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2+ min ago (182+ words) Pytest is already one of the best testing frameworks in Python'but its default output is plain, and sometimes difficult to parse when you're running a large test suite. If you've ever squinted at a wall of plain-text failures, or wished your test results had more color, structure, or interactivity" you're in the right place. In this guide, we'll explore: Whether you're a Django, FastAPI, data, or backend developer'this guide will dramatically improve your testing experience. So let's fix that. Here are the most impactful pytest plugins for improving output: Best for: developers who want maximum readability Works beautifully with Django. Ideal for long test suites. Now failures appear AS SOON AS THEY HAPPEN, not after all tests complete. Gives a super-short summary of test results. Perfect for CI dashboards. CI can attach the HTML/Markdown output. Produces a professional HTML…...

2+ min ago (893+ words) The Bureaucratic Myth: Every bureaucracy worldwide shelters a small elite of the nation's finest, most qualified, and most productive minds. Yet the sluggish culture suppresses and often crushes them. Innovative impulses are grounded by institutionalized inertia and corruption, while the giant centipede crawls, constantly seeking rocks to hide under. Colonial-era bureaucracies once blossomed; today we need streamlined, hyper-efficient ones. With artificial intelligence, this is finally possible: eliminate 90 per cent of fat and 90 per cent of cost and gain 1,000 times the speed and accuracy. Bureaucracies must evolve into super efficiency clusters under disciplined control, just like an intensive-care medical team saving a nation. No nation survives long-term without: The Anti-Job Creation Syndrome The old economic measurement system is clearly broken across nearly 100 "free" economies. There is no need to fix it, scrap it altogether. Adopt modern, AI-centric measurement systems and mandate…...

2+ min ago (193+ words) The Maharashtra government, in collaboration with Brookfield Corporation, will build Asia's biggest Global Capacity Centre (GCC) worth an investment of over $1 billion, said Chief Minister Devendra Fadnavis at Jio World Centre on Friday. The Memorandum of Understanding for the same will be signed soon. In line with the state government's ambition to make Maharashtra the "GCC-capital," Fadnavis said the 2 million square feet GCC will employ 15,000 people directly and 30,000 people indirectly. "We have just discussed an important project to set up the biggest GCC in Asia or maybe the world in collaboration with Brookfield. The investment will be more than $1 billion. The GCC will be nearly 2 million square feet, employing 45,000 people in total. We want to make Maharashtra a GCC-capital. We will soon sign an MoU," said Fadnavis. WeWork workspace solutions company had earlier told businessline it expects India's GCC workforce…...

3+ min ago (92+ words) Tech fell behind. The Dow industrials surged a day after a Federal Reserve move viewed by some as a "dovish" rate cut. The Dow added 646 points, or 1.3%, to close at a record. The S&P 500 added just 0. Oops, something went wrong Heard on the Street Thursday Recap: Oracle's Outlook Tech fell behind. The Dow industrials surged a day after a Federal Reserve move viewed by some as a "dovish" rate cut. The Dow added 646 points, or 1.3%, to close at a record. The S&P 500 added just 0....

3+ min ago (369+ words) As AI systems evolve from single models into networks of autonomous agents, a new problem becomes increasingly visible. It is no longer only about how capable an AI model is. The deeper question is: How do multiple AI systems agree on meaning, identity, and truth across different platforms? This article shares a real-world experiment called Canonical Funnel Economy (CFE) " an attempt to design a shared meaning root and connect it to a practical go-to-market stack, using technologies that already exist today. We often talk about data pipelines, model architecture, and inference speed. But when multiple AI agents interact, something more subtle breaks first: semantic consistency. The same term, label, or concept can drift depending on: This semantic drift creates trust issues that cannot be solved by model accuracy alone. If AI systems are going to cooperate at scale, they need…...

