An Assam-based professor and her husband are among a group of Indians reported missing in flood-hit Nepal. The couple, identified as Sarkar and Ghosh, had traveled to Nepal as part of a larger tourist group. Severe flooding in Nepal has disrupted the region, making search and rescue efforts challenging. Authorities are working to locate the missing individuals amid the ongoing flood crisis.
Hugging Face's small open-source bipedal robot, standing just 25 centimeters tall and equipped with 15 actuators plus sensors including LiDAR, camera, and WiFi, has surpassed one million dollars in sales. The robot's hardware designs and software stack are fully publicly available through the company's LeRobot ecosystem, yet buyers continue to purchase the finished product rather than build it themselves. The milestone challenges the common assumption that open-source hardware cannot generate meaningful revenue, since transparency appears to build consumer trust rather than undermine sales. Hugging Face's approach contrasts sharply with the billion-dollar funding rounds currently flowing into large humanoid robotics firms, offering a lower-barrier model for independent builders. Analysts caution, however, that crossing $1M is an early proof of concept rather than evidence of a scalable business, given the notoriously thin margins in hardware manufacturing.
A Kyiv-based systems architect is participating in the RevenueCat Shipaton 2026 hackathon while developing NICHLYST, a narrative survival game about human fragility under pressure. The developer disclosed clinical PHQ-9 depression scores of 21 and a GAD-7 anxiety score of 16, both indicating severe impairment, with no improvement since May 2026. During the writing of this devlog, an attack drone was shot down roughly 2.5 kilometers from their home, with falling debris killing a two-year-old child and injuring two adults. Despite these conditions, the developer continued advancing the project technically, including building an automated Git pre-commit hook to enforce a strict five-color visual palette across the entire codebase. The developer describes the hackathon as a last-resort effort to build something financially sustainable, relying on a system deliberately designed to function even when its creator cannot.
Indian batter Suryakumar Yadav has spoken candidly about his feelings after being dropped from the national team following India's T20 World Cup victory. The star batsman revealed he spent nearly six weeks struggling to comprehend the decision, questioning why changes were made when the team was performing at its peak. Suryakumar expressed that the timing felt particularly difficult given the team had just claimed the World Cup title. His comments highlight the mental challenges elite cricketers face when unexpectedly left out, even after major tournament success.
A documented Pine Script mechanic causes strategies to appear profitable in TradingView's Strategy Tester while losing money in live trading. The issue stems from using 'barmerge.lookahead_on' in the request.security() function, which inadvertently feeds future price data into historical bar calculations during backtesting. On live bars the problem is invisible, since no future data exists yet, but once those bars become historical they are recalculated with complete data, causing the chart to 'repaint' into a different signal history. This discrepancy means a paper-trading session can falsely confirm a strategy's validity until a chart reload reveals the backtest was built on information unavailable in real time. TradingView's own documentation explicitly warns against this setting, advising developers to verify it does not compromise logic by leaking future data into past bars.
A detailed system design walkthrough published on DEV Community outlines how to build a robust pipeline for ingesting, parsing, and extracting structured data from PDF documents at scale. The guide addresses the unique challenges PDFs pose, including inconsistent spec compliance across producers, malformed files, and adversarial inputs designed to exploit parser vulnerabilities. It covers key architectural components such as job queues, multi-stage extraction, OCR for scanned pages, sandboxing for untrusted files, and idempotent processing to ensure reliability. The pipeline also incorporates a human-in-the-loop review stage for low-confidence extractions, recognizing that PDFs can mix digital-native text and scanned image content within a single file. The guide emphasizes that security, correctness, and throughput must be treated as core design requirements rather than afterthoughts when processing PDFs in production environments.
Foreign banking, financial services, and insurance (BFSI) companies significantly increased their leasing activity for global capability centers (GCCs) in India, recording a 70% year-on-year rise. This growth marks a notable shift in India's commercial real estate landscape, which has traditionally been dominated by IT and ITeS firms. In contrast, foreign IT-ITeS companies reduced their office space absorption during the same period. Other service and manufacturing sectors also showed varied leasing trends. The development signals a broader diversification in the types of global firms establishing or expanding operations in India.
Police in Coimbatore seized 12.8 kg of drugs from a car as part of an ongoing crackdown on an interstate drug trafficking network. The breakthrough came weeks earlier when six individuals were apprehended carrying 100 grams of MDMA. That initial bust led investigators to uncover the larger gang operating across state lines. Three accused linked to the network have since been arrested in connection with the case.
Modern phishing attacks are increasingly using AI language models trained on compromised mailboxes, breached data, and public writing to generate highly convincing emails that perfectly mimic colleagues, vendors, and executives. These messages embed themselves into real reply chains, inherit existing trust, and contain no grammatical errors or generic greetings — eliminating the traditional red flags users were trained to spot. Security experts warn that two decades of awareness training focused on poor writing and awkward tone now works against defenders, as AI-generated fakes can outperform legitimate emails in clarity and context. The recommended shift is to move away from content-based detection toward behavioral monitoring, flagging unusual requests like bank detail changes, credential resets, or wire transfers regardless of how polished the message appears. Additional defenses highlighted include FIDO2-based phishing-resistant MFA, strict DMARC enforcement at p=reject, out-of-band verification policies for high-risk actions, and behavioral analytics tools that watch account activity rather than scanning email prose.
