February 21, 2026

35 articles from this day

Lexega Turns SQL into Signals

Lexega transforms SQL into deterministic signals to enhance code review and deployment safety. By analyzing SQL statements for semantic changes and enforcing policies based on these signals, it mitigates risks associated with SQL modifications, particularly in CI/CD environments.

Hacker News Building AI Products building-ai-products

Microsoft Copilot ignored sensitivity labels twice in eight months — and no DLP stack caught either one

Microsoft Copilot has faced critical failures in enforcing sensitivity labels, allowing confidential data access without detection. The article outlines significant security gaps in AI systems and offers a five-point audit framework for organizations to mitigate risks associated with AI trust boundary violations.

VentureBeat Other security

Cord: Coordinating Trees of AI Agents

Cord enables AI agents to autonomously coordinate tasks by dynamically creating a tree structure of subtasks based on real-time dependencies and context. This innovative approach allows agents to determine the best workflow without predefined structures, enhancing efficiency in complex project management.

Hacker News AI Agents & Tool Use building-ai-products

I found a Vulnerability. They found a Lawyer

A diving instructor discovered a critical vulnerability in a diving insurer's portal, exposing sensitive user data due to predictable user IDs and static default passwords. The subsequent legal threats from the organization highlight the challenges of responsible disclosure and the importance of transparency in security practices.

Hacker News (Official) Other other

Andrej Karpathy talks about /'Claws/'

Andrej Karpathy highlights the emergence of 'Claws', a new layer of AI agent systems that enhance orchestration and scheduling capabilities. These systems, such as OpenClaw and its variants, are designed to run on personal hardware, facilitating task management and communication through messaging protocols.

Simon Willison AI Agents & Tool Use ai-assisted-coding

I Swapped the Database Client and Added GraphQL. The Domain Never Noticed

Clean Architecture principles were applied to swap a database client and integrate GraphQL without altering the domain logic. The article demonstrates how using jOOQ for SQL and Netflix DGS for GraphQL can enhance type safety and flexibility while maintaining the integrity of the business logic.

Dev.to Dev Tooling & DX kotlin jooq dgs

InfiniteTalk: I Gave a Portrait a Voice. It Took One Audio File and Zero Cloud Services.

InfiniteTalk enables local generation of talking videos from portraits and audio files without cloud services. It utilizes advanced techniques for realistic lip sync and body movements, allowing seamless video creation with minimal hardware requirements, enhancing privacy and control for users.

Dev.to Local & Edge AI ai productivity showdev

obra/superpowers: An agentic skills framework & software development methodology that works.

Superpowers is a software development methodology that enhances coding agents with a framework of composable skills. It automates the development workflow, from brainstorming to test-driven development, ensuring structured and efficient coding practices while allowing agents to work autonomously.

GitHub Trending Open Source Drops

RichardAtCT/claude-code-telegram: A powerful Telegram bot that provides remote access to Claude Code, enabling dev...

Claude Code Telegram Bot integrates a conversational AI interface with Telegram, allowing developers to interact with their codebase remotely. It features session persistence, proactive notifications, and security measures, enabling efficient coding and project management from any device.

GitHub Trending Open Source Drops

SerpApi says Google is the pot calling the kettle black when it comes to scraping

SerpApi challenges Google's lawsuit over web scraping, arguing that Google's own practices contradict its claims. The case raises critical questions about the legality of scraping public data and the interpretation of the DMCA, highlighting the ongoing tension between data accessibility and copyright protections.

The Register Other other

Show HN: I built a 55K-word email marketing knowledge base and Claude Code skill

The Email Marketing Bible is a comprehensive 55,000-word knowledge base that integrates with Claude Code, offering insights and strategies for effective email marketing. It includes automation flows, industry benchmarks, and compliance guidelines, making it a valuable resource for marketers leveraging AI in their campaigns.

Hacker News Building AI Products building-ai-products

7 Git commands that feel like cheating (and when not to use them)

Seven powerful Git commands can significantly enhance productivity by simplifying complex tasks and improving commit management. Understanding when to use these commands helps developers avoid pitfalls and maintain a clean project history, ultimately boosting confidence in version control practices.

