Trump's war on press runs into judicial hurdle; court orders WH to let journos back in

Jason Collins' Los Angeles home listed for $3.75 million after his passing

The longtime Los Angeles residence of late NBA star Jason Collins has been put on the market for $3.75 million. Collins originally bought the property in 2004 for $2.39 million and lived there for over 20 years. The home spans more than 5,000 square feet and was constructed in 1989. It features a red-tile roof, four en-suite bedrooms, a swimming pool, a patio, and a large hot tub.

Developer builds tool to link 2.86B AI coding tokens to actual Git commits

A developer built an open-source tool called Centrail after noticing that AI coding invoices show token counts but not what those tokens actually produced. By tracking his own usage across tools like Claude Code and Copilot, he logged 2.86 billion tokens and $4,099 in spend across 944 commits, arriving at a unit cost of $4.34 per commit. The CLI tool runs locally, reads usage data from AI coding agents, and ties each token and dollar to the Git commit it generated. Results sync to a shared dashboard, eliminating the need for manual spreadsheet updates across teams. The tool also estimates the energy, water, and carbon footprint associated with each token, using a publicly documented methodology.

How to Customize the Linux Mint Login Screen Using the Login Window Tool

Linux Mint includes a built-in utility called Login Window that allows users to personalize the system's login screen. The tool offers options to change the wallpaper, GTK theme, icon theme, mouse pointer, and other visual elements across three tabs: Appearance, Users, and Settings. Users can set a custom wallpaper from their home directory or create a dedicated folder within the system-wide backgrounds path at /usr/share/backgrounds using terminal commands with administrator privileges. GTK themes control the visual style of the login interface, including buttons and text fields, though desktop-installed themes do not automatically appear in the Login Window selector. The login screen and desktop environments are treated separately in Linux Mint, so customizations must be applied independently for each.

Developers Build AI-Powered Graph System to Investigate Suspicious Transactions

A team participating in the TigerGraph × Hacker House Goa challenge has built FraudGraph Investigator, an AI-driven system designed to conduct structured fraud investigations rather than simple transaction classification. The system combines TigerGraph, LangGraph, and Model Context Protocol (MCP) to trace connections between customers, cards, devices, locations, and related transactions. Instead of assigning a risk score, it follows a multi-stage workflow covering evidence collection, hypothesis evaluation, uncertainty assessment, and policy-governed decision-making. A key design principle separates AI-assisted investigation from final operational decisions, with explicit policy rules determining whether to block a card or take other action. The architecture is layered to keep data, reasoning, policy enforcement, and the user interface independently testable and extendable.

BJP fills state unit gaps, RSS link in focus

Meta Launches Muse Charm, an AI Wearable Designed as a Fashion Accessory

Meta has introduced a new AI-powered gadget called the Muse Charm, designed to resemble a small hanging device similar to a Tamagotchi. The product is built around a growing Gen Z trend of treating technology as a fashion statement, particularly through bag charms and retro-inspired aesthetics. Its dangling form factor is intentional, positioning the device as a wearable accessory rather than a conventional tech gadget. The move signals Meta's interest in blending artificial intelligence with lifestyle and fashion-forward design.

Stalin: No Protection Orders Issued for R Veeramani, Full Legal Action to Follow

Tamil Nadu Chief Minister MK Stalin has issued a statement clarifying that no orders were given to shield R Veeramani within the DMK party. Stalin stated that Veeramani, those accused of abetting him, and anyone who attempted to protect him must all face legal consequences. He emphasized that the maximum punishment should be applied regardless of the individuals' positions or standing. The statement signals that the ruling party will not intervene to protect any accused in the case.

Developers Build Real-Time AI Fraud Detection System Using TigerGraph and FastAPI

A development team has built 'Agentic Fraud Sentinel,' an autonomous real-time fraud detection system designed to overcome the limitations of traditional SQL databases in identifying complex financial fraud. The system leverages TigerGraph's GraphRAG engine to perform deep multi-hop graph traversals in milliseconds, analyzing connections such as shared IP addresses, linked device IDs, and rapid cross-account money transfers. A FastAPI backend hosted on Render handles business logic and orchestration, while a static dashboard is deployed separately on Vercel. The system generates explainable Chain-of-Thought reasoning and dynamic fraud scores, enabling automated responses such as blocking cards and filing Suspicious Activity Reports. The project is publicly available on GitHub, with a live frontend demo accessible via Vercel.

Feyn launches Critic, a code review tool that lets you chat with the AI that wrote it

Feyn, a company specializing in custom AI models, has released Critic, a code review platform designed to make AI-generated pull requests easier to understand and audit. The tool allows AI agents — such as those running on Codex or Claude Code — to annotate their own code changes, document decisions, and attach supporting evidence like screenshots. Reviewers can then chat directly with the authoring agent through a forked session, keeping the main development thread uninterrupted. Security was a stated priority: forked review sessions are stripped of write permissions, ensuring reviewers cannot inadvertently trigger actions on the developer's machine. Critic is free to use and accessible at critic.run, with all features also available via a bundled MCP interface.

Mimicking Chrome's TLS handshake cut web request refusals by 38% in study

A developer tested how websites respond to three types of HTTP clients across 500 domains using servers in New York, Frankfurt, and Singapore. Honest Python requests were refused 35.1% of the time, while adding a Chrome user-agent string dropped refusals to 26.9%, and fully copying Chrome's TLS handshake reduced them further to 20.2%. Eighteen domains, including Facebook, WordPress, Cisco, and W3.org, consistently blocked the Python-handshake client but served the Chrome-fingerprinted one across all three regions. Notably, W3.org — which publishes the HTTP and TLS specifications — refused a standards-compliant Python client until it mimicked Chrome's handshake. The researcher noted that IP address reputation acts as a separate, deeper filter that TLS fingerprint mimicry alone cannot bypass.

