ProcureAI Platform Uses AI and Aurora PostgreSQL to Automate SMB Procurement

A team of developers has built ProcureAI, an AI-powered procurement platform designed to replace the manual, email- and spreadsheet-based workflows common in small and medium businesses. The platform covers the full procurement lifecycle, including purchase requests, approval workflows, vendor quotation collection, and purchase order generation. Aurora PostgreSQL was selected as the database backbone for its relational modeling, ACID compliance, and serverless scalability, which suit the interconnected nature of procurement data. An AI layer powered by Google Gemini analyzes vendor quotations, pricing, and delivery schedules to help teams select the most suitable supplier with less manual effort. The project was developed as part of a hackathon, with future plans including advanced analytics, supplier performance tracking, and deeper AI-driven procurement insights.

Semgrep: GLM 5.2 Outperforms Claude on Cybersecurity Benchmarks

Semgrep, a code security platform, has published findings showing that GLM 5.2 surpasses Claude on its internal cybersecurity benchmarks. The evaluation was conducted by Semgrep's team and shared on their official blog in 2026. GLM 5.2 is a large language model being assessed for its effectiveness in cyber-related tasks. The results suggest GLM 5.2 may be a strong contender for AI-assisted security workflows. The post has drawn early attention in the developer community on Hacker News.

Australia eliminate India from Women's T20 World Cup with six-wicket win

Australia defeated India by six wickets to knock them out of the Women's T20 World Cup. Harmanpreet Kaur's aggressive 56 off 27 balls powered India to a competitive total of 170/4. However, the target proved insufficient as Ellyse Perry (56) and Ashleigh Gardner (53*) stitched a crucial 100-run partnership to guide Australia home. With this victory, Australia progressed to the semifinals with an unbeaten record in the tournament.

Why India stayed resilient through Hormuz crisis

Tehran-Dubai Flights Set to Resume After War-Linked Suspension

Flight services between Tehran and Dubai are scheduled to resume the following day, according to Iranian media reports. The route had been disrupted amid the broader Middle East conflict that affected regional aviation. Dubai airport was repeatedly struck by drone attacks during the war, compelling authorities to halt flights on multiple occasions. The resumption of the route signals a partial return to normalcy in regional air travel following the conflict-related disruptions.

Ireland Beat India in T20 Series Sweep, End 16-Series Unbeaten Run

Ireland completed a historic series sweep against India in a T20 international series, marking a landmark moment for Irish cricket. The Irish team successfully defended a modest total of 154 runs to seal the victory. Harry Tector and Moondra were standout performers in Ireland's series-clinching win. The result ended India's unbeaten run across 16 consecutive series, a streak that had lasted nearly three years.

India Explores Nuclear Heat to Produce Green Hydrogen at Scale

India is advancing efforts to produce green hydrogen using heat generated from nuclear reactors. This approach aims to generate large volumes of clean fuel without releasing carbon dioxide emissions. Hydrogen is increasingly regarded as a key energy source for sectors that are hard to decarbonize through conventional means. By combining nuclear energy with hydrogen production, India seeks to strengthen its clean fuel capabilities and reduce its carbon footprint.

T20 World Cup semi-finals set: Australia vs WI and England vs South Africa at The Oval

The T20 World Cup semi-finals have been confirmed, with both matches scheduled to take place at The Oval. Australia will face West Indies in the first semi-final on June 30. England will then take on South Africa in the second semi-final on July 2. The two fixtures set up highly anticipated clashes between top cricketing nations competing for a place in the final.

Judge's Query on Adani Case Dismissal Is Routine Procedure, Says US Lawyer

A US federal judge has asked prosecutors for a more detailed explanation before approving the dismissal of criminal charges against Indian billionaire Gautam Adani. A senior US lawyer with expertise in federal criminal practice clarified that this move is a standard procedural requirement. The lawyer emphasized that the judge's query does not pose any real threat to the eventual dismissal of the case. Such requests from judges are common in federal criminal proceedings before formal approval is granted.

Hidden signal Siya gave Chetan before he 'pushed' Ketan into gorge; police reveal chilling plot

Akhilesh Yadav accuses BJP of prioritising donations over nation amid temple theft row

Samajwadi Party chief Akhilesh Yadav launched a sharp attack on the BJP government over multiple issues. He accused the party of religious insensitivity in connection with alleged theft of donations at the Ram temple in Ayodhya. Yadav also criticised the government over repeated exam paper leaks, calling them a threat to the future of young people. He further raised concerns about women's safety and rising unemployment, promising recruitment system reforms if the SP comes to power. Additionally, Yadav alleged that conspiracies were being hatched against opposition MPs following the BJP's recent electoral setbacks.

