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ProgrammingDEV Community ·

Exapolicy's internal security audit reveals overlooked device and network vulnerabilities.

In October 2026, software company Exapolicy conducted a security review of its own development and office environment. The audit focused on personal computers, a broadband router, and other networked devices commonly used by individuals and small businesses. The review found several security settings that were weaker than assumed, including open file shares, unprotected development servers, and disabled tamper protection. These oversights, often resulting from factory defaults or permissions granted for convenience, could expose the systems to risks like ransomware or unauthorized access. The company subsequently documented the issues and implemented corrective measures to harden its security posture.

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ProgrammingDEV Community ·

Independent Review Finds SupaVoxel Outperforms Meshy in 3D Model Efficiency

An independent, hands-on test compared two AI image-to-3D tools, Meshy and SupaVoxel, using ordinary customer accounts. For a single bust model, Meshy generated a 79.7 MB file, which was over five times larger than SupaVoxel's 12.4 MB output. This significant file size difference resulted in much longer download times for the Meshy model across various connection speeds. The test concluded that SupaVoxel's more efficient output makes it better suited for practical deployment, particularly on the web.

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ProgrammingDEV Community ·

Open-source AI tool QuoteForge drafts freelance proposals locally

QuoteForge is an open-source application developed for the Hacktoberfest AI Challenge. It helps freelancers generate client proposals by combining manual cost inputs with AI-generated text. The tool runs entirely locally using Docker and the Llama 3.2 model to keep sensitive client data off external servers. It calculates quotes using standard formulas while the AI only drafts descriptive text around those figures. The developer notes the tool is untested in real workflows and requires local computational resources.

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ProgrammingHacker News ·

Experts analyze submarine cable resilience and future threats

A recent analysis on the APNIC blog examines the resilience of global submarine telecommunications cables. The article, published on October 14, 2026, discusses the importance of this infrastructure for international data flow. It explores potential threats to cable security and continuity, including both natural hazards and human activities. The piece aims to highlight the need for ongoing investment and strategic planning to maintain this critical network.

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ProgrammingHacker News ·

Data Brokers Increasingly Acquire Internal Corporate Data

A report highlights a trend where data brokerage firms are purchasing internal operational data from companies. This data includes detailed logs of employee activities, communications, and system use. The practice raises significant privacy and security concerns for employees and the companies involved. Analysts suggest the data is being aggregated and resold for purposes like workforce analytics and risk assessment.

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ProgrammingHacker News ·

Security Expert Argues Passkeys Are a Viable, Secure Authentication Method

Security expert Scott Helme has published an article defending passkeys as a secure authentication technology. He contends that passkeys are not a proprietary trap, but an open standard that enhances user security. The article, posted on his personal website, has sparked discussion within the tech community. It addresses concerns about vendor lock-in and promotes passkeys as a move beyond traditional passwords.

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ProgrammingDEV Community ·

Developer uses AI as first-pass reviewer for Terraform and Lambda pull requests

A developer outlines their workflow for using AI to review infrastructure code changes before merging. The AI acts as an initial reviewer for Terraform and Lambda pull requests, focusing on identifying potential risks. It analyzes code diffs, Terraform plans, and changed files to spot issues like overly broad IAM permissions or problematic Lambda configuration changes. The developer emphasizes that AI assists with review but does not make final approval decisions. This approach aims to catch obvious and semi-obvious problems before manual review, keeping the human developer ultimately responsible for the changes.

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ProgrammingDEV Community ·

Game developer shares structured documentation method to track project details

A hobbyist game developer struggled for years with scattered design notes across multiple documents. They resolved the issue by adopting a structured system where each game element gets its own entry. The system uses six core types like Character, Location, and Quest, each with specific, consistent data fields. This structure prevents contradictory details and makes updating information efficient, as changes in one entry propagate automatically.

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ProgrammingDEV Community ·

New AI Marketing Tool for Small Businesses Prioritizes Local Data Privacy

LocalBiz AI is a new AI-powered marketing tool designed specifically for small businesses and freelancers. It addresses key concerns with general AI tools, such as generating incorrect prices or promotions. The tool operates with a 'local-first' approach, storing business data like hours and prices on the user's own device to protect privacy. It can then generate marketing content for platforms like Instagram and Google Business Profile using that verified data.

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ProgrammingHacker News ·

QAWolf enables automated Windows desktop testing from Linux via disposable VMs

A company called QAWolf has developed a workflow for running automated tests on Windows desktop applications. This is done from a Linux system by using disposable virtual machines. The method aims to solve challenges in Windows desktop automation, particularly for testing purposes. The approach was discussed on Hacker News, where it received community feedback.

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ProgrammingDEV Community ·

HustleWrite AI tool generates marketing content for small businesses using local AI

HustleWrite AI is an open-source tool developed for Hacktoberfest 2026. It generates product listings and marketing content for small businesses and independent sellers. The tool uses local AI inference via Ollama with the qwen2.5:1.5b model, operating without third-party API calls. This approach offers privacy benefits and avoids per-request charges from commercial AI services. The project features a React/TypeScript frontend and Node.js/Express backend.

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ProgrammingDEV Community ·

Security audit reveals critical vulnerabilities in USDT0 stablecoin bridge

A security audit of the USDT0 stablecoin bridge identified significant vulnerabilities during an assessment conducted from October 1-12, 2024. The audit focused on reentrancy and access-control patterns in the cross-chain protocol, which currently holds over $3.1 billion in total value locked. Security researchers discovered five critical and moderate reentrancy flaws alongside five access-control issues, resulting in an overall unacceptable security rating. The vulnerabilities could allow attackers to drain funds, double-mint tokens, or manipulate governance functions without proper safeguards. The audit team recommends immediate remediation before additional capital can be safely onboarded to the platform.

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ProgrammingDEV Community ·

Open-source tool HustleCraft AI manages invoices and taxes locally for freelancers

HustleCraft AI is a new open-source financial tool designed for freelancers and solo entrepreneurs. It processes invoices and receipts entirely on a user's local device, ensuring client data privacy. The software automates the structuring of invoice data, categorizes expenses for tax deductions, and projects quarterly tax obligations. It aims to replace subscription-based cloud accounting services with a one-time purchase model.

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ProgrammingDEV Community ·

Tax complexities for digital goods require careful checkout design to avoid errors

Tax rules for digital goods like game codes and subscriptions differ significantly from those for physical items. These rules depend on the buyer's location, whether they are a consumer or a business, and the specific product category. For accurate tax calculation, a checkout system must collect and store this key information before payment is processed. Inconsistent or missing data can lead to incorrect charges and create problems during financial audits.

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ProgrammingDEV Community ·

Open-source AI tool FreelanceForge aims to reduce freelancers' admin work

A developer has created FreelanceForge AI, an open-source toolkit for freelancers and consultants. The tool is designed to convert rough notes and messages into professional client documents like proposals and invoices. It addresses the problem of administrative tasks, which reportedly consume 20-30% of a freelancer's billable hours. The software runs locally on a user's machine using open AI models to maintain privacy and reduce costs. It was submitted as part of the Hacktoberfest Open-Source AI Challenge.

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ProgrammingDEV Community ·

DevSecOps aims to integrate security into Java pipeline for safety and speed

DevSecOps integrates security into the software delivery pipeline itself, making it a shared responsibility. It emphasizes automating security checks, providing fast and useful feedback on failures, and making secure configurations the default. The article provides specific practices for Java and Spring Boot, such as static code analysis and secret scanning. These techniques aim to prevent vulnerabilities like SQL injection and accidental credential exposure.

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