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GitHub - dreddnafious/thereisnospoon: A machine learning primer built from first principles. For engineers who want to reason about ML systems the way they reason about software systems.

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How to Evaluate a Binary Classifier: A Complete Guide

You trained a machine learning model to predict something binary: fraud or not fraud, churn or stay, disease or healthy. Now comes the question every data sc...

Most SMS APIs hide routing — I don’t

Most SMS providers hide routing. You send a message, and something happens behind the scenes. You don’t know: which route is used why delivery changes how pr...

What Is AI Execution Risk? Why AI Governance Fails at the Execution Boundary

Most discussions about AI governance miss where real failures actually happen. The problem isn’t what AI systems think. It’s what they execute. This is what’...

How will the Houthis’ involvement shape the war?

The Yemeni group has launched missiles towards Israel in support of Iran.

Iran accuses US of plotting ground attack, as Israel steps up bombardment

Power being restored after Iran's Ministry of Energy reported outages in the capital, Tehran following attacks.

European nations criticise Israel’s death penalty plans

France, Germany, Italy and the United Kingdom raise concern over 'de facto discriminatory character of the bill.'

Karoline Leavitt called out the critics as people who “never built anything.”

Arsenal's Myles Lewis-Skelly’s talent remains, but his once-clear path to stardom is now crowded. Now, his previous trolling of a top star looks misguided.

No. 1 UConn advances to the Final Four after defeating No. 6 Notre Dame, 70-52, with postgame insights, key performances, and what’s next in March Madness.

A routine pre-race show Sunday turned into a career milestone as Kevin Harvick learned he’s officially on the NASCAR Hall of Fame Class of 2027 ballot.

Devin Haney called Moses Itauma "the next guy" after his KO of Franklin. Helwani and ESPN's Hale also endorsed him. What's next.

“They Will Kill You,” a horror comedy starring Zazie Beetz, Patricia Arquette and Tom Felton, is new in theaters. How soon will the movie come to streaming?

Twilio vs Vonage vs Plivo for AI Agents — AN Score Comparison

$TWILIO_BODY

80,000 Lines of Code in 51 Days

Four open-source workflow commands, the counterintuitive lesson behind them, and a question: what does your process look like? Early on, I tried running mult...

Linear vs Jira vs Asana for AI Agents — AN Score Comparison

The short answer Linear wins on API ergonomics — GraphQL-native, typed responses, minimal auth friction. Jira wins on enterprise depth — audit trails, SAML, ...

Auto-Generate PDF Invoices in Your SaaS App with One API Call

Every SaaS app eventually needs to send invoices. And every time, developers reach for a PDF library — pdfkit, puppeteer, jsPDF — and spend days wiring it up...

Building a Project Risk Engine on Top of Notion MCP

This is a submission for the Notion MCP Challenge What I Built Risk Radar reads your Notion project databases, builds a dependency graph in memory, and write...

Scaling Laravel Backends for High-Volume Systems: Lessons from Serving 100,000+ Users in Production

How I reduced API latency by 88%, achieved 99.8% uptime, and scaled a platform from 2,000 to 15,000 concurrent users — without downtime. There is a moment ev...

Visual Regression Testing for Marketing Sites Without Browser Engineering

Marketing sites break visually all the time. Not because teams are careless, but because marketing pages are where fast-moving content, reusable components, ...

Agentic Shell - cli agent adaption layer

Hey folks, TLDR: Spent the today writing an adaptation of cli-agent shell requests, having coded the same across multiple agents on several other projects an...

I Analyzed Glassdoor Data for 45 AI Companies — Here's What I Found

I spent the last few months building a database of culture data for every major AI company — Glassdoor ratings, work-life balance scores, culture values, and...