SShortSingh.
TopTechnologyAI & MLStartupsProgrammingScienceBusinessFinanceCrypto & Web3World

Programming

LatestTopDiscussed
0
ProgrammingDEV Community ·

Sanctions Screening Tool Reports Source Coverage Without Issuing Clearance Verdicts

An AI-assisted technical guide describes a sanctions source coverage review tool that processes supplied screening and update-alert records to report source completeness and review actions. The tool does not fetch new lists, perform fuzzy identity matching, or determine whether a party is sanctioned. The article stresses that a global list-update alert does not prove a particular subject was screened, and that a missing hit list must be treated as unknown rather than as a clean result. It recommends preserving list identifiers and timestamps, and treating a successful run as execution completion rather than a verified match. The piece is technical guidance on the data contract and is not legal or compliance advice.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

DEV Community Spotlights Five Trending Developer Tools and Tutorials for October 2026

DEV Community published a roundup of five trending developer tools and tutorials for October 16, 2026. The list includes Meta's Muse Spark Open, an AI research platform for open collaboration, and an open-source project letting an AI model control an iPhone through a $7 ESP32 board. It also features Doory, an open-source Canva alternative, and RustGIS, a fast GIS system built in Rust. The selections were chosen by a lead-generation engine that weighs stars, points, and recent activity from sources such as Hacker News and GitHub.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

Health checks that pin response bytes catch payment offer drift before money moves

An AI agent operated by @kumabear618 runs a paid question endpoint that returns a 402 Payment Required offer with payment terms in a response header. Its health check hashes the raw response body of that offer across three serving points every time it wakes, so any change in payee, amount, or other terms is caught. Byte-level pinning is preferred over status-code checks because a status code can stay the same while the payment address changes. The approach is paired with fixture checks for allowed HTTP methods and for correct refusal of invalid payment signatures. Because the offer is public and the check needs only a curl command, anyone can verify the terms without an account.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

sjq: A CLI That Renders AI Server-Sent Event Streams Readably

A developer found that piping AI streaming responses into jq fails because server-sent events are a line-based framing protocol, not JSON. They built sjq, a small MIT-licensed Rust command-line tool that parses OpenAI-compatible SSE streams from chat completions and responses endpoints. The tool prints one short line per event showing only the newly added content, along with timing metrics such as time to first token and tokens per second. It also handles tool calls, reasoning content, refusals, logprobs, and multiple choices, and it can be installed via Homebrew or Cargo.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

DHH Says He Has Stopped Writing Code by Hand, Relying on AI Agents Instead

David Heinemeier Hansson, creator of Ruby on Rails, told a room of programmers at the 2026 Rails World conference that his company 37signals has stopped writing code by hand. He framed AI agents as the next abstraction layer, similar to how Rails simplified software development two decades ago. As a cited example, a coding agent rewrote his flagship product Basecamp from Ruby to Rust, reportedly cutting CPU use by 99% and memory use by 95%. The article's author, who started building software in Taiwan and later adopted AI tools, describes a prototype Rails 8 app built with AI in months at a fraction of the cost of a development team.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

How Porchlamp's first-timer lens ranks beginner-friendly open-source projects

Porchlamp scores open-source projects on five pillars: Responsiveness, Criticality, Governance, Rigor and Accessibility. Its first-timer lens weights Responsiveness at 0.35 and Accessibility at 0.30, so those two outweigh the other three combined. The October 2026 snapshot lists ggml-org/llama.cpp at the top, with the delta column showing how far each project moves compared with the Balanced lens, not change over time. Coverage determines whether a project is ranked at all and caps its tier when measured evidence is incomplete. The article notes that 3,833 projects receive a score while 7,167 are listed but unranked.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

A four-part format for turning messy meeting notes into clear action items

The article lays out a four-part structure for meeting recaps: a short TL;DR, a list of agreed decisions, an action-items table with owners and due dates, and open questions. It advises writing notes as plain summaries of what changed rather than transcripts, and marking unknown owners or dates as TBD instead of guessing. Vague deadlines like "by Friday" should be converted to real dates using the day's date written at the top of the notes. The author recommends sending the recap the same day in the channel where the team already works. The piece is written by a writer whose team builds a tool in this space, which the author discloses upfront.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

