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Show HN: Vet – Prevent coding agents from making mistakes

Cloudflare rewrites Next.js as AI rewrites commercial open source

Show HN: PageAgent, A GUI agent that lives inside your web app Title: Show HN: PageAgent, A GUI agent that lives inside your web app<p>Hi HN,<p>I&#x27;m building PageAgent, an open-source (MIT) library that embeds an AI agent directly into your frontend.<p>I built this because I believe there&#x27;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.<p>Currently, most AI agents operate from external clients or server-side programs, effectively leaving web development out of the AI ecosystem. I&#x27;m experimenting with an &quot;inside-out&quot; 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&#x27;s active session out of the box, which works perfectly for SPAs.<p>To handle cross-page tasks, I built an optional browser extension that acts as a &quot;bridge&quot;. 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.<p>I&#x27;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!

Show HN: Tracemap – run and visualize traceroutes from probes around the world Hi HN,<p>I thought it would be fun to plot a traceroute on a map to visually see the path packets take. I know this idea has been done before, but I still wanted to scratch that itch.<p>The first version just let you paste in a traceroute and it would plot the hops on a map. Later I discovered Globalping (<a href="https:&#x2F;&#x2F;globalping.io" rel="nofollow">https:&#x2F;&#x2F;globalping.io</a>), which allows you to run traceroutes and MTRs from probes around the world, so I integrated that into the tool.<p>From playing around with it, I noticed a few interesting things:<p>• It&#x27;s very easy to spot incorrect IP geolocation. If a hop shows 1–2 ms latency but appears to jump across continents, the geolocation is probably wrong.<p>• Suboptimal routing is sometimes much easier to notice visually than by just looking at latency numbers.<p>• Even with really good databases like IPinfo, IP geolocation is still not perfect, so parts of the path may occasionally be misleading.<p>Huge credit to the teams behind Globalping and IPinfo — Globalping for the measurement infrastructure and IPinfo for the geolocation data.<p>Feedback welcome.

A GitHub Issue Title Compromised 4k Developer Machines

A refined collection of Hypervelocity Engineering components (instructions, prompts, agents) to start your project off right, or upgrade your existing projects to get the most out of all Copilots

A specialized Claude Code workspace for creating long-form, SEO-optimized blog content for any business. This system helps you research, write, analyze, and optimize content that ranks well and serves your target audience.

Wikipedia in read-only mode following mass admin account compromise <a href="https:&#x2F;&#x2F;wikipediocracy.com&#x2F;forum&#x2F;viewtopic.php?f=8&amp;t=14555" rel="nofollow">https:&#x2F;&#x2F;wikipediocracy.com&#x2F;forum&#x2F;viewtopic.php?f=8&amp;t=14555</a><p><a href="https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Wikipedia:Village_pump_(technical)#Meta-Wiki_compromised" rel="nofollow">https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Wikipedia:Village_pump_(techni...</a><p><a href="https:&#x2F;&#x2F;old.reddit.com&#x2F;r&#x2F;wikipedia&#x2F;comments&#x2F;1rllcdg&#x2F;megathread_wikimedia_wikis_locked_accounts&#x2F;" rel="nofollow">https:&#x2F;&#x2F;old.reddit.com&#x2F;r&#x2F;wikipedia&#x2F;comments&#x2F;1rllcdg&#x2F;megathre...</a>

Show HN: Jido 2.0, Elixir Agent Framework Hi HN!<p>I&#x27;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.<p>Jido now supports a host of Agentic features, including:<p>- 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<p>I know Agent Frameworks can be considered a bit stale, but there hasn&#x27;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.<p>My background is enterprise engineering, distributed systems and Open Source. We&#x27;ve got a strong and growing community of builders committed to the Jido ecosystem. We&#x27;re looking forward to what gets built on top of Jido!<p>Come build agents with us!

The IRIX 6.5.7M (sgi) source code

Rising carbon dioxide levels now detected in human blood

Show HN: Hormuz Crisis Dashboard Real-time shipping disruption tracker Built this in ~4 hours with zero coding background. Tracks a few economy angles of the largest acute shipping disruption since WWII.

Show HN: Keep large tool output out of LLM context: 3x accuracy 95% fewer tokens 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.<p>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.<p>Instead of reasoning over full JSON in the prompt, the model runs a small Python query:<p><pre><code> def run(data, schema, params): return max(data, key=lambda x: x[&quot;magnitude&quot;])[&quot;place&quot;] </code></pre> Query code runs in a constrained subprocess (AST&#x2F;import guards + timeout&#x2F;memory caps). Only the computed result is returned to the model.<p>Benchmark (Claude Sonnet 4.6, 103 questions across 12 datasets):<p>- Baseline (raw JSON in prompt): 34&#x2F;103 (33%), 10.7M input tokens<p>- Sift (artifact + code query): 102&#x2F;103 (99%), 489K input tokens<p>Open benchmark + MIT code: <a href="https:&#x2F;&#x2F;github.com&#x2F;lourencomaciel&#x2F;sift-gateway" rel="nofollow">https:&#x2F;&#x2F;github.com&#x2F;lourencomaciel&#x2F;sift-gateway</a><p>Install:<p><pre><code> pipx install sift-gateway sift-gateway init --from claude </code></pre> Works with Claude Code, Cursor, Windsurf, Zed, and VS Code. Existing MCP servers and tools require no changes.

Relax NG is a schema language for XML (2014)

Shannon Lite is a fully autonomous AI pentester for web apps and APIs. 96.15% (100/104 exploits) on a hint-free, source-aware variant of the XBOW benchmark.

Show HN: Poppy – A simple app to stay intentional with relationships I built Poppy as a side project to help people keep in touch more intentionally. Would love feedback on onboarding, reminders, and overall UX. Happy to answer questions.

Regulator contacts Meta over workers watching intimate AI glasses videos

Google Workspace CLI

Show HN: Potatoverse, home for your vibecoded apps DEMO: <a href="https:&#x2F;&#x2F;tubersalltheway.top&#x2F;zz&#x2F;pages&#x2F;auth&#x2F;login" rel="nofollow">https:&#x2F;&#x2F;tubersalltheway.top&#x2F;zz&#x2F;pages&#x2F;auth&#x2F;login</a>

NRC Issues First Commercial Reactor Construction Approval in 10 Years [pdf]