Developer Manas Dutta built Undox, an AI agent that automates the process of opting out of people-search data brokers, as part of the WeMakeDevs × TrueFoundry × Qodo hackathon. The tool uses a TrueForge orchestrator paired with a custom MCP server to find broker listings and prepare opt-out forms in a sandbox environment. Critically, the agent pauses and requires explicit human approval before any personal data is actually submitted, addressing privacy risks posed by fully automated opt-out tools. Session state is stored durably, meaning progress survives restarts, and a Next.js dashboard on Vercel provides a live view of exposure, broker status, and approvals. The project is publicly accessible at undox.vercel.app, with mock submissions used in the demo to avoid unintended live data submissions.
NASA's Nancy Grace Roman Space Telescope is an upcoming space observatory currently in development. Named after Nancy Grace Roman, NASA's first Chief of Astronomy, the telescope is designed to conduct wide-field infrared surveys of the universe. Its primary goals include investigating dark energy, dark matter, and the formation of galaxies. The mission aims to complement other observatories like the James Webb Space Telescope by covering much larger areas of the sky.
A detailed technical analysis on DEV Community highlights how a routine Terraform plan to upgrade a PostgreSQL database from version 14.9 to 15.4 can silently trigger a full database destruction and recreation. The danger arises when an unrelated change — in this case, enabling storage encryption — is queued alongside the version bump, masking a flag error that would otherwise have halted the deployment with a clear warning. Because Aurora RDS has no in-place path from unencrypted to encrypted storage, Terraform's only option is to destroy the existing cluster and create a fresh, empty one. The plan's summary line, showing '3 to destroy,' provides no context about which resources are affected or whether the run deviates from historical norms. The author reconstructed the scenario on live AWS infrastructure, confirming the behavior, and warns that CI passing and a green plan do not guarantee a safe deployment.
Article URL: https://ekunazanu.foo/lab/quantifying-colour/ Comments URL: https://news.ycombinator.com/item?id=49490832 Points: 5 # Comments: 0
A developer has published a detailed technical writeup examining the challenges of parsing Japan's postal code CSV data. The Japanese postal system provides address data in a CSV format that is widely regarded as poorly structured and difficult to work with programmatically. The article explores the specific quirks and inconsistencies that make the dataset problematic for developers. The piece was shared on Hacker News, where it attracted reader attention for shedding light on a common pain point in Japanese address handling.
The Karnataka High Court has expressed serious concern over the alleged unlawful detention of an activist by Whitefield Police in Bengaluru. The activist was arrested following a Facebook post in which they celebrated the cancellation of a Kunal Kamra show. Police acted on a suo motu basis, without any formal complaint being filed, raising questions about procedural compliance. The court noted a broader pattern of irregularities at the Whitefield station and demanded clarifications from authorities on the matter.
A developer behind an open-source AI sandbox project addressed a common challenge: people assuming vendor-provided sandboxes like Claude Code Sandbox make independent tools redundant. The developer argues that different sandboxing tools protect against different threat models rather than competing for the same layer of security. Claude Code Sandbox uses OS-level primitives to restrict filesystem writes and network access, but its deny rules are application-level and do not traverse parent directories, leaving gaps in multi-project or monorepo setups. Docker commands also require direct socket access, which is structurally incompatible with Claude Code Sandbox's mechanism, meaning Docker operations run outside its protection entirely. The developer's own project addresses these gaps by hiding secret files at the filesystem level via volume mounts, eliminating the need for traversable rules in the first place.
The Mumbai Cricket Association (MCA) has become the first state cricket board in India to introduce equal pay for both male and female players. The association has announced annual retainers across three performance-based grades for all its contracted players. Grade A players will receive INR 12 lakh per year, while Grade B and Grade C players will earn INR 8 lakh and INR 6 lakh respectively. The equal pay structure applies uniformly to both men's and women's squads, marking a significant step toward gender parity in Indian domestic cricket.
Former England cricketer Geoffrey Boycott has lavished praise on Harry Brook, comparing his batting potential to that of legends Brian Lara and Sachin Tendulkar. However, Boycott expressed concern that Brook is not fully realising his Test cricket potential. He believes Brook's approach is too heavily influenced by white-ball cricket, which could limit his growth as a Test batter. Boycott also revealed that his advice to Brook on the matter had gone unheeded.
A participant in the Meet The Builders track of Google's Gen AI Academy APAC Cohort 3 shared insights on building scalable, production-grade AI applications on Google Cloud. The program moved beyond basic prompting to cover autonomous multi-step agents that separate reasoning from execution and use dynamic grounding with enterprise tools like BigQuery. Infrastructure topics included serverless deployment via Cloud Run, isolated code-execution sandboxes, automated container builds, and strict least-privilege IAM policies. Human-in-the-loop checkpoints were also highlighted as essential governance safeguards for sensitive or high-stakes workflows. The cohort underscored that reliable enterprise AI demands a combined focus on data quality, modular architecture, and disciplined security practices.
A developer building AI Workstation found that questions requiring live data — such as trending topics or active open-source projects — did not fit well inside a general chat interface. This led to a three-layer architecture: a general workspace for everyday tasks, public discovery Radars for current evidence, and installable Agent Skills for structured follow-up. Two Radars were introduced — Global Topic Radar for content creators and Open-Source AI Radar for developers — each displaying sourced, dated information without overstating its reliability. Two open-source Agent Skills, Topic Intelligence and AI Open Source Intelligence, translate Radar findings into structured briefs covering research gaps, license checks, and project comparisons. The design philosophy centers on making model limitations visible by separating freshness, identity, and provenance checks into explicit, inspectable layers rather than burying them inside a single prompt.