NTA removes 50+ staff after UGC-NET errors

Cursor Launches Origin, Its Own Git-Based Code Hosting Platform

Cursor, the AI-powered code editor, has introduced Origin, a new code hosting service positioned as an alternative to GitHub. The launch was announced via Cursor's official changelog page. Origin appears to integrate directly with Cursor's existing development environment, offering a tightly coupled coding and hosting experience. The move signals Cursor's ambition to expand beyond its editor roots into broader developer infrastructure. The announcement garnered attention on Hacker News, drawing early community discussion about its potential impact on the code hosting market.

St-core.fscss Lets Developers Build Line Charts Using Pure CSS Alone

St-core.fscss is an open-source charting library that renders multi-line charts without JavaScript, SVG, or Canvas. It relies on CSS custom properties for data points, clip-path polygons for line shapes, and FSCSS mixins to generate the required styles at compile or runtime. Developers declare a single renderer and assign up to eight Y-axis data points per line using CSS variables on a 0–100 scale. Because data is stored in CSS properties, lines can be updated dynamically via JavaScript's setProperty, triggering automatic browser repaints with no charting library overhead. The project is available on GitHub and aims to deliver an extremely lightweight, near-zero JS runtime charting solution.

Dev Packages Reusable FastAPI Pattern From Side Project Into Sellable Tool

A backend developer built Materia AI to address menu and inventory management challenges observed during his time working as a waiter. While developing the product, he noticed that his FastAPI structure and AI service layer had standalone value, so he extracted and packaged it separately. He trimmed the product description to reflect only what the code actually does, finding that honesty felt more defensible than over-promising features. Writing clear documentation for unfamiliar users helped him articulate the real value proposition: pre-made architectural decisions, not just boilerplate code. He launched at a low price point deliberately, prioritising user feedback over revenue optimisation in the early stage.

Dev builds Vedic astrology SaaS on Cloudflare Workers with real ephemeris math and AI fallback

A developer built AstroMystra, a Next.js astrology app hosted on Cloudflare Workers that performs genuine planetary position calculations for both Vedic and Western charts, rather than relying on simple lookup tables. The app uses the astronomy-engine library for tropical longitudes and applies a documented linear approximation of the Lahiri ayanamsa to derive sidereal positions for Vedic charts. AI-generated readings are produced from the calculated chart data via Google's Gemini API, which operates under a 15-requests-per-minute free-tier limit. To handle rate-limit overloads gracefully, the app implements a typed error class and an automatic model fallback chain instead of a generic catch-all error handler. The developer also documented the precision trade-offs of the linear ayanamsa approximation, noting it is sufficient for sign and nakshatra-level astrology but not for arcsecond-precision research.

How DailyWatch Replaced 4 REST Calls with One GraphQL API to Cut Load Times

DailyWatch, a video platform, was making Android clients fire four separate HTTP requests per search screen, returning 41-column database rows when only 6 fields were needed, pushing load times to 2.4 seconds on 3G. To fix over-fetching, latency chaining, and cache fragmentation, the team built a read-only GraphQL sidecar using Strawberry and FastAPI, pointing it at the same SQLite file used by their existing PHP monolith. The sidecar runs as a separate process, meaning the main website continues serving HTML unaffected if the GraphQL layer fails. Key engineering challenges addressed included schema design against an FTS5 index, eliminating N+1 queries with DataLoader, enforcing cost limits, and making a POST-based protocol cacheable at the CDN edge. The approach reduced wire payload from roughly 180 KB to the ~20 KB actually needed to render the screen.

A Beginner's Guide to Java: Core Concepts Explained Simply

A developer learning Core Java through the Telusko video series documented eight foundational questions that arose during their first lesson. The article covers key topics including Java's role in enterprise software, the Java Virtual Machine (JVM), and the Write Once Run Anywhere (WORA) principle. Java's widespread use in sectors like banking, healthcare, and e-commerce is attributed to its portability, mature ecosystem, and suitability for large-scale codebases. The piece also touches on JVM-based languages, Java's release cadence, and the origins of Java at Sun Microsystems under James Gosling before Oracle's acquisition. The author aims to explain not just definitions but the reasoning behind each concept, targeting beginners who want deeper understanding rather than rote answers.

Docker Can Silently Bypass UFW Firewall Rules, Exposing Container Ports Publicly

A known but widely overlooked security flaw causes Docker to bypass UFW firewall rules on Linux servers, leaving container ports exposed to the public internet even when UFW is configured to block them. The issue stems from Docker injecting its own iptables rules at startup, which take precedence over UFW's deny rules before they are evaluated. As a result, services like admin dashboards mapped to ports such as 8080 remain publicly accessible despite firewall restrictions. The fix involves appending a custom iptables configuration block to UFW's after.rules file and reloading the firewall, which forces Docker traffic through a chain that respects UFW rules. Once applied, standard UFW commands can be used to control container port access, including restricting specific ports to trusted IP addresses only.