3+ min ago (1206+ words) Look, I'm going to be honest here. I get pitched on finance technology constantly. Every vendor says their thing is revolutionary. Most of it isn't. But agentic AI in finance and accounting? This is actually different. This is the first time in years I've seen something that genuinely changes how accounting departments operate. The problem is nobody's really talking about what's actually happening in real accounting departments. They're talking about the theory. They're talking about what's possible. But the actual implementations? The real problems they're solving? That's where it gets interesting. I have a friend who works as a controller at a supply chain company. We grab coffee maybe once a quarter. Last time we met, she was exhausted. Not tired-busy. Exhausted. She told me they'd just finished month-end close and it took seventeen days. Seventeen days to close the…...

4+ min ago (787+ words) Revolut and Trust Wallet just unlocked zero-fee crypto in Europe, and early investors are eyeing DeepSnitch AI. With 80% gains in presale, it's the best crypto to invest in before 2026. Trust Wallet just joined forces with Revolut to give European users zero'fee crypto purchases directly inside the app. With Revolut freshly approved under MiCA and now Europe's most valuable private tech company, this partnership marks the biggest upgrades in years. But this also opens the door for institutions and new retail entrants to explore early'stage opportunities, projects with far higher upside than large caps like LUNC or Solana. That's why DeepSnitch AI pulled in over $760K and rallied nearly 80% in its presale. Investors are betting big on its AI'powered trading ecosystem and its 100M+ potential user base, saying DSNT is the best crypto to invest in 2025. Trust Wallet has integrated with Revolut to…...

4+ min ago (365+ words) New multifaceted AI integrates MRI and clinical data, crucially analyzes tumor texture and breast symmetry, identifying early breast cancer recurrence risk. An advanced multimodal AI signified breast cancer recurrence risk regimentation for up to 15 years for most common type of breast cancers such as HR positive and HER2 negative. The findings were according to new research presented at the San Antonio Breast Cancer Symposium (SABCS 2025). The main goal of oncology AI is to overcome the limitations of current breast cancer tests like Oncotype DX, which is ineffective in predicting the recurrence risk beyond five years. This new AI provides superior and non-invasive approach for breast cancer risk assessment. Integrating Pathology and Clinical Data for Recurrence Prediction "We developed an AI model that evaluates both the images of digitized slides used for routine pathologic assessment, plus the molecular and clinical characteristics of…...

5+ min ago (1253+ words) Alphabet Inc.s Class C stock (NASDAQ: GOOG) is under the microscope on December 12, 2025, as investors weigh a fast-moving mix of AI competition, regulatory headlines in the EU and U.S., and Waymo safety scrutiny'all against the backdrop of a market thats turning more selective about the payoff timeline for Big Techs AI spending. [1] GOOG closed at $313.70 on Dec. 11 after swinging between roughly $309.88 and $321.99, and it was indicated modestly higher in premarket trading early Dec. 12 (delayed quote) as traders digested fresh headlines. [2] For investors, the key point is simple: GOOG is a direct way to own Alphabets financial performance, but not a way to influence corporate votes. OpenAIs launch of GPT5.2 is being framed as a step-change upgrade, particularly for professional workflows (coding and productivity tasks), and it arrives with a headline partnership: Disneys $1 billion investment in OpenAI and licensing arrangement around IP…...

6+ min ago (812+ words) This detailed blog breaks everything down clearly and simply. You'll learn how the Lemon Law works, why you might need legal help, how respected firms in California handle lemon cases, and what steps to take if your car is giving you endless trouble. The goal is to give you confidence, clarity, and peace of mind" all in plain language. The California Lemon Law exists to protect vehicle owners when a car, truck, motorcycle, or other vehicle has a serious defect that cannot be repaired after a reasonable number of attempts. The law is part of the Song-Beverly Consumer Warranty Act and focuses on whether the vehicle meets the quality and performance standards promised under warranty. In simple words: If your vehicle keeps failing for the same problem and the dealership or manufacturer cannot fix it, the vehicle may be considered…...