Gadkari’s plan to make India’s toll plazas disappear

Class 10 Girl Dies by Suicide After Alleged Sexual Harassment by Teacher in Tamil Nadu

A Class 10 girl in Tamil Nadu has died by suicide following alleged sexual harassment by one of her teachers. A senior police officer confirmed to NDTV that the investigation has revealed the teacher allegedly touched the student inappropriately. Authorities are currently probing the incident. The case has raised serious concerns about student safety and misconduct by educators in schools.

Rescuers Board Burning Philippine Ferry 40 Hours After Fire Broke Out

Philippine rescue teams have managed to board a ferry approximately 40 hours after a fire first broke out on the vessel. The operation has been significantly hampered by thick, toxic fumes and extreme temperatures inside the ship. These dangerous conditions have made it difficult for rescue personnel to safely navigate and search the vessel. The delayed boarding highlights the severity of the blaze and the challenging environment rescuers continue to face.

What's on agenda under Modi-Xi Jinping meeting

Delhi Influencer Files Rape and Extortion Complaint Against SSB Officer's Associate

A Delhi-based social media influencer has filed a complaint alleging rape and extortion against two individuals in Muzaffarpur, Bihar. The accused are ASI Vikas Kumar, posted at the SKMCH sector headquarters of the Sashastra Seema Bal, and his associate Rajiv Rai. The woman submitted her complaint to both SSB authorities and the local district police. The case highlights a serious allegation of misconduct involving a paramilitary personnel and his civilian associate.

₹1cr penalty on life insurer for mis-selling annuity

Villagers in UP Hold Tower Technician Captive Over 2 Years of Poor Network

Residents of Fatehpur district in Uttar Pradesh detained a mobile tower technician for approximately two hours, driven by frustration over prolonged poor mobile connectivity in their area. The villagers had been dealing with unreliable network coverage for nearly two years before taking the drastic step. Another villager alerted local police, who intervened and secured the technician's release. Following the incident, the technician filed a complaint, leading authorities to register an FIR against unidentified individuals. Police have launched an investigation into the matter.

Astra for Coding: Why Are We Doing This Again?

Article URL: https://lucumr.pocoo.org/2026/9/7/astra-why/ Comments URL: https://news.ycombinator.com/item?id=49654229 Points: 77 # Comments: 29

How to Collect Meaningful Bug Reports During Google Play Closed Testing

Google reduced its closed testing requirement from 20 to 12 testers in December 2024, making production access more attainable for personal Android developer accounts created after November 13, 2023. However, simply recruiting testers is not enough, as low engagement or absent crash logs can flag an app during Google Play's production review. Developers are advised to reduce friction by integrating in-app shake-to-report tools that auto-capture screenshots and device logs, replacing manual email-based reporting. Structuring testers' sessions around specific user journeys — such as offline mode simulation or payment flows — helps surface edge cases and permission errors more reliably. Platforms like PeerPlay offer reciprocal and paid testing tiers to help indie developers secure consistent, quality feedback before submitting for production access.

How VRRP Eliminates the Hidden Single Point of Failure in Load Balancer Setups

A common infrastructure design uses multiple backend servers behind a load balancer to prevent downtime, but the load balancer itself can become a single point of failure if it crashes. Running a second load balancer does not solve the problem on its own, because DNS still points clients to the first machine's fixed IP address. Switching DNS during an outage is unreliable due to TTL caching by resolvers, operating systems, and browsers, resulting in prolonged downtime. The solution is a Virtual IP (VIP), an address that no single machine permanently owns and can move between servers without any client-side changes. VRRP (Virtual Router Redundancy Protocol), defined in RFC 5798, is the protocol that allows two or more machines to coordinate ownership of a VIP and automatically elect a new owner when the active node fails.