Claude va bien au-delà du chat : Projects, connecteurs, agents et automatisations

Beaucoup d'utilisateurs ne voient dans Claude qu'un chatbot répondant question par question, alors qu'il s'est transformé en plateforme de travail. L'article recense ses principales fonctionnalités, des prompts bien construits jusqu'aux agents autonomes. Il présente les Projects, qui regroupent fichiers et consignes, ainsi que les connecteurs MCP reliant Claude à des outils comme Gmail, Google Drive ou Slack. Sont aussi détaillés la recherche avancée, l'analyse de documents, les Artifacts, les Skills, Claude Code et les workflows automatisés. L'auteur conseille de commencer par un Project et un seul connecteur, avant de combiner les fonctionnalités pour en tirer un vrai gain.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

Oklahoma State Grad Founds Two Software Firms, Plans Return to India in 2027

A developer who arrived in the United States in 2022 completed a master's in computer and information sciences at Oklahoma State University in May 2024. His thesis explored whether virtual reality conversations could help people who stutter practice speech, and the work earned a best poster award and was presented to ASHA. He later added an MBA from KL University and founded RamTech Solutions LLC in Oklahoma in October 2025, followed by TenTwo Technologies in India in February 2026. He also joined Argencis Medical in Oklahoma City as an IT support specialist in July 2026 and is developing FluentLoop, a browser-based speech practice tool. He plans to move back to Kaikaluru, Andhra Pradesh, in June 2027 to run TenTwo from India.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

How an AI agent can connect to Tekmetric and what shops should keep under human control

An AI agent can reach Tekmetric data either through a Tekmetric-approved app that a shop admin authorizes in Shop Settings, or through a webhook an admin sets up directly. Tekmetric already offers texting, automated reminders, and campaigns, but these run on fixed rules and do not weigh context such as a customer's past questions or unanswered estimates. An agent would instead flag gaps like unanswered estimates, declined work, and finished vehicles awaiting pickup, then draft follow-up messages. Every drafted message would need a service advisor's approval before it reaches a customer. A third-party review says API credentials are not self-serve and can take two to three weeks to be approved.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

Listara lansează API public pentru publicarea automată a anunțurilor

Platforma românească de anunțuri Listara oferă un API public prin care agenții imobiliare sau sisteme CRM pot publica anunțuri fără introducere manuală. Fluxul descris acoperă obținerea unui token Bearer din secțiunea Acces API, consultarea câmpurilor dinamice pentru fiecare categorie și crearea anunțului prin cereri HTTP. Cererea de publicare returnează un răspuns 202, iar anunțul este procesat asincron printr-o coadă, statusul putând fi urmărit prin joburi. Ghidul include și exemple concrete cu curl și JSON, precum publicarea unui apartament în categoria Imobiliare.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

Arbitrum Bridge TVL Rises to $3.5B; Analysts Flag Moderate-High Liquidity Risk

A technical security report assesses the Arbitrum Bridge, which holds roughly $3.52 billion in total value locked, up about 4.2% over 30 days and 12.7% over 90 days. Around 84% of that value sits in canonical custodial contracts, with the remainder spread across user escrow contracts and third-party liquidity providers. The analysis rates the bridge's overall risk moderate-high, at 6.8 out of 10, citing economic attacks such as mass exits and governance-related upgrade risks rather than code-level flaws. The main vectors identified include fraud-proof exploits, sequencer collusion, governance upgrade attacks, and AMM-manipulation-driven liquidity drains.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

Loreflow Designs Its AI Answer Pipeline to Structurally Block Three Data Leak Types

Loreflow describes an answer pipeline built so that cross-tenant data leakage cannot happen regardless of model behavior. Its evidence-projection module is a pure function with no database handle, request context, or logger, so a bug can degrade answer quality but cannot reach another tenant. To limit prompt-injection risk from retrieved text, answers are assembled under fixed evidence budgets, and retrieved content is labeled as evidence rather than instructions. The team also prohibits object spreading when building evidence, so each field visible to the model must be explicitly listed, preventing internal fields from leaking silently.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

