Gurgaon Woman Biker Narrowly Escapes After Car Cuts Her Off on Golf Course Road

A young woman riding a superbike in Gurgaon was thrown off her vehicle after a Maruti Ciaz allegedly cut across her path on Golf Course Road. She narrowly avoided being struck by oncoming fast-moving traffic following the fall. The entire incident and its aftermath were recorded on an action camera mounted on her bike. The driver of the Maruti Ciaz disputed the woman's version of how the incident unfolded. She subsequently posted the camera footage on social media, bringing the incident to wider public attention.

Gavaskar calls for expanded BCCI advisory body, wants Tendulkar and Dravid involved

Former India captain Sunil Gavaskar has recommended broadening the scope of the BCCI's Cricket Advisory Committee. He believes including legendary former cricketers would bring diverse perspectives to the panel. Gavaskar argues that such a restructured body could better address challenges around domestic and international cricket scheduling. He specifically named icons like Sachin Tendulkar and Rahul Dravid as figures whose involvement would boost the committee's credibility. Gavaskar also stressed the need for a similar advisory framework to be established for women's cricket.

Developer hits $1,310 Google Maps API bill in 48 hours after following Claude AI advice

A developer building a personal database of coffee shops in Mexico racked up a $1,310 bill in under 48 hours after using a script written by Anthropic's Claude AI to query the Google Maps Places API. Claude had advised that the project would comfortably stay within Google's free monthly credits, but the estimate proved incorrect. Unlike many other Google APIs, the Google Maps Platform has no default spending cap, meaning automated scripts can generate unlimited charges without real-time warnings. After weeks of escalation, Google approved a 75% refund of roughly $983, but declined to waive the remaining $327, calling it a final decision. The developer is now urging others to independently verify cloud API pricing and set hard budget limits before running any automated scripts.

PigData Turns 500 Enterprise Scraping Projects Into Self-Serve Developer API

Japanese data extraction firm PigData has launched Scraping AI, a self-serve developer API built on lessons from over 500 enterprise scraping projects for clients including Amazon, Honda, and MUFG. The company identified recurring inefficiencies in its managed service model, where engineers rebuilt identical parsing logic and anti-bot routines from scratch for each client. To address this, PigData engineered a scalable Python-based pipeline using Django REST Framework, Celery, RabbitMQ, and PostgreSQL, capable of handling thousands of concurrent crawling jobs on shared infrastructure. The system features a versioned state-machine architecture that integrates modular crawlers, LLM-based extractors powered by OpenAI and Gemini, and BM25 plus vector ranking. The API was developed and released within six months, offering developers immediate access without the lengthy sales cycles typical of managed enterprise contracts.

How Azure SQL Database, Managed Instance, and SQL VMs Fit into Azure Architecture

Azure SQL workloads can be deployed across three main options — Azure SQL Database, Azure SQL Managed Instance, and SQL Server on Azure Virtual Machines — each offering different levels of infrastructure control. Azure SQL Database operates as a fully managed PaaS service, where Microsoft handles patching, backups, upgrades, and failure recovery automatically. The Hyperscale tier takes this further by separating compute from storage using page servers, a log service, and replicas, enabling independent scaling and faster backup and restore. Security in Azure SQL is layered, spanning network controls, authentication, authorization, and data protection rather than being a single feature. These architectural concepts are central to Microsoft's DP-300 database administration certification, which covers all three Azure SQL deployment models alongside on-premises SQL Server.

Poor Agency Coordination Leaves Delhi Roads in Repeated Dig-and-Repair Cycle

Delhi's roads are frequently damaged due to multiple government agencies digging up the same stretches to lay cables, pipelines, and other utilities. The absence of effective coordination among these agencies means that freshly repaired roads are often excavated again shortly after. This repeated cycle of digging and patching significantly degrades road quality and reduces their long-term durability. The problem highlights a systemic gap in urban infrastructure planning across the capital.