5 Essential Linux Commands for Cybersecurity Students

CS student Ayesha Abbas highlights five Linux commands she considers fundamental for cybersecurity learners. The commands covered are netstat and ss for monitoring network connections and open ports, grep for searching patterns within files such as logs, chmod for managing file permissions, and nmap for scanning networks and identifying open ports. Each command is paired with a practical example, such as using grep to search log files for sensitive strings or chmod to restrict SSH key access to the file owner. Abbas notes that nmap should only be used on networks the user owns or has explicit permission to scan. She describes these tools as a starting point for those studying Linux and networking full time.

Developer Builds AI Tool Using 107 USCIS Appeal Decisions to Aid Visa Applicants

A developer is building PetitionIQ, an AI-powered immigration case preparation platform aimed at reducing reliance on attorneys who charge $5,000–$15,000 per case. The tool uses a retrieval-augmented generation (RAG) pipeline trained on 107 real USCIS Administrative Appeals Office (AAO) non-precedent decisions spanning four visa categories, including EB-1A and EB-2 NIW. Because AAO decisions only cover denied-then-appealed cases, the corpus is inherently biased toward rejection, so the system avoids outputting approval probabilities and instead uses strength indicators with cited decisions. Every response includes a disclosure about the corpus bias, a deliberate design choice the developer frames as an ethical necessity for legal AI. The project comes amid rising USCIS denial rates, with EB-1A rejections reportedly climbing from 25.6% to 46.6% and NIW denials reaching 64.3% in recent data.

Australia beat India as South Africa advance to Women's T20 World Cup semis

Australia eliminated India from the Women's T20 World Cup with half-centuries from Ellyse Perry and Alyssa Gardner proving decisive. Despite a blistering knock from India captain Harmanpreet Kaur, it was not enough to secure a win. South Africa also progressed to the semi-finals from the same group stage. Australia will now face West Indies in the semi-finals, while South Africa are set to take on England.

Prompt Injection Explained: The LLM Security Flaw That Needs Words, Not Hacks

Prompt injection is a security vulnerability in AI-powered applications where untrusted text embedded in a prompt can override a developer's intended instructions, effectively turning user input into executable commands. Unlike traditional hacks, it requires no code exploits — just carefully crafted natural language, as demonstrated when a chatbot was manipulated into offering a car for $1 and Microsoft's Bing Chat revealed its internal codename 'Sydney.' The flaw exists because large language models cannot inherently distinguish between a developer's system prompt and user-supplied text, treating both as equal input. Prompt injection differs from jailbreaking in that it targets the application's architecture rather than the model's safety filters, making even a 'safe' model vulnerable if the surrounding system is poorly designed. It has ranked first on the OWASP Top 10 for LLM Applications, with attack variants including direct chat manipulation, indirect payloads hidden in fetched documents, and multimodal instructions concealed within images or audio.

Third Pakistani national this month held for crossing LoC in J&K's Poonch

Jammu and Kashmir Police arrested 31-year-old Pakistani national Rayees Khan on Sunday after he allegedly crossed the Line of Control in the Balakote sector of Poonch. No incriminating material was recovered from him at the time of his apprehension. This is the third such incident in the month, following the arrest of another Pakistani national, Mohd Sajad, near the LoC in Poonch on Friday. Both individuals are currently under interrogation as authorities work to establish their motives and backgrounds.

Developer Builds Real-Time Whale Tracker for Polymarket Using Public API Data

A developer built WhaleTrack, a real-time trading tracker for Polymarket, a prediction market platform that recently surpassed $3.6 billion in total volume. The tool uses Polymarket's public API to pull the top 10 traders by profit and loss from the platform's leaderboard and monitor their recent activity. Trade data, including market name, size in USDC, and timestamp, refreshes every 60 seconds to create a live activity feed. A whale alert banner triggers automatically when a large trade is detected, displaying the trader's name, market, and bet size before auto-dismissing after 12 seconds. The project was completed over a single weekend and the developer has shared it publicly, inviting community feedback.

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Couple Killed, Four Hurt After Car Hits Parked Truck on UP Highway

A married couple lost their lives and four others sustained injuries in a road accident in Mirzapur, Uttar Pradesh. The incident occurred in the early hours of Sunday on National Highway-135. Their car collided with a stationary truck parked on the highway. Police confirmed the details of the crash, which left the couple dead at the scene.

China reclaims world's fastest supercomputer title for first time since 2018

China's LineShine supercomputer, housed at the National Supercomputing Center in Shenzhen, has topped the TOP500 ranking, displacing the US-built El Capitan. This marks the first time China has held the top position since 2018. Notably, LineShine achieves this milestone without using GPUs, which are typically central to high-performance computing systems. The achievement comes despite US trade restrictions limiting the sale of advanced computing components to China. Analysts view the milestone not only as a technical feat but also as a geopolitical signal from Beijing to Washington amid ongoing technology tensions.