Dev Team Documents Automated User Hardening Process for Aerospike Clusters

A standard operating procedure (SOP) has been published outlining how to automate user hardening on Aerospike database clusters using Ansible playbooks via Jenkins and AWX. The process involves removing unwanted users from target clusters across DEV, UAT, and PROD environments. Operators must supply key variables — including cluster name, roles, and username — before launching the job through either AWX or Jenkins. Jenkins triggers the configured AWX or Ansible job template, after which execution status must be verified on both platforms. Prerequisites include configured credentials, a prepared inventory of primary cluster nodes, and validated user-hardening details.

Two Sigma Co-Founder Faces Multibillion-Dollar Divorce Battle Over Hedge Fund Stake

John Overdeck, co-founder of prominent AI-driven hedge fund Two Sigma Investments, is embroiled in what is reported to be New Jersey's largest-ever divorce case. His wife, Laura Overdeck, is seeking a significant equity stake in the firm as part of her financial claims. The dispute centers on disagreements over the fund's valuation at the time of their marriage and how shared assets should be divided. The case also involves questions surrounding trusts established for the couple's children. Beyond the financial stakes, the legal battle has implications for leadership structure at Two Sigma itself.

HFT Firms in India Offer Interns Up to Rs 30 Lakh a Month Amid Talent War

High-frequency trading (HFT) firms in India are offering extraordinary compensation packages to interns as competition for quantitative talent intensifies. Companies like Quadeye and Graviton Research Capital are among those significantly boosting their internship offerings. Global trading firms are also joining the race to recruit top candidates from premier academic institutions. This surge in hiring activity comes against the backdrop of tighter derivatives regulations and a relatively subdued equity market. The trend reflects the growing premium these firms place on skilled quantitative professionals early in their careers.

Japan plans blockchain-based stock and bond settlement system by early 2030s

Japan's financial regulators are working toward launching a blockchain-based settlement system for stocks and bonds in the early 2030s. The initiative aims to modernize the country's national financial infrastructure. A key motivation behind the push is to retain institutional investors and foreign capital that may otherwise move to more technologically advanced overseas markets. The move reflects a broader urgency among Japanese authorities to keep the country competitive in global finance.

Agent Session Portability Masks Deeper Governance and Data Security Risks

A developer tested session-migrate 0.8.0 by freezing a real Claude Code session and converting it into seven different AI coding agent formats, including Codex, GitHub Copilot CLI, and Mistral Vibe. While conversational context transferred reasonably well, organizational controls such as approval workflows and audit trails did not migrate at all. The experiment also revealed a data-governance risk: session files may contain production logs, schema details, and real data samples, meaning format conversion doubles as an unintended data export route. Tools like Slack Code take the opposite approach by anchoring agent work records within a shared, permission-controlled platform rather than individual developer machines. The author concludes that agent session portability is fundamentally a data-governance challenge, not merely a developer productivity feature.

Five Design-to-Code AI Tools Tested on the Same Outdated SaaS Dashboard

A developer evaluated five design-to-code tools — Flowstep, Anima, v0 by Vercel, Lovable, and Bolt.new — by feeding each the same outdated SaaS analytics dashboard screenshot and an identical redesign prompt. The goal was to assess how well each tool could modernize the interface while preserving core functionality, and to examine the quality of the generated frontend code. Flowstep ranked highest overall for visual design, hierarchy, and code structure, while Lovable also performed strongly with a clean interface and solid code output. Anima, v0, and Bolt.new produced usable results but each required additional refinement in either design or code quality. The test highlighted that design-to-code tools vary significantly in their strengths, with some excelling at visual output and others at developer-ready code.

L&T partners French firm to sell road equipment

New Open Dataset Ranks Banking Access for 19 US Providers Across 8 Countries

A new Banking Access Index has been published, evaluating 19 US-based banking providers across 8 countries. The dataset aims to measure how accessible these financial institutions are to users in different regions. It has been released under a CC-BY license, making it freely available for public use, research, and redistribution with attribution. The project was shared on Hacker News and is hosted on the Global Solo website. No specific author or organization has been publicly named in the available information.

How AI and Real-Time Data Are Reshaping Hotel Dynamic Pricing Systems

A data engineer with nearly a decade of experience in travel industry pricing systems has detailed the architectural and engineering challenges behind modern AI-driven hotel dynamic pricing. Unlike traditional revenue management tools that updated rates once or twice a day, today's systems require sub-second inference and continuous price adjustments fed by dozens of real-time data sources. Effective feature engineering for these models draws on temporal patterns, competitor rate data, demand signals like search trends and cancellation rates, and guest-level behavioural data from CRM and booking platforms. Additional contextual inputs such as weather forecasts, flight loads, and local events are also evaluated, though distinguishing genuinely predictive signals from noise remains a key challenge. The author notes that many organisations invest heavily in machine learning models but struggle when deploying them within legacy infrastructure that cannot support real-time recalculation.

Hector Tomahawk EV out : Check price & features

New Zealand allrounder Fraser Sheat signs with Nottinghamshire for title defence

New Zealand allrounder Fraser Sheat has joined English county side Nottinghamshire for the closing stretch of the County Championship season. He will be available for the final five matches as the club looks to defend its title. Nottinghamshire brought in Sheat to bolster their squad during the crucial run-in period. The signing reflects the county's ambition to secure back-to-back Championship titles.