Hysteria2 VPN connections stalled after upload speed tests; a 37-line fix followed

The developers of Colitu, a VPN with open-source apps, use the QUIC-based Hysteria2 transport, which their clients prefer on many networks. Their apps run health checks and switch to a TCP backup when the primary transport stops responding, but Hysteria2 kept being declared dead during speed tests. Captured traffic showed the QUIC connection was still alive while no new stream data was sent, pointing away from the network and toward flow control. Tests ruled out ISP shaping, congestion control, a QUIC mimicry mode, and stream limits as causes. Reproduction on a loopback setup showed the stall occurs when the upload's destination stops reading while its connection remains open, consistent with QUIC's per-stream and per-connection limits on unread data.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

Developer Releases Open-Source Python CLI That Generates Clean Architecture NestJS Modules

A developer has built a Python command-line tool that generates production-grade NestJS backends following Clean Architecture, DDD, and CQRS from a single YAML file. The generator produces domain logic, CQRS handlers, TypeORM persistence, validated DTOs, Swagger documentation, and REST controllers for each entity. The author argues that clean architecture is maintainable but its repetitive folder and file setup is tedious, so automating it yields consistent structure and fewer bugs. The tool is open-source and available on PyPI, and the article also describes how its architecture is designed.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

ListLens Uses Open-Weight AI to Write Etsy and eBay Listings From Product Photos

ListLens is a new tool built for Etsy and eBay sellers that generates complete listings from one to eight product photos. It produces a title, description, tags, and category tailored to the chosen platform, aiming to cut the typical 15 to 20 minutes per listing down to about 15 seconds. The app runs on open-weight models rather than closed APIs, with a vision model first extracting only clearly visible attributes and a second model writing the copy. Its developer says this two-step split helps limit hallucinated details that could violate platform authenticity rules. The project was submitted to a Hacktoberfest open-source AI challenge and is hosted on Vercel.

0 comments Read more at DEV Community
0
ProgrammingDEV Community ·

US Agencies Warn of Knowledge Distillation Campaigns Using LLM API Gateways

NSA, CISA and the FBI issued advisory AA26-251A describing large-scale knowledge distillation campaigns that extract model capabilities through native APIs, cloud providers, third-party aggregators and proxy relays. The article argues that self-hosted LLM API gateways, which front multiple upstream models, are a likely chokepoint and that organizations should first locate such systems on their own networks. It notes that asset search engines like ZoomEye can find gateway panels, such as those from the New API project, by their banners or titles. The advisory recommends detection and mitigation, targeted response changes and cross-organization intelligence sharing. The author cautions that a detected panel shows software presence only, not confirmed misuse or compromise.

0 comments Read more at DEV Community
0
ProgrammingHacker News ·

Meta's New Commercial Terms Could Permit Scraping of News Sites, Experts Say

Starting October 30, business accounts will reportedly agree to Meta scraping their websites under newly updated commercial terms. Legal experts quoted by Nieman Lab say the change could allow the scraping of news sites. The article, published by Nieman Lab, examines what the new terms mean for publishers whose content may be collected. The source provides limited detail beyond this framing, so the full scope of the policy remains unclear from the available text.

0 comments Read more at Hacker News
0
ProgrammingHacker News ·

Video Examines Whether Liquid Metal Thermal Compound Harms PC Hardware

A video posted to YouTube presents a scientific analysis of liquid metal thermal compounds used in computer processors. The creator reports on a two-year test to assess whether the material damages PCs over time. The source material provided is limited to the video link and a brief Hacker News discussion thread with few comments. Because the video's detailed findings are not included in the available text, specific conclusions cannot be confirmed here. The topic remains a point of debate among enthusiasts regarding the material's long-term effects on components.

0 comments Read more at Hacker News
← NewerPage 409 of 3106Older →