AgentInspect Tool Lets Developers Audit AI Agent Execution Paths, Not Just Answers

A developer explored AgentInspect, a TypeScript library designed to verify whether AI agents follow correct execution paths — such as actually calling a weather tool rather than skipping it and returning a fabricated answer. The tool records agent traces locally as JSONL files and applies deterministic, rule-based checks on model calls, tool calls, and their order. In a test using Vercel AI SDK with mock language models, two scenarios produced identical final answers, but AgentInspect correctly flagged the run that bypassed the weather tool as a process failure. The experiment also compared AgentInspect with more established tools like Promptfoo, LangSmith, and DeepEval, noting that AgentInspect feels early-stage but is already practical for CI pipeline checks. The author was prompted to try the library after receiving a cold email from its developer, highlighting growing interest in agent observability beyond simple output evaluation.

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Israel's 28 reintroduced wild donkeys transformed Ramon Crater into a desert oasis

In a wildlife reintroduction effort, Israel released 28 wild donkeys into the Ramon Crater desert to restore its degraded landscape. Over 44 years, the animals played a significant ecological role by digging depressions in the ground that retained water, effectively creating waterholes for desert wildlife. Their movement and grazing habits also helped spread acacia seeds through their droppings, encouraging tree growth across the arid region. These combined effects gradually transformed the once-barren crater into a thriving ecosystem. The remarkable ecological recovery has since drawn international attention as a model of natural habitat restoration.

Kalshi seeks US approval for 24/7 perpetual contracts on Tesla, Nvidia and 60 more stocks

Prediction-market platform Kalshi is planning to apply for US regulatory approval to offer perpetual contracts on approximately 60 stocks and ETFs. The move would bring one of cryptocurrency trading's most popular instruments — perpetual futures — into traditional equity markets. Kalshi's proposed products would allow round-the-clock trading on major names including Tesla and Nvidia. The initiative arrives amid an ongoing regulatory turf war on Wall Street over which authority should oversee such novel financial products.

Republicans Hold Unprecedented Midterm Convention as Trump Rallies Party Support

The Republican Party held its first-ever convention during the middle of a US presidential term, marking a historic departure from political tradition. The event was seen as a platform for President Donald Trump to consolidate support ahead of future electoral contests. BBC North America editor Sarah Smith analyzed the key outcomes and messaging from the gathering. The convention highlighted the party's ongoing efforts to energize its base outside of a standard election cycle.

Why Most AI Agent Projects Should Just Be Simple Code, Experts Warn

A widely circulated engineering perspective argues that the majority of AI agent projects are unnecessary, as most tasks can be handled by straightforward code with a few language model calls at fixed points. The core distinction drawn is that true agents are only warranted when the next step cannot be determined until the previous one completes — a condition far rarer than the industry assumes. Reliability concerns compound the problem: a 20-step agent where each step succeeds 95% of the time completes correctly only 36% of the time overall. Benchmarks support this skepticism — Carnegie Mellon's TheAgentCompany found top models completing just 24% of real professional tasks autonomously as of late 2024, with the leaderboard only reaching the low thirties since. Even Anthropic, a leading AI model vendor, published guidance in December 2024 recommending developers seek the simplest solution and avoid adding agent complexity unless genuinely necessary.

Projects vs. Certifications: What Actually Builds a Tech Career?

A discussion on DEV Community explores the relative value of certifications and projects for those entering the technology field. Certifications offer a structured learning path and validate knowledge of a specific subject or tool. Projects, by contrast, require learners to apply that knowledge hands-on — debugging, building, and problem-solving in real scenarios. The author argues that neither should be dismissed entirely, suggesting a combined approach where certifications support learning and projects demonstrate practical ability. The piece invites the tech community to weigh in on which path holds more weight with employers and peers.

US Urges NATO Allies to Exit International Criminal Court

The United States has called on NATO member countries to withdraw from the International Criminal Court, according to reports. The US NATO mission circulated a formal document to alliance delegations making this request. The document urged member states to take immediate steps to exit the Rome Statute, the treaty that established the ICC. The move signals a significant push by Washington to reduce international support for the court among its closest allies.

Trump Dismisses AI Extinction Risk, Highlights US Lead Over China

Former US President Donald Trump has rejected warnings that artificial intelligence could pose an existential threat to humanity. Trump downplayed concerns raised by some experts and policymakers about AI leading to human extinction. Instead, he emphasized the importance of the United States maintaining its competitive edge over China in AI development. His comments signal a pro-growth stance on AI, prioritizing technological dominance over precautionary regulation.