Anthropic Eyes Mega-IPO Filing by End of Month, Could Rival SpaceX Record

AI company Anthropic, known for developing the Claude AI assistant, is reportedly preparing to file publicly for an initial public offering as early as the end of this month. The company is currently evaluating its financials ahead of the potential listing. If it proceeds, the IPO could rival or surpass SpaceX's record-setting public offering in size. The move would mark a major milestone for one of the most prominent players in the generative AI industry.

LLM Model Fingerprinting: Why AI Teams Must Verify What Their Gateway Serves

As AI stacks grow more complex — with gateways, fallbacks, proxies, and tenant-specific routing — developers can no longer rely on a model's self-reported identity to confirm what is actually running in production. A technique called LLM model fingerprinting uses infrastructure-level signals such as token counts, context limits, tool-call formatting, and latency profiles to verify that the correct model is being served. Unlike prompt-based identification, which can be spoofed by fine-tunes or system instructions, these behavioral artifacts are significantly harder to fake. The approach functions as a smoke test for AI infrastructure, helping teams detect silent model swaps, unintended fallback activations, and configuration drift before they affect customer-facing workflows. Fingerprinting is not a replacement for evaluations but a complement — ensuring that benchmark results and production serving reflect the same underlying model.

Trump urges court to reject BBC records bid

FSSAI sends 150+ notices to Nestle, Coca-Cola, Amazon over misleading food ads

India's food safety regulator FSSAI has issued more than 150 notices to prominent food and beverage companies in recent months. The notices target misleading advertising practices and violations of labeling norms. Major brands including Nestle India and Coca-Cola India were among those penalized, while e-commerce giants Amazon and Flipkart received multiple notices and faced a warehouse license cancellation. Food service chains such as KFC and McDonald's were also subject to enforcement action. The crackdown signals a broader regulatory push to ensure compliance across food retail, manufacturing, and online platforms.

BJP Launches Nationwide Month-Long Campaign to Celebrate Modi's 25 Years in Office

The Bharatiya Janata Party has announced a month-long nationwide campaign to mark Prime Minister Narendra Modi's 25 years in public office. The campaign will be service-oriented in nature, spanning across the entire country. Outreach programs are planned as part of the initiative, with Anganwadi workers among those set to be engaged. The campaign reflects the party's effort to highlight Modi's long tenure in public service through grassroots activities.

One-line CI fix resolves pgvector extension mismatch in FastAPI RAG backend

A FastAPI-based AI support-agent project called mini-agent experienced a CI failure on August 12, 2026, when its GitHub Actions workflow could not complete the test suite. The failure occurred because the workflow used a generic postgres:17-alpine container image, which lacked the pgvector extension required by the application's database schema. The fix involved replacing that single image reference with pgvector/pgvector:0.8.6-pg17, leaving all other workflow configuration unchanged. The updated CI run completed successfully, with all tests passing where they had previously failed. The incident highlights the importance of treating database extensions as explicit runtime dependencies in integration test environments.

Gopichand credits six weeks of prep for Treesa-Gayatri's World Championships bronze

India's chief badminton coach Pullela Gopichand has attributed the historic BWF World Championships bronze medal won by Treesa Jolly and Gayatri Gopichand to six weeks of focused tactical preparation. The coach highlighted improvements in the pair's rotation and patience as key factors behind their breakthrough performance in New Delhi. Although the duo fell short in the semi-finals against China's Liu Sheng Shu and Tan Ning, Gopichand expressed satisfaction with their overall progress. He also voiced optimism about the Indian pair's prospects heading into the upcoming Asian Games campaign.

Punjab Congress Leaders Condemn Hooda's Praise for 1984 Riots Convict Sajjan Kumar

Punjab Congress leaders have strongly criticised Deepender Singh Hooda after he praised convicted politician Sajjan Kumar. Hooda had described Kumar as a prominent political figure with an exemplary connection with the people. Kumar was convicted for his role in the 1984 anti-Sikh riots, which followed the assassination of Prime Minister Indira Gandhi. Punjab Congress leaders labelled Kumar a 'killer of Sikhs', expressing outrage at the remarks. The incident has sparked a sharp internal dispute within the Congress party over the appropriateness of Hooda's comments.

From rural classroom to the stars: How government teacher from Rajasthan is helping students hunt asteroids

Canada to impose punitive tariff on US from Sept 8; to hit steel, dairy sectors

US Battery Startups Secure $500M in DoE Grants Amid EV Incentive Cuts

American battery startups have received $500 million in grants from the Department of Energy, providing crucial financial support to a struggling sector. The funding comes at a critical time, as the industry had been under significant pressure following reductions in electric vehicle incentives. The grants are seen as a lifeline for companies that were at risk without alternative sources of capital. Defense-linked funding channels have emerged as a key avenue sustaining these startups through the difficult period.