Developer Tool Offers 30 Pre-Built Domain Templates to Speed Up LLM Knowledge Base Setup

A developer tool called Synthadoc has introduced 30 domain-specific templates designed to eliminate the structural setup phase when building LLM-powered knowledge bases. Each template provides a pre-configured skeleton covering query routing, agent guidelines, and stub pages tailored to domains such as clinical healthcare, compliance, and DevOps. The tool aims to address a common bottleneck where teams spend weeks debating knowledge architecture before any content is captured, often leading to poorly structured ingestion. A single install command deploys six structural components, including routing tables and AI assistant configuration files that make tools like Claude Code or Gemini CLI immediately domain-aware. The templates do not include actual content but instead define how knowledge should be organized, ingested, and queried within a specific field.

Google Adds Deep Research to Gemini Live, Enabling Voice-Driven Research

Google has integrated its Deep Research feature into Gemini Live, allowing users to request and discuss in-depth research reports through voice conversations. The update, announced as part of Google's Back to School 2026 event, is designed for users who need to conduct research while on the move, away from a keyboard. Unlike a static report output, Gemini Live lets users initiate a research query and then verbally explore the findings within the same conversation. Deep Research originally launched as a standalone Gemini Advanced feature in 2024 and later expanded into Deep Research Max in 2026 before arriving in the voice interface. Notably, some Gemini features such as Gems and Notebooks remain unavailable during active Live sessions.

Supreme Court upholds block on Trump's mail-in ballot restrictions

The US Supreme Court has rejected the Trump administration's request to reinstate new restrictions on mail-in ballots. The administration had sought to overturn a temporary block imposed by a federal judge on the proposed rules. The court's decision means the federal judge's order remains in place for now. The ruling is a setback for the Trump administration's efforts to tighten mail-in voting regulations.

Seven-day audit of WordPress news site reveals cache queue, hidden image as real CWV culprits

A developer spent seven days measuring Core Web Vitals on a shared-hosting WordPress news portal in Guarapari, Brazil, between September 6–14, 2026. The site was failing Google's mobile CWV threshold, with its Largest Contentful Paint clocking 2.8 seconds against a 2.5-second limit, blocking eligibility for Google Discover traffic. Three root causes were identified that did not appear in Google's standard diagnostics: a cache plugin's pre-load queue was consuming server resources around the clock, an archive of older articles — not the homepage — was determining field scores because each new publication flushed the entire site cache, and a CSS-hidden featured image was silently downloading 24 KB at high priority while competing with the visible photo. PageSpeed Insights flagged two images for missing size attributes, but controlled browser testing showed both cases were false positives, as layout space was already reserved via width and height attributes.

Thousands of Turtles Swarm Mexico's La Escobilla Beach in Mass Nesting Event

A large-scale mass nesting event has brought thousands of turtles to La Escobilla beach in the Mexican state of Oaxaca. The arrival took place within a 48-hour period, according to officials at the local sanctuary. Such events, known as 'arribadas,' see large numbers of sea turtles come ashore simultaneously to lay their eggs. La Escobilla is a well-known nesting site and one of the most significant sea turtle sanctuaries in Mexico.

How MindMapAny Uses Markdown as a Middle Step to Build Structured Mind Maps

MindMapAny, a mind map editor, uses an indented Markdown outline as an intermediate format between AI-generated content and the final structured node data. The language model is responsible only for choosing topics and grouping facts, while application code handles converting the outline into a tree with node IDs, parent IDs, and sibling order. A stack-based parser processes the indentation hierarchy, with the root assigned level -1 to avoid special-casing top-level nodes. The parser applies tolerance rules for slight indentation inconsistencies and explicit policies for imperfect model output, such as skipping unrecognized lines and dropping duplicate sibling titles. Warnings are returned for these cases, and the article notes that applications may need to surface such warnings as visible incomplete-output states rather than silently accepting a potentially partial tree.

