DGTR proposes 2-year curbs on soda ash imports

Microsoft Offers Buyouts to About 60,000 Employees Amid AI Spending

Microsoft has offered buyout packages to roughly 60,000 of its employees. The move comes as the company invests billions of dollars into artificial intelligence. Staff were already feeling uneasy before the offer was announced. The article presents the buyouts as a development that has heightened tension within the company's workforce.

Three Karmabhoomi Express coaches gutted by fire in Punjab's Patiala district

A fire broke out in three coaches of the Karmabhoomi Express in Patiala district, Punjab, on Friday around 1 pm. The flames spread rapidly, alarming passengers on board. Railway officials and emergency teams responded to the scene to control the blaze. A short circuit is suspected to be the cause. No passengers were injured, and arrangements were made to continue their journeys by other means.

Creator Heyitsyoon Posts Videos That Reveal the Ending Up Front

Many social media videos hold back their key details until the very end. A content creator known as Heyitsyoon takes a different approach by cutting out the filler. The format is designed so viewers do not have to sit through a long build-up to learn the outcome. The article presents this as a response to slow-paced TikTok content.

Gold on Dhanteras and Diwali: How much to buy and what the alternatives are

The article argues that investors should first decide whether gold belongs in their portfolio before buying it. It notes that gold has recently outperformed equities. However, the metal has also fallen about 22% from its January 2026 peak. The piece frames this as a reason to weigh key factors before committing money to gold during the festive season. It also points to alternative options investors may consider.

Indian-American DOJ civil rights chief Harmeet Dhillon resigns after GOP midterm losses

Harmeet Dhillon, the Indian-American head of the Justice Department's Civil Rights Division, has announced her resignation. Her departure follows a sharp Republican defeat in the midterm elections. The article provided contains no further details, so the timing, stated reasons, and successor arrangements cannot be confirmed here. Coverage of the move comes from the Times of India, which reported the development under this headline.

Court Upholds New York City's Second-Home Tax as Mamdani Addresses Residents

An appeals court has ruled that New York City can continue implementing its tax on second homes, a decision favorable to Mayor Zohran Mamdani. The tax applies to high-value properties and is intended to generate substantial revenue for the city. Some homeowners had raised concerns about confusion surrounding how the tax was being rolled out. The measure had previously been challenged in court, and legal disputes over it are continuing.

Musk Signals Cybertruck May Be Winding Down as Tesla Shifts Focus to Cybercab

Elon Musk has appeared to signal the end of the road for the Cybertruck, Tesla's electric pickup. According to the report, the move is intended to free up production capacity for the Cybercab, a driverless autonomous taxi. The article offers few additional details beyond Musk's stated rationale. The source material is brief, so further context on timing or scale is not available here.

Musk Criticizes SoftBank Over Stargate AI Data Center Payments

Elon Musk has publicly faulted Japanese firm SoftBank for failing to meet payment obligations tied to turbine orders. The payments relate to Stargate, a planned $500 billion network of AI data centers. Major investors support the project, but Musk voiced doubts about SoftBank's financial commitment. Sam Altman of OpenAI responded by defending the significance of Stargate. The exchange reflects the growing rivalry between the two tech figures.

Gold buying power for Rs 50,000 to Rs 5 lakh: what your budget gets you

Economic Times has published a breakdown of how much gold a buyer can purchase across budgets ranging from Rs 50,000 to Rs 5 lakh. The piece is aimed at helping consumers understand the quantity of gold their money can secure at current prices. It frames the comparison around a range of entry-level to higher-value purchases. The article itself was not provided in the source text, so the specific figures and price assumptions cannot be verified here.

CogniPrep adds three hub pages explaining assessment tests to new users

CogniPrep recently launched three hub pages aimed at people unfamiliar with assessment vendors. Two cover the same subject for different markets: a British English page on psychometric tests for UK graduate schemes, and a US English page on pre-employment tests organised by role type. A third page covers game-based assessments across vendors and is market-neutral. The author notes the two regional pages differ in substance, not just in a find-and-replace of spelling. Some shared components, such as footer labels, URL slugs and schema.org markup, still carry mixed spelling because regional pages cannot override them.

Munchable adds an eighth condition, exposing how hardcoded counts drifted out of sync

Munchable, a tool that checks packaged food against digestive-condition rule sets, expanded from seven conditions to eight. A single commit touched 63 files, and a dozen of the changes were one-line edits replacing the spelled-out word "seven" in copy across the app, docs, and shared packages. The author notes the number had been scattered through the codebase as literal text rather than derived from the data. A test checking the phrase also hardcoded "seven", so it kept passing despite the copy becoming wrong. The fix was to compute the count from the condition registry and have the tests import the same constant the pages render.

Bitcoin climbs back above $76,000 as ETFs record $430 million in outflows

Bitcoin regained the $76,000 level on Friday after slipping beneath it during Thursday's sell-off in technology stocks. Spot bitcoin exchange-traded funds reportedly saw about $430 million in net outflows over the same period. The price swings reflected broader risk-off sentiment that hit tech shares and spilled over into crypto markets. The article indicates the rebound came as the sharp decline showed signs of stabilizing.