Putin to attack NATO member soon?

BJP Names Deepak Mhaskey as New IT Cell Head, Succeeding Amit Malviya

The BJP has appointed Deepak Mhaskey as the new head of its IT Cell, replacing the outgoing Amit Malviya. Mhaskey is said to have roots in Raipur, Chhattisgarh, and is associated with senior BJP leadership in the state. Prior to his political role, he reportedly has a background in education, specifically in the field of chemistry. The appointment marks a significant leadership change in the party's digital and social media operations wing.

OpenSearch and OpenTelemetry Now Offer Full Observability for AI Agent Traces

Debugging AI agents has long been difficult because traditional APM tools track HTTP latency and error rates but cannot capture multi-step reasoning, tool calls, or token usage. OpenTelemetry has introduced generative AI semantic conventions that standardize how LLM operations—including model calls, tool invocations, and agent steps—are recorded as structured spans. A GenAI SDK for Python and TypeScript supports popular frameworks such as LangGraph, CrewAI, and the OpenAI Agents SDK, and integrates with providers like OpenAI, Anthropic, and Amazon Bedrock with minimal code changes. Amazon OpenSearch Service provides a unified stack to collect, store, query, and visualize these traces, linking every step of an agent's execution through a shared trace ID. Together, these tools allow developers to attribute token costs, diagnose routing decisions, and measure per-step latency across complex agentic workflows without manual log reconstruction.

Buy Your Friends Batteries

Article URL: https://domenkozar.com/2026/08/17/buy-your-friends-batteries/ Comments URL: https://news.ycombinator.com/item?id=49333932 Points: 3 # Comments: 2

Jharkhand Cancels All Exams Conducted by TDPL Since 2014

The Jharkhand state cabinet has announced the cancellation of all examinations conducted by TSR Data Processing Pvt Ltd (TDPL) since 2014. Chief Minister Hemant Soren made the announcement following a cabinet meeting. The decision affects a significant number of recruitment examinations held over the past decade. The move appears to be part of a broader government review of the exam conducting agency's operations in the state.

Analogue Pocket teams up with Supreme for gold and red metallic editions

Analogue has partnered with streetwear brand Supreme to release special metallic versions of its Pocket handheld gaming device. The limited-edition units will come in 24K gold-plated and custom red glossy finishes, both featuring Supreme branding on the front and back. The handhelds are part of Supreme's fall/winter 2026 collection and are made from unibody aluminum. No pricing has been announced yet, though the standard Analogue Pocket retails for $239.99.

BitMart Founder Denies Audit Calls Amid Reports of Blocked Funds, Unpaid Staff

BitMart founder Sheldon Lee has dismissed growing demands for a financial audit of the cryptocurrency exchange. Lee claimed that a Chinese-language account on X spreading allegations about the platform had been hacked and was not a legitimate source. Users have reported being unable to access their funds, while separate claims of unpaid employees have added to concerns. The community is calling on BitMart to publicly disclose its wallet holdings, assets, and liabilities to verify its financial health.

Beckhams win approval for lake lights and hot tub at Cotswolds estate

David and Victoria Beckham have received planning permission for several outdoor additions at their £6.15 million Cotswolds property. The approved plans include decorative lake illuminations, a hot tub, and a firepit. The application faced objections, notably from a critic based in Australia, but was ultimately granted. Approval came with conditions, including a prohibition on motorised boats on the lake. Use of the firepit will also be restricted during bird-nesting season to protect local wildlife.

Amazon reportedly destroying rare books to use as AI training data

Amazon, originally founded as an online bookseller, is now reportedly destroying rare books to use as training data for large language models. Rare and out-of-print books are considered highly valuable for AI training because much of their content is not available on the internet. LLMs benefit from such offline material as it expands the breadth and diversity of their training datasets. The move has drawn attention given Amazon's origins as a bookseller and the irreplaceable nature of rare literary works.

Sonos App Update Brings iOS Live Activities Support for iPhone Lock Screen

Sonos has released a mobile app update that adds support for iOS Live Activities, a feature users had long been requesting. iPhone users can now access basic playback controls and details directly from their lock screen while listening to music or podcasts. The update eliminates the need to fully unlock the device and open the Sonos app to manage playback. However, some features such as album art display are not yet included in the Live Activities interface. Sonos announced the update via a Reddit post, which was subsequently highlighted by 9to5Mac.

Sun Clock

Article URL: https://sunclock.net/ Comments URL: https://news.ycombinator.com/item?id=49333824 Points: 11 # Comments: 5

ICRA sees India GDP growth at 7% in Q1 FY27