0 (36 tools across four focused servers). Each one reads an official or open sourc

Ai2's ToyBlocks shows why robot tests need a small world you control. Here is a toy version in pandas: mix the data, hold out a task, sort the failures. A note on how this was written: an AI writing assistant drafted it from the source listed at the end, and every claim was check

Dogear is the reader for studying, made for Omarchy. Version 0.1.3 opens EPUB books, so it now reads, highlights and remembers your PDFs and EPUBs. EPUB books Open an .epub the same way as a PDF: from the Open dialog, the command line, by dropping it on the window, or from the li

An inventory export screen sends skus: [] after the user clears a selection. An adapter interprets an empty list as “no filter” and requests all stock. The interface intended to select nothing; the downstream request selected everything. Give those intentions separate representat

The Trap of the Perfect Plan Imagine spending six months building the perfect tech product. Your engineering team works nights and weekends. The code is pristine. The architecture is infinitely scalable. You launch it, expecting massive adoption. Then, reality hits hard: the mark

A backup job should be judged by a measured restore drill, because a successful object upload says nothing about whether the application can recover within its recovery objectives. Start with an isolated restore, a bounded verification query set, and an alert on the age of the la

The first time you run gha_ctl monitor all , the output can look overwhelming. It is tempting to scroll to the last line and assume that the summary tells the whole story. But GBase Database(GBase 8c) organizes its cluster monitoring output into four component tables plus a DCS h

Al terminar, Claude Code en una terminal y Codex en otra tienen cada uno un handle de osFoundry . Claude Code puede ver que @bob-codex está trabajando en la migración de orders, mandarle una pregunta directa y esperar la respuesta sin que tengas que copiar texto entre dos ventana

When an AI tool stages an empty room, the furniture is the easy part to judge. The hard part is whether the room itself is still the same room. If a window shrank or a wall moved by a hand's width, a buyer will notice at the showing, even if the sofa looks great. This post descri

Claude Code reads files to help you. That is great, until the file is .env, a private key, or a cloud credentials folder. Permission deny rules let you block those reads outright. Minimal deny list In .claude/settings.json (shared with the team) or settings.local.json (personal),

I often leave my desk with a long Claude Code task half done. Claude has a feature called remote control, which lets you drive a session from the Claude app. But claude remote-control must first start in a terminal on the right machine, in the right folder. From a phone, that mea

Two things break at once when agents write most of the code. The number of changes goes up, and each change gets smaller, so the total surface a team has to judge grows while any single diff looks less worth a slow read. The reflex is to make review faster. That does not scale, b

I've been using AI coding tools like Codex and Claude Code quite a lot. They're incredibly useful, but there's one small thing that kept interrupting my workflow. Checking usage limits. Every time I wanted to know how much usage I had left or when my limits would reset, I had to

Streaming VR plus net : ce que ça change quand l'objet à l'écran est une protéine Valve a publié une mise à jour bêta de SteamVR qui améliore la qualité d'image transmise à tous les casques autonomes compatibles Steam Link : Meta Quest, HTC Vive Focus, PICO. Steam Link diffuse sa

We’re opening the code of La France en Débat, a civic platform where citizens debate, propose measures and track official commitments, with strict moderation (no insults, threats or hate) and public ranking algorithms. Stack: Symfony 6.4 / PHP 8.2 / Bootstrap 5. License: AGPL-3.0

"What did I miss on Telegram today?" sounds like the perfect question for an AI assistant. As of November 2026, neither Claude nor ChatGPT has a built-in Telegram connector, and most Telegram integrations you will find don't answer that question at all. Here is why, and what work