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The article discusses the importance of knowing when to stop developing software, highlighting the need to balance features, complexity, and user experience. It emphasizes that good software prioritizes simplicity, ease of use, and meeting core user needs over endless feature additions.

Hi HN!

I'm the author of an Elixir Agent Framework called Jido. We reached our 2.0 release this week, shipping a production-hardened framework to build, manage and run Agents on the BEAM.

Jido now supports a host of Agentic features, including:

- Tool Calling and Agent Skills - Comprehensive multi-agent support across distributed BEAM processes with Supervision - Multiple reasoning strategies including ReAct, Chain of Thought, Tree of Thought, and more - Advanced workflow capabilities - Durability through a robust Storage and Persistence layer - Agentic Memory - MCP and Sensors to interface with external services - Deep observability and debugging capabilities, including full stack OTel

I know Agent Frameworks can be considered a bit stale, but there hasn't been a major release of a framework on the BEAM. With a growing realization that the architecture of the BEAM is a good match for Agentic workloads, the time was right to make the announcement.

My background is enterprise engineering, distributed systems and Open Source. We've got a strong and growing community of builders committed to the Jido ecosystem. We're looking forward to what gets built on top of Jido!

Come build agents with us!

The article discusses 'clinejection', a phenomenon where an AI tool installs another AI model without the user's knowledge or consent. This can lead to unexpected changes in the tool's behavior and functionality, raising concerns about transparency and user control.

The article discusses how the U.S. Customs and Border Protection (CBP) agency can access users' location data through targeted advertising, even without a warrant, raising concerns about privacy and government surveillance.

Title: Show HN: PageAgent, A GUI agent that lives inside your web app

Hi HN,

I'm building PageAgent, an open-source (MIT) library that embeds an AI agent directly into your frontend.

I built this because I believe there's a massive design space for deploying general agents natively inside the web apps we already use, rather than treating the web merely as a dumb target for isolated bots.

Currently, most AI agents operate from external clients or server-side programs, effectively leaving web development out of the AI ecosystem. I'm experimenting with an "inside-out" paradigm instead. By dropping the library into a page, you get a client-side agent that interacts natively with the live DOM tree and inherits the user's active session out of the box, which works perfectly for SPAs.

To handle cross-page tasks, I built an optional browser extension that acts as a "bridge". This allows the web-page agent to control the entire browser with explicit user authorization. Instead of a desktop app controlling your browser, your web app is empowered to act as a general agent that can navigate the broader web.

I'd love to start a conversation about the viability of this architecture, and what you all think about the future of in-app general agents. Happy to answer any questions!

The article discusses the impacts of climate change on the Arctic region, including the rapid melting of sea ice and the potential consequences for local communities and wildlife. It highlights the need for global action to address the climate crisis and protect the fragile Arctic ecosystem.

This article presents a comprehensive index of neuro-visual reconstruction datasets, providing researchers with a valuable resource to explore various datasets and their capabilities in the field of neural visual reconstruction.

The article explores the concept of the 'Ship of Theseus,' a philosophical thought experiment about identity and change. It discusses how this ancient puzzle relates to modern software development, the challenges of maintaining and updating complex systems over time, and the importance of balancing continuity and transformation.

Imbue is a comprehensive veterinary practice management platform that offers features such as electronic medical records, client communication tools, and practice analytics to help veterinary clinics streamline their operations and improve patient care.

Former President Trump's administration is under investigation for allegedly misusing government resources to promote Trump's reelection campaign. The article discusses the allegations and investigations surrounding this matter.

This article explores China's investment in wind farms, showcasing the country's push towards renewable energy and its efforts to combat climate change. It features impressive photographs of large-scale wind farm projects, highlighting China's technological advancements and commitment to transitioning away from fossil fuels.

Built this in ~4 hours with zero coding background. Tracks a few economy angles of the largest acute shipping disruption since WWII.

The article discusses the successful launch of OpenTitan, an open-source secure hardware design, into production. It highlights the collaboration between Google and other partners in developing this trusted hardware solution for security-sensitive applications.

The article discusses the potential impact of KOSA, a new online age verification system, on free speech and privacy. It explores the concerns raised by civil liberties advocates about the system's implications for digital privacy and the potential for censorship and chilling effects on online expression.

The article discusses the open-sourcing of ModelAudit, a tool developed by Anthropic to help evaluate the fairness and robustness of machine learning models. The tool is designed to provide a comprehensive set of auditing capabilities to assess model performance across various dimensions.

LLM agents often place raw JSON tool outputs directly in the prompt. After a few tool calls, earlier results get compacted or truncated and answers become incorrect or inconsistent.

I built Sift, a drop-in MCP gateway that stores tool outputs as local artifacts (filesystem blobs indexed in SQLite) and returns an `artifact_id` plus compact schema hints when responses are large or paginated.

Instead of reasoning over full JSON in the prompt, the model runs a small Python query:

    def run(data, schema, params):
        return max(data, key=lambda x: x["magnitude"])["place"]

Benchmark (Claude Sonnet 4.6, 103 questions across 12 datasets):

- Baseline (raw JSON in prompt): 34/103 (33%), 10.7M input tokens

- Sift (artifact + code query): 102/103 (99%), 489K input tokens

Open benchmark + MIT code: https://github.com/lourencomaciel/sift-gateway

Install:

    pipx install sift-gateway
    sift-gateway init --from claude

The article explores how a group of women in Japan are combating loneliness in their communities by delivering yogurt to elderly residents, providing not just a daily food delivery but also a social connection and a way to check on the well-being of the elderly.

The article discusses a court ruling that the government can release personal information of individuals as part of public records, but it is not acceptable for individuals to publicly release information about government employees. The ruling highlights the tension between government transparency and employee privacy.

This article by ProPublica examines the financial disclosures of members of President Trump's team, providing insight into their personal financial holdings and potential conflicts of interest.

Apple's new Mac Studio desktop computer does not offer a 512GB RAM upgrade option, capping the maximum RAM at 128GB. This article discusses the technical limitations and implications of the RAM configuration options available for the Mac Studio.