Audit Finds Zero Freely Automatable Startup Directory Submissions Among 29 Tested

A developer re-audited 29 startup directories in 2025 to determine how many allow automated submissions without an account, finding the number had dropped from one in June to zero. The sole previously open option, Launching Next, now returns a 403 error to automated requests, while two directories have gone fully offline with their domains no longer resolving. Four directories confirm login requirements by redirecting submit URLs to sign-in pages, and five return 404 errors on submit URLs still listed in their own documentation. The only free submission path confirmed in the latest run was Fazier, with all others requiring accounts or paid tiers. The author notes that 'not automatable' is a narrower finding than 'unusable,' as human users in a browser may still access many of these forms successfully.

Flash Floods From Tibet Kill 8 in Nepal, Border Villages Destroyed

At least eight people have died in Nepal following devastating flash floods that originated in Tibet. The floods sent torrents of muddy water surging through mountain valleys in Himalayan districts along the Tibetan border. Several villages in the affected areas were washed away by the force of the floodwaters. Videos shared by Nepal Police on social media captured the scale of destruction as the floods tore through the region.

Nepal Flash Floods Destroy Bridge and Homes at Rasuwa Border Crossing

Devastating flash floods struck the Bhote Koshi river in Nepal, causing widespread destruction in the region. The floods severely damaged Timure Bazaar, a local market area near the border. The Rasuwa border crossing, including its customs facilities, was also heavily impacted by the floodwaters. Videos circulating online captured the rapid destruction of bridges and residential structures within seconds.

Why mobile test locators break and how to pick stable ones

A software engineering guide published on DEV Community explains why many so-called flaky mobile tests actually fail due to poorly chosen element locators rather than test logic. The article argues that developer-assigned attributes like android:id, accessibilityIdentifier, and Flutter's testID are the most reliable locators because they only change when a developer deliberately modifies them. In contrast, locators based on XPath hierarchies, sibling indices, or class names break whenever a layout is refactored or an OS update alters how a control is rendered. The guide ranks locator strategies for Android, iOS, and Flutter across multiple tiers, covering tools like Appium and WebdriverIO with code examples in Python, Java, and JavaScript. It concludes that the most durable long-term fix is collaborating with developers to ensure stable, unique IDs are added at the point where features are built.

Docker multi-stage builds cut image size from 823MB to 11MB

Docker images built with a single-stage Dockerfile often ship unnecessary build tools — such as compilers and dev dependencies — that are not required at runtime, bloating production images significantly. Multi-stage builds solve this by allowing developers to use separate environments for building and running an application within a single Dockerfile. Each stage starts with its own isolated filesystem via a new FROM instruction, and only selected files are copied into the final image using COPY --from. A Go application that produced an 823MB single-stage image can be reduced to around 11MB by compiling in a builder stage and copying only the binary into a minimal base image like FROM scratch. For applications requiring SSL certificates or basic runtime libraries, options like Google's distroless images offer a middle ground between a bare binary and a full operating system.

Zcash drops 8% as Grayscale spot ETF debuts on NYSE after 60% rally

Zcash, a privacy-focused cryptocurrency, fell approximately 8% on Tuesday after its Grayscale spot ETF began trading on the New York Stock Exchange. The ETF launch had been a key driver behind Zcash's surge to an eight-year price high. Traders appear to be engaging in classic 'sell the news' behavior following the highly anticipated event. The pullback is compounded by significant leverage that had built up during the rally leading to the listing.

India's Rice Exports to Iran Likely to Continue Despite US Sanctions Pressure

India's rice exports to Iran are expected to remain largely unaffected despite the threat of tightened US sanctions. Iran continues to show strong demand for Indian rice, driven primarily by food security needs. Indian exporters have adapted by routing payments through third-party countries such as Turkey and the UAE. Essential commodities like rice and pharmaceuticals are generally less vulnerable to trade disruptions under such sanctions. However, overall bilateral trade between India and Iran has already fallen considerably from its historical peak.

EU Cyber Resilience Act reporting obligations become enforceable on September 11

The European Union's Cyber Resilience Act (CRA) begins enforcing its incident and vulnerability reporting requirements on September 11, 2025, ahead of the full compliance deadline of December 11, 2027. Manufacturers of 'products with digital elements' must now report actively exploited vulnerabilities within 24 hours, provide fuller notifications within 72 hours, and submit final reports within 14 days to a month. Non-compliance with reporting rules can result in fines of up to €15 million or 2.5% of global annual turnover. Pure browser-based SaaS products generally fall outside CRA scope and under NIS2 instead, but companies shipping installable components such as desktop apps, SDKs, browser extensions, or on-premise agents are likely covered. Security experts warn that many B2B SaaS firms may unknowingly fall within scope due to supplementary installable tools alongside their core web products.

India Stays Cooler Amid Global Warming: Scientists Probe the Anomaly

While the rest of the world experiences intensifying heat, India has been recording comparatively cooler conditions, presenting an unusual climate anomaly. Europe, which is warming at more than twice the global average, is preparing for increasingly severe climate impacts. Scientists and climate experts are trying to understand the factors behind India's relative coolness against a backdrop of global heating. The phenomenon is considered unexpected given broader warming trends affecting most regions of the world.