How-To Geek Dev Tooling & DX programming linux-macos-terminal github

Adding TILs, releases, museums, tools and research to my blog

Integrating various online activities into a blog can enhance user engagement and content visibility. Utilizing AI tools like Claude Code, Simon Willison successfully implemented a feature called 'beats' to automate the incorporation of GitHub releases, TILs, and research projects into his blog.

Simon Willison AI-Assisted Coding ai-assisted-coding

AI coding assistant Cline compromised to create more OpenClaw chaos

A supply chain attack compromised the Cline AI coding assistant's npm package, leading to unauthorized installations of the OpenClaw platform on developers' machines. The incident highlights vulnerabilities in package management systems and emphasizes the need for improved security measures in open-source software.

The Register Other other

Android malware is now using Gemini AI to adapt in real time (Updated: Google statement)

A new strain of Android malware named PromptSpy utilizes Google’s Gemini AI model to adapt its behavior in real time, marking a significant evolution in malware capabilities. This development highlights the potential for generative AI to enhance the flexibility and stealth of cyberattacks, raising concerns for security in mobile environments.

Android Authority Other news ai google-gemini

Apple researchers develop on-device AI agent that interacts with apps for you

Apple's Ferret-UI Lite is an on-device AI agent designed to interact with app interfaces autonomously, leveraging a lightweight model with 3 billion parameters. It utilizes innovative techniques like real-time cropping and synthetic data generation to enhance its performance in GUI navigation tasks while ensuring user privacy.

9to5Mac AI Agents & Tool Use news

Apple’s iOS 26.4 arrives in public beta with AI music playlists, video podcasts, and more

iOS 26.4 introduces AI-powered playlist generation in Apple Music, allowing users to create custom playlists from text prompts. The update also enhances the Podcasts app with video support and integrates end-to-end encryption for RCS messaging, showcasing Apple's commitment to AI and user privacy.

TechCrunch Building AI Products apps apple beta

Attackers Use New Tool to Scan for React2Shell Exposure

Threat actors are utilizing a new toolkit to exploit React2Shell vulnerabilities, targeting high-value networks. This sophisticated tool enhances the capabilities of attackers, emphasizing the need for organizations to bolster their security measures against such threats.

Dark Reading Other dev-tooling-dx

Bengaluru-based Sarvam, which is building AI models for local languages, launches its Indus chat app in beta, powered by its Sarvam 105B model (Jagmeet Singh/TechCrunch)

Sarvam has launched its Indus chat app in beta, leveraging its Sarvam 105B AI model specifically designed for local languages. This initiative aims to enhance communication and accessibility for users in multilingual regions, showcasing the potential of AI in developing localized applications.

Techmeme Building AI Products other

Bondi Bragged About Forcing Facebook To Censor Speech. Now FIRE Is Suing.

FIRE is suing government officials for allegedly coercing Facebook and Apple to censor speech related to ICE enforcement activities, raising significant First Amendment concerns. The case highlights the implications of government pressure on private platforms and the legal boundaries of content moderation.

Techdirt Other apple facebook fire

How Alison.ai is bringing objectivity to video ads before media budgets are spent

Alison.ai's Preflight Plus tool uses AI-driven validation to assess video ad effectiveness before budget commitments, integrating creative assessment into media planning workflows. By leveraging computer vision and data-driven insights, it aims to reduce subjectivity and enhance alignment between creative and performance teams.

Digital Trends Building AI Products contributor-content alison-ai artificial-intelligence

I replaced my standard Linux coreutils with Rust versions and it’s surprisingly faster

Replacing standard Linux coreutils with Rust-based uutils significantly enhances performance, with commands like sort executing tasks up to 30 times faster. The Rust implementations also improve memory safety and consistency, making them a compelling alternative for modern development workflows.

MakeUseOf Dev Tooling & DX linux linux-commands linux-tweaks

Open Letter To Tech Companies: Protect Your Users From Lawless DHS Subpoenas

Tech companies are urged to resist unlawful DHS subpoenas that target user data related to First Amendment activities. The open letter highlights the need for companies to require court intervention before complying with such subpoenas to protect user privacy and due process rights.