Dev Guide: How to Build Local-Service Sites That Answer Customer Queries Fast

A technical guide published on DEV Community outlines how developers can build local-service websites — using an RV repair business as a case study — that quickly answer the four questions customers ask most: service coverage, location, availability, and next steps. The core argument is that losing a service call is a systems-design problem, not a marketing failure, stemming from inconsistent or inaccessible business data across a site. The guide recommends centralizing all business facts — phone numbers, service areas, hours, and repair categories — into a single canonical data model that feeds service pages, JSON-LD, sitemaps, and Google Business Profile simultaneously. It also introduces a code-level eligibility check to prevent the automated creation of thin, location-service landing pages that lack real supporting evidence, which Google flags as doorway page spam. The approach prioritizes server-rendered content so neither users nor search crawlers have to wait on client-side API calls to access critical business information.

BitMart explores partial restart and creditor repayments after shutdown announcement

Cryptocurrency exchange BitMart is considering a partial resumption of operations and payouts to creditors, weeks after announcing it would shut down. The exchange has brought on law firm White & Case to serve as its restructuring counsel. A detailed roadmap outlining the path forward is expected to be released by September 9. The developments signal a potential shift in strategy as BitMart navigates its post-shutdown obligations.

'Ensure end of caste system first': Athawale calls reservation constitutional right

Developer Documents Step-by-Step Journey of Publishing First GitHub Project

A developer shared their hands-on experience setting up a Git repository and connecting it to GitHub for the first time. The process involved initializing a local repository, generating an SSH key for secure authentication, and linking the local project to a remote GitHub repository. Key commands used included git init, git add, git commit, and git push to stage, save, and upload project files. The author also created a personal mnemonic — 'I See All Commits Reach Big Places' — to remember the core Git workflow sequence. The writeup serves as a beginner-friendly walkthrough for anyone looking to adopt a professional version-control workflow.

Developer Builds Token Budget Alarm to Prevent Free API Quota Surprises

A developer shared how a surprise quota cutoff during a live demo prompted them to build a token budget alarm for free-tier AI models. The system uses a lightweight Flask reverse proxy to intercept model requests and log token usage to a local SQLite database. A background thread analyzes the burn rate over a sliding window and projects when the monthly allowance will run out. If exhaustion is expected within 24 hours, the system fires a webhook alert to notify the developer in advance. The entire stack is designed to run on a free server, addressing a blind spot where developers monitor cloud costs closely but overlook free-model token consumption.

Developer Builds Real Trading Bot to Expose Unrealistic Social Media Return Claims

A software developer began building an automated trading bot after seeing viral social media posts claiming 10,000% returns in 24 hours, which they dismissed as fraudulent. Rather than chasing impossible gains, the developer set out to test whether algorithmic trading could work under honest, sober expectations. The project involves real money and is being documented transparently, including bugs, audits, and decision-making processes. At the time of writing, the bot has not yet proven it can generate sustained profits, and the developer acknowledges the outcome remains uncertain. The ongoing series is framed as a counter-narrative to misleading financial content, offering a candid engineering diary instead of guaranteed results.

Researchers Demo Encrypted Payload Attack That Tricks Grok Into Leaking User Data

Cybersecurity firm Adversa AI has disclosed a novel attack technique called Cryptographic Context Injection, demonstrated against xAI's Grok and a variant against Gemini. The method embeds an encrypted malicious payload on a webpage, which Grok's own code execution runtime decrypts during normal processing, keeping it invisible to content classifiers until it is too late. Once decrypted inside the execution environment, the instructions direct Grok to use its legitimate navigation tool to send sensitive user data — including name, location, subscription tier, and chat history — to an attacker-controlled URL. The attack requires no malware or traditional exploit; it exploits the gap between when content is scanned and when malicious instructions actually come into existence as readable text. Researchers note this undermines standard prompt-injection defenses, which assume adversarial content is visible somewhere along the request path.

Five eQMS Platforms Compared for Mid-Size Class II Medical Device Teams

A quality and regulatory professional at a 200-person Class II medical device company evaluated five electronic quality management systems to find one that unifies design control, CAPA, supplier records, and traceability for engineering-driven teams. The assessment was guided by ISO 13485, 21 CFR 820, and MDR-adjacent traceability requirements, with vendors judged on medtech fit, automation capacity, and operational suitability. Greenlight Guru ranked first for its purpose-built medical device focus and native DHF workflows, while Qualio was noted as a flexible cross-industry option configurable for medtech. MasterControl and Veeva Vault QualityOne were recommended for larger or enterprise-scale organizations, particularly those with existing Veeva ecosystems or multi-site manufacturing needs. ETQ Reliance was highlighted as a strong fit for teams that require tight integration between quality processes and broader manufacturing systems such as ERP, PLM, and MES.

Git and GitHub Explained: How Version Control Powers Modern Development

Git is a local version control system that tracks code changes, while GitHub is a cloud-based platform for hosting and collaborating on those changes. Git uses a three-stage architecture — the working directory, staging area, and local repository — to manage how changes are recorded over time. The staging area lets developers group related changes into focused commits before saving them permanently, improving code review and organization. Key commands such as git add, git commit, and git push form the standard workflow for saving and uploading code changes to a remote repository. Together, Git and GitHub enable multiple developers to work on the same codebase simultaneously without overwriting each other's contributions.