Header Normalization Can Create Column Collisions in Order CSV Files

An order file containing both 'Order ID' and 'order_id' can become ambiguous if header names are trimmed and normalized before lookup construction. When two columns map to the same key, the value used for an order reference may depend on which column overwrote the other. The proposed remedy is to validate the full header set before mapping rows, rejecting ambiguous normalized names outright. The author, of YX Fulfillment, presents a JavaScript example that applies NFKC normalization, trimming, lowercasing, and whitespace-to-underscore replacement, and throws on duplicate keys or missing required fields. The example is described as an independent file-adapter check rather than a production connector.

Developer builds Bakeoff on Switch to pick one of several competing pull requests

A developer ran the Switch agent platform headless on a small cloud server to help a team choose among several AI-generated pull requests for the same issue. Switch's maintainer had said only one PR would be selected per issue, after a hackathon left its repository with nearly 400 open PRs. The developer's tool, Bakeoff, opens a Switch chat room whenever two or more PRs reference the same issue, where two agents from different vendors review each diff against the issue's checklist. A maintainer then picks a winner, a person approves the merge through an approval card, and the other PRs receive notes listing the checklist items they missed. The post walks first-time users through Switch's setup, including Docker Compose configuration, agent enrollment, and agent roles, and describes several snags encountered along the way.

Revenue rankings need cadence-aware data, not just ticker keys

A revenue ranking can shift after a data join even before companies publish new results, which is a risk when account priorities are set for an upcoming deadline. Annual and quarterly financial statements cover different reporting windows and are collected through separate paths, so flattening them together can cause scoring jobs to rank the wrong accounts. The recommended approach is to start with a bounded watchlist, disable unrelated collections, and request both cadences so that scoring policy, not collection, decides which to use. The guidance also separates starting a fresh data collection from replaying ingestion into a database, using a source run identifier only when repairing stored data. Because a full dataset download's memory cost grows with size, large watchlists should use paginated ingestion, and a finished run does not guarantee every requested account has usable financials.

FIDO2 Security Keys vs Passkeys: How Their Modes and Attestation Differ for AAL3

Security key deployments involve three separate choices: how the key is used, how the server identifies it, and what the user sees during interaction. The relying party controls the key's behavior through the options it passes to navigator.credentials.create(), notably residentKey and userVerification settings. Both U2F-style second-factor and passkey-style on-key modes can meet NIST AAL3 at the authenticator level, though the full authentication process must also satisfy FIPS 140 validation and related requirements. Synced passkeys do not qualify because their keys are exportable, and attestation remains the only reliable way for a server to confirm genuine hardware. Attestation formats vary by key and browser, so verifiers must handle both fido-u2f and packed formats, using AAGUIDs or certificate key IDs for FIDO Metadata Service lookups; in the cited data, 81% of attested security key registrations passed the checks.

Managing Client Form Submissions Across Websites Without a Custom Backend

Freelance developers and agencies often end up building a separate backend for every client's contact form, which quickly becomes hard to maintain. The article argues that routing submissions to the right inbox, storing past enquiries, and keeping clients' data apart is the real challenge after the frontend is done. It proposes using a hosted form backend, Formgrid, so each website posts to its own endpoint without deploying a new API. The suggested setup uses a separate project per client, a dedicated form per workflow, client-specific notifications, and end-to-end testing. The approach suits brochure sites and simple enquiry forms but may not fit complex bookings or regulated data.

Python-Skript durchsucht Google Patents ohne API-Schlüssel

Google Patents bietet keine offizielle API, und die kostenlosen offiziellen Schnittstellen wie PatentsView decken nur einzelne Patentämter ab. Die Website lädt ihre Suchergebnisse jedoch über einen JSON-Endpunkt, der normale HTTP-Anfragen ohne Schlüssel beantwortet. Der Artikel zeigt eine Python-Implementierung nur mit der Standardbibliothek, inklusive verfügbarer Filter und der Struktur der Antwort. Die Treffer enthalten HTML-kodierte Texte, die sich mit einem regulären Ausdruck und html.unescape bereinigen lassen. Außerdem erscheinen fremdsprachige Patente mit maschinell übersetzten Titeln, weshalb die Suchbegriffe und Ergebnisse kritisch geprüft werden sollten.

CogniPrep Publishes 291 Employer Assessment Profiles, Including 44 Recording No Findings

CogniPrep, a test-preparation site, has built 291 employer profiles describing which assessments candidates may face, supported by 301 citations from 132 domains. Each claim is recorded in a structured evidence type, with the ability to flag undated sources and archived links. Of the profiles, 44 contain no usable findings, and these are documented deliberately so that others do not repeat the same search. Sixteen profiles name an employer's own or vendor instrument that the site does not simulate, so candidates know what to expect without a practice product. The author also notes that the stated confidence rules do not match the actual grading pattern, and that the definition needs correcting.