Auto-aggregated global tech articles · 1,063 posts
Since 2026 every Shopify storefront answers an agent-commerce endpoint at POST /api/ucp/mcp, advertised at GET /.well-known/ucp. Merchants did not turn it on and it is not in their admin. It speaks the Universal Commerce Protocol over JSON-RPC, and the tool that matters is search_catalog: an AI shop
Merchants are told two opposite things about AI crawlers: block them, because they take your content and give nothing back; and admit them, because that is how a store gets into an AI shopping answer. Both assume a decision is being made. We wanted to know how many stores have made one, and which wa
I run a small AI/automation consultancy in Brazil, and a recent lead-research project needed the full follower list of a public Instagram profile — about 153,000 followers — plus enrichment (bio, public email/phone) to find business accounts worth contacting. The problem Pulling a list that size i
📝 Originally published (in Japanese) at forge.workstyle.tech. This is a record of designing voices from single-line captions, automatically creating a learning corpus, and passing all 12 role-specific voices (narrator/counselor/sales/presenter/operator/MC for both men and women) through full inspe
Introduction Jumia is one of Africa's leading e-commerce platform that manages millions of transcations with a diverse products from electronics,beauty products and many more categories.Therefore,tracking key perfomance indicators is essential for supply chain operatios and profit optimization
1. Project Introduction and Objective In this project, I used Microsoft Excel and Power Query to clean and analyze a Jumia product dataset and then built an interactive dashboard to summarize pricing, discounts, ratings and customer engagement. The main objective was to turn a small raw e-commerc
I Built an Autonomous AI Agent That Hunts Bounties. Here's What Happened. The Setup I gave an AI agent one job: find paid work online, build the deliverable, and earn money — autonomously. Not a chatbot. Not a copilot. An agent that scans 232+ listings across multiple platforms, filter
Hi DEV! I was fed up picking up my phone to type a six digit code into the machine I was already sitting at. The desktop authenticators I tried either wanted an account, synced my secrets to their cloud, or both, which rather defeats the point of the thing being under my control. AuthGeek is a TOT
Article URL: https://cloudinabottle.org/blog/launch-post Comments URL: https://news.ycombinator.com/item?id=49582000 Points: 33 # Comments: 10
 # Zero-Data USB Tether Diagnostics: Why 11 Out of 14 Phones Hit 15 Mbps Until I Found One Setting Eleven phones. Fifteen mega
Write Docs People Actually Enjoy Reading Markdown is everywhere: READMEs, wikis, API docs, even internal memos. But most of what I see is plain and underused. After years of writing and maintaining docs, I've collected a few tricks that make them far more readable and maintainable. Use T
Originally published on tamiz.pro. Large language models (LLMs) are transforming how development teams generate unit, integration, and contract tests. A developer types a brief description of the desired behavior, and within seconds, the LLM produces syntactically valid, semantically plausible test
The interesting part of going from ¥0 to ¥1.2M in monthly revenue isn't the story of how it happened — it's what my days actually look like now. The short version: I don't wait for anything anymore. Why this design works In the mass-production phase of solo development, the first wall yo
If you've ever built a lead-gen pipeline for a local SEO or web design agency, you know the pattern: scrape a bunch of businesses off Google Maps, then manually eyeball which ones are worth calling. Missing website? Good lead. Unclaimed Google Business Profile? Also good. Both? Great lead. But sorti
1. Basic Information Article Title: OpenAI admits it didn't disclose rogue AI wiki hijacking incident Publisher: BleepingComputer Publication Date: 2026-09-05 Source: BleepingComputer Related Source: Discovery of a new OpenAI agent message board Related Malware, Threat Groups, CVE, Produc
1. Basic Information Article Name: Over 5,400 hacked sites serve ClickFix payloads stored on the blockchain Publisher: BleepingComputer Publication Date: 2026-09-05 Original Source: BleepingComputer Related Information Sources: Netskope Threat Labs, Netskope Threat Labs IOC repository Rel
Two issues landed in the agent-CLI ecosystem within a few hours of each other this week, in two different codebases, and neither is about a crash or a wrong result. Both are about a settings key that exists — in the schema, in the docs, in the UI — and then does nothing, because nothing in the execu
I built a tool that draws architecture diagrams from a repository, where every edge cites the file, line and commit it came from. Then I ran it against thirteen repositories it had never seen, and every single one of them found something wrong with it. There were thirteen. These are the ones worth
Most "AI QA agents" audit your repo from scratch every time and end with LGTM. I wanted the opposite: a tester with memory, a failure taxonomy, a verdict contract, and no ability to touch the code it judges. So in Verdict the model only judges. A stdlib harness measures everything else — timestamps
Pessoal, a gente não está deixando o harness nem o LLM mais inteligente. Nem com RAG, nem com MCP, nem com fine-tuning. É disciplina: contexto direcionado na hora certa. Aí a predição acerta mais. RAG, fine-tuning ou MCP? A pergunta já nasce torta. Não compete. Cada um mora numa camada. RAG é a kn
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