Techdirt Other amazon apple discord

Runlayer is now offering secure OpenClaw agentic capabilities for large enterprises

Runlayer has launched OpenClaw for Enterprise, providing a governance layer to secure AI agents operating with root-level access. This solution addresses security risks associated with prompt injection and unmanaged AI tools, enabling safe enterprise adoption of autonomous agents.

VentureBeat AI Agents & Tool Use orchestration

Turn Dependabot Off

Turning off Dependabot can reduce alert fatigue and improve security management in Go projects. Instead, using tools like govulncheck for targeted vulnerability scanning and integrating CI workflows can ensure relevant updates and maintain project integrity without unnecessary noise.

Hacker News (Official) Other other

What Is OAuth?

OAuth serves as a standardized method for delegated authentication, enabling secure access without sharing passwords. Understanding its design and historical context clarifies its complexities and the importance of aligning implementation with specific use cases and user experience.

Hacker News Other building-ai-products

Wikipedia deprecates Archive.today, starts removing archive links

Wikipedia has blacklisted Archive.today after it was implicated in a DDoS attack and for altering archived content to target a specific blogger. This decision raises concerns about the reliability of web archives and highlights the need for trustworthy archival services.

Hacker News (Official) Other other

Anthropic: No, absolutely not, you may not use third-party harnesses with Claude subs

Anthropic has clarified its policy prohibiting the use of third-party harnesses with Claude subscriptions to prevent revenue loss and ensure better user support. The updated terms aim to eliminate unauthorized access methods that disrupt service and complicate troubleshooting for users.

The Register Other other

Here's Why You Should Never Use AI to Generate Your Passwords

AI-generated passwords from LLMs like ChatGPT and Claude are often predictable and lack true randomness, making them insecure. Traditional password managers and passkeys offer more robust security solutions by generating unique, random passwords that are less susceptible to hacking attempts.

Lifehacker Other privacy

How to protect yourself from SIM swapping

Protecting against SIM swapping is crucial for maintaining account security. Implementing a SIM PIN and a dedicated transfer PIN with your carrier can significantly reduce the risk of unauthorized access to your accounts, especially when relying on SMS for two-factor authentication.

MakeUseOf Other security sim-card security-tips

Japanese tech giant Advantest hit by ransomware attack

Advantest Corporation has confirmed a ransomware attack on its corporate network, potentially affecting customer and employee data. The company is currently investigating the breach with third-party cybersecurity specialists and has implemented incident response protocols to mitigate the threat.

Bleeping Computer Other security

NotebookLM rolls out prompt-based slide revisions, Gemini 3.1 Pro, more

NotebookLM has introduced prompt-based slide revisions and enhancements with Gemini 3.1 Pro, enabling users to customize presentations more effectively. The updates include new export options and improved integration with Google Drive, enhancing the overall user experience for AI-assisted presentations.

9to5Google Building AI Products news

PayPal app code error leaked personal info and a 'few' unauthorized transactions

A coding error in PayPal's app exposed personal information of approximately 100 customers, leading to unauthorized transactions for some. PayPal has refunded affected users and implemented measures such as password resets and free credit monitoring to mitigate the impact of the breach.

The Register Other other

Taalas serves Llama 3.1 8B at 17,000 tokens/second

Taalas has launched a custom hardware implementation of the Llama 3.1 8B model, achieving an impressive speed of 17,000 tokens per second. This aggressive quantization approach combines 3-bit and 6-bit parameters, with plans for a next generation utilizing 4-bit for enhanced performance.

Simon Willison Building AI Products ai-assisted-coding

Tunic publisher claims TikTok ran 'racist, sexist' AI ads for one of its games without its knowledge

Finji, the publisher of Tunic, claims TikTok used generative AI to modify its game ads without permission, resulting in racist and sexualized representations. Despite having AI features disabled, TikTok acknowledged the issue, raising concerns about unauthorized AI use and the potential harm to Finji's reputation.

Engadget Other -media- -arts-entertainment- -site-engadget-