US and Iran in Talks Over Hormuz Strait Access and Economic Sanctions Relief

The United States and Iran are reportedly engaged in discussions aimed at reaching a deal over the Strait of Hormuz, a critical global shipping waterway. The negotiations have emerged as a potential pathway to resolving a conflict between the two nations that has persisted for nearly seven months. Iran is seeking relief from a US-imposed economic blockade that has been severely straining its economy. Control and access to the Strait of Hormuz has become the central point of leverage in these ongoing diplomatic efforts.

Hall & Oates star John Oates sells Colorado ranch for $6.9M after 28 years

Music legend John Oates and his wife Aimee transformed a bare 4.3-acre plot in Little Woody Creek, Colorado, into a scenic ranch property over 28 years. The couple built a five-bedroom log home on the land, which became a cherished holiday retreat for the family. As their visits grew less frequent, they decided to put the property on the market. The ranch was initially listed at $6 million before being raised to $7.5 million. The sale was ultimately finalized in July 2024 at $6.9 million.

Solo Developer Measures Real AI Coding Gains: 2.4x to 3.2x Productivity Boost

A developer running MachDuDas, a decade-old German marketplace, conducted an informal experiment to measure how much AI coding agents actually improved his engineering output compared to earlier conventional development on the same codebase. Rather than relying on generic industry benchmarks, he compared current AI-assisted commits against historical team contributions from the same product's repository. Between March and September 2026, one human directing AI agents produced roughly 81,000 runtime-code additions and over 105,000 lines of automated tests — far exceeding the test coverage seen in earlier periods. When normalized per active human contributor-month against a productive three-person team from July 2016, the AI-assisted workflow delivered approximately 2.4x to 3.2x the runtime-code output. The author notes that AI also made testing dramatically cheaper to produce, meaning the productivity gains extend beyond raw code volume to include significantly more automated verification.

HourTotal stores time card data entirely in the URL, requiring no login or backend

A developer built HourTotal, a time card calculator that encodes all work-hour data directly into the page URL as a base64url-encoded JSON fragment, eliminating the need for accounts or server storage. The tool supports up to two punch pairs per day across a five-day workweek, along with pay rate and overtime settings, compressing to roughly 390–650 characters of JSON. Because browsers exclude the URL fragment from HTTP requests, sensitive payroll data never reaches servers, CDN logs, or third-party platforms like Slack. After early issues with Safari's replaceState rate limit, the developer added a 500ms debounce so the URL updates shortly after each edit rather than on every keystroke. Sharing a time card is as simple as sending the link, which reopens the identical filled-in calculator for anyone who receives it.

Leaning's 78 Rescues Sussex Before Unadkat Triggers Hampshire Collapse

Jack Leaning played a crucial innings of 78 to steer Sussex out of a precarious position of 124 for 7, helping them reach a total of 244. His half-century proved pivotal in shifting the momentum firmly in Sussex's favour during the county match against Hampshire. India's Jaydev Unadkat then made an immediate impact with the ball, claiming two key wickets. His strikes set off a Hampshire batting collapse, leaving the home side in serious trouble in their innings. The match saw a dramatic swing in fortunes within a short span of play.

Polymarket's endDate Field Does Not Mark Resolution Deadline, Analysis Finds

Developer research firm OrcaLayer examined 23 Polymarket markets via the Gamma API on 23–24 September 2026 and found that the endDate field does not represent the resolution deadline as Polymarket's documentation implies. Across sports markets, endDate corresponded to kickoff time for NFL and soccer, scheduled start plus six hours for esports, and original start plus seven days for tennis — none of which matched the actual resolution rules. The true binding deadline for each market is written in plain English within the description field, while trading status is reflected in the closed and acceptingOrders fields. Developers building tools on Polymarket data — including trading bots, dashboards, or predictive models — risk errors if they rely on endDate as a resolution timestamp. OrcaLayer cautioned that endDate's meaning varies by market type and the API itself does not formally document what the field represents.

Scaling AI Agents to a Million Requires Distributed Systems Thinking

A technical blog post published on Instacloud argues that deploying AI agents at massive scale is fundamentally a distributed systems challenge. The article draws parallels between managing large numbers of autonomous agents and classic problems in distributed computing. It suggests that engineering teams building multi-agent systems must apply lessons from distributed architecture to ensure reliability and coordination. The post sparked discussion on Hacker News, where it received early engagement from the developer community.

India’s data challenge is bigger than numbers

Developers Build AI Fraud Investigation Agent Using TigerGraph, MCP, and GraphRAG

A team participating in the TigerGraph × Hacker House Goa 2026 Challenge has built an agentic fraud investigation system designed to go beyond standard anomaly-score detection used in banking. The system combines TigerGraph Savanna Cloud, which stores over 590,000 transactions and 5,500 historical fraud cases, with a large language model agent that reasons iteratively over graph-based evidence. A Model Context Protocol (MCP) layer connects the AI agent to the graph database, enabling multi-hop relationship queries across transactions, cardholders, devices, and past cases. A deterministic policy engine enforces strict bank compliance rules and determines investigation verdicts, including card blocking and regulatory reporting under FinCEN SAR requirements. The architecture deliberately separates probabilistic AI reasoning from authoritative rule-based decision-making to ensure compliance and operational reliability.