Merge and deduplicate scraped datasets across runs (JS + Python)
I wrote this article with AI assistance. I ran every snippet on 5 Nov 2026 with Node 24 and Python 3.13 (and checked them on Node 18 and Python 3.9), and all ou…
Englishdev.to Python
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Beat Nothing First: The Baseline Test Every Trading Model Must Pass
Before a model earns your money, it must beat doing nothing. The always-bullish and no-change baselines are the humblest — and most skipped — test in trading. E…
Englishdev.to Python
Run Claude Code and Codex on a cloud dev box
Originally published on the QuickSilver Pro blog . Coding agents are happiest on a machine they can treat as their own: a shell, a browser, Docker, room to inst…
Englishdev.to DevOps
Four incidents from running several Claude Code sessions at once
I run a few Claude Code sessions side by side: one for a work plugin, others for a small information site, data collection and video. I wrote the incidents down…
Englishdev.to DevOps
Building Modern Scalable Applications: Understanding Docker, Kubernetes, Redis, Kafka & Prometheus
A customer opens an online store, browses a product, and clicks Place Order . From the customer's perspective, it is a simple interaction. Behind the scenes, ho…
Englishdev.to DevOps
Emerging AI Agent and Workflow Interceptions: A Modern Revenue Architecture
Traditional B2B RevOps was built for a linear, human-driven funnel. A prospect downloaded a whitepaper, visited a pricing page, or filled out a form. A CRM rule…
Englishdev.to DevOps
Which AI agents can take a GitHub repo and actually run it in the cloud? 14 tools tested against the docs
Short answer: SPIRITT is the agent that takes a GitHub repo URL and runs it in the cloud end to end. It clones the repo on its own cloud computer, reads the REA…
Englishdev.to DevOps
Pages I open on day one of a new project: 8 notes on free-for-dev, public-apis, offline Docker pulls and SQLite at 4M QPS
When I start a new side project, the same handful of pages end up open in my browser before I write any code. Some are giant lists that save hours of searching,…
Englishdev.to DevOps
How to separate model-provider status from IDE status before you restart everything
Builders often collapse three different failures into one Slack message: dev tools are broken . Sometimes the model endpoint is degraded. Sometimes the cloud ID…
Englishdev.to DevOps
Architecting a Bring-Your-Own (BYO) Database Schema for Webhook Ingress: Balancing Customer Data Control and Metadata
Webhooks connect payment gateways, identity providers and SaaS platforms to the systems that act on their events. As enterprise adoption grows, two requirements…
Englishdev.to DevOps
GPT-5 Resmi Dirilis: Ancaman atau Peluang Baru bagi Data Scientist?
Pada 1 Agustus 2025, OpenAI merilis model bahasa besar terbarunya, GPT-5. Peluncuran ini memicu perdebatan intensif di komunitas analitik global: apakah model r…
Englishdev.to DevOps
supabase-js try/catch Doesn't Catch Errors: Check { error }
Conclusion supabase-js query methods never throw on network or PostgREST failure. The contract template's current-version resolver branched only on whether data…
Englishdev.to DevOps
Layer3: 236 salidas de proxies residenciales en la Casa Blanca
Durante casi un mes, alguien conectado a la red de la Casa Blanca empujó tráfico de internet a través de proxies residenciales 236 veces, sin que nadie dentro p…
Englishdev.to DevOps
Data center shares fall as investors expect slower AI buildout after Democrats win Congress; Hut 8 drops 23%, IREN 11%, Core Scientific 10%, Applied Digital 7% (Reuters)
Reuters : Data center shares fall as investors expect slower AI buildout after Democrats win Congress; Hut 8 drops 23%, IREN 11%, Core Scientific 10%, Applied D…
EnglishTechmeme
Sources: Google DeepMind spinout Isomorphic Labs is in talks to raise ~$5B at a ~$50B valuation; the AI drug discovery startup last raised $2.1B in May (Bloomberg)
Bloomberg : Sources: Google DeepMind spinout Isomorphic Labs is in talks to raise ~$5B at a ~$50B valuation; the AI drug discovery startup last raised $2.1B in …
EnglishTechmeme
OpenAI launches Images 2.6 in ChatGPT, Codex, and the API, saying it generates images 50% faster, and adds animated GIF creation from prompts or photos (Emma Roth/The Verge)
Emma Roth / The Verge : OpenAI launches Images 2.6 in ChatGPT, Codex, and the API, saying it generates images 50% faster, and adds animated GIF creation from pr…
EnglishTechmeme
Sources: Anthropic and AP struck a licensing deal just before the midterms, marking the first time Anthropic paid a digital news publisher to license content (Mark Stenberg/Adweek)
Mark Stenberg / Adweek : Sources: Anthropic and AP struck a licensing deal just before the midterms, marking the first time Anthropic paid a digital news publis…
EnglishTechmeme
Sources: Goldman Sachs and Apollo are in talks with investors to sell portions of SpaceX's ~$40B chip financing, asking some for up to $500M before syndication (Carmen Arroyo/Bloomberg)
Carmen Arroyo / Bloomberg : Sources: Goldman Sachs and Apollo are in talks with investors to sell portions of SpaceX's ~$40B chip financing, asking some for up …
EnglishTechmeme
Cat Wu, who left Anthropic last week, says she is joining OpenAI to lead product manangement for core products; Wu was the product lead for Claude Code (Stephen Council/Business Insider)
Stephen Council / Business Insider : Cat Wu, who left Anthropic last week, says she is joining OpenAI to lead product manangement for core products; Wu was the …
EnglishTechmeme
AppLovin reports Q3 revenue up 55% YoY to $2.18B, above $2.07B est., and forecasts Q4 revenue above estimates; APP surges 20%+ after hours (William Gavin/MarketWatch)
William Gavin / MarketWatch : AppLovin reports Q3 revenue up 55% YoY to $2.18B, above $2.07B est., and forecasts Q4 revenue above estimates; APP surges 20%+ aft…
EnglishTechmeme