Harness Engineering for AI Agents: Context Over Custom Code

The Agent Factory podcast this week explored the concept of 'agentic harness engineering,' a term coined by engineer Ryan Lopopolo. Lopopolo explained how smaller feedback loops can be shaped into long-horizon agentic workflows without manually writing all the code. Engineer Billy Jacobson provided a walkthrough of a simple harness, covering both linear and closed-loop approaches. Smitha Kolan outlined a three-layer stack using Gemini 3.8 Flash, Antigravity Boost, and Google Skills to manage memory, tools, and guardrails. A key takeaway from the discussion was that many best practices used in scaling software engineering teams apply equally well to coding agents.

Interactive Site Puts 1 Million Token AI Context Windows in Human Terms

A website called One Million Tokens visualizes what a 1 million-token AI context window actually represents, translating it into roughly 750,000 words, 3,000 printed pages, or 75,000 lines of code. The site traces the rapid growth of context windows from GPT-3's 2,048 tokens in 2020 to Gemini 1.5 Pro's 1 million tokens in February 2024, representing a nearly 4,900-fold increase over six years. The visualization highlights how context capacity remained relatively flat for years before climbing steeply by orders of magnitude. However, the site also cautions that a larger context window is a capacity limit, not a performance guarantee, as models can still miss information or reason poorly across long documents. It also notes that long-context windows and retrieval-augmented generation are complementary tools rather than alternatives, since retrieval still helps reduce cost, latency, and irrelevant input.

Google Rewrites Search Links to Block Scraping, Pushing Users Toward Official APIs

Google began consistently rewriting organic search result links to opaque redirect URLs (google.com/goto?url=…) as of late August 2026, making traditional HTML scraping of search results significantly harder. The change means destination URLs are no longer visible in query strings and can only be resolved by intercepting the HTTP Location header before following the redirect. This follows earlier moves by Google, including the removal of the &num=100 parameter and tighter enforcement of BotGuard and SearchGuard systems. Small businesses and solo sellers who rely on SERP scraping for rank tracking, keyword research, and competitor monitoring are among the most affected. Experts recommend auditing data pipelines and shifting toward first-party analytics, official marketplace APIs, and licensed data sources to reduce dependence on fragile scraping methods.

PWA Development in 2025: What Actually Works in Production Across Browsers

Progressive Web Apps combine three core components — a web app manifest, a service worker, and HTTPS — to deliver installable, offline-capable web experiences without requiring React or single-page app architecture. Developers working with server-rendered frameworks like Laravel can build fully valid PWAs using standard browser APIs. A production-ready web manifest should include maskable icons, screenshots, and shortcut definitions to unlock richer install dialogs and better OS integration on Android and desktop. Service workers act as network request interceptors with a defined lifecycle, but the often-overlooked 'waiting' state — where a new worker installs but delays activation until all old tabs close — is a leading cause of stale-version bugs in live apps. Properly handling this lifecycle, alongside cache strategy and cross-browser quirks in Chrome, Safari, and Firefox, represents the real complexity in shipping reliable PWAs.

Next Indian stocks' selloff trigger waiting in US

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Mohammad Kaif questions Mohsin Naqvi's dual role after Women's Asia Cup trophy snub

India's Women's Asia Cup victory was marred by controversy after the team declined to accept the trophy presented by ACC president Mohsin Naqvi. The incident echoed a similar episode during the men's Asia Cup final, suggesting a pattern of tensions surrounding Naqvi's presence at cricket events. Former India cricketer Mohammad Kaif publicly questioned Naqvi's simultaneous roles in both politics and cricket administration. Kaif's remarks reflect broader concerns within the cricketing community about the appropriateness of Naqvi's dual authority. The episode has reignited debate over the intersection of politics and sports governance in Asian cricket.

Trump Demands Payment From Nations Benefiting From US Hormuz Security

President Donald Trump has called for reimbursement from countries that benefit from US military protection of the Strait of Hormuz. He made the remarks through a series of posts on his Truth Social platform. Trump noted that petroleum shipments continue to flow through the strategically vital waterway despite ongoing military tensions in the region. He argued that the United States should be financially compensated by other nations once the military conflict comes to an end.