HN, this is my first Show HN post, and I'm really nervous, I'm Ayaan, a Frontend Developer. laya-guard is a local check that occurs before any coding agent tool call, deciding whether to approve, send for review, or block the call. When Jev was released, I was curious as to how I could use it, and I quickly discovered Laya which is an open-source 322M model that functions almost identically but runs on a laptop's CPU in under 100ms, as the check is local, there won't be a chance of 3rd parties seeing your commands, directories, or tokens, and there's no charge per call, I often work in Koreanβ¦
The government is using millions of taxpayers' dollars on pro-Trump ads, even after the president said this would not happen. And, federal agents search Rep. Ilhan Omar's D.C. home.

Over the last few weeks I've really been using Codex and Claude to solve a lot of parallel tasks, across a lot of different projects. This lead me to wishing that I could interface with my agents in the same way that I interface with my already existing windows and editors. For me, this usually means that I have like 5 to anywhere around 8 different windows that I drag around depending on where I want to focus, this could mean I am focusing on the terminal now, or I want to test stuff in a simulator or browser; but when I go to interface with agents, I have to manage many tabs, or I have to lβ¦

shadowclone reads the coding-agent sessions already on your disk, finds where you corrected the agent and turns those corrections into skills your agents load next time. It supports Claude Code, Codex, Cursor, Pi, and Antigravity. Every capture source is off by default and has its own consent setting. Why I'm building it? I use multiple harnesses and agents, I extensively use Claud Code and Codex, but I also use Cursor and Antigravity every now and then. I didn't want to have to teach every harness or model the things I taught the other ones between my last session and the current one. I alsoβ¦
Article URL: https://github.com/0xguenther/agent-write-path-runs Comments URL: https://news.ycombinator.com/item?id=50068634 Points: 1 # Comments: 0
#hackernews #showhn #projects #duplicate #0xguenther #agentwritepathruns #actions #failed
Trump will headline a rally in Alaska Tuesday, federal agents searched Rep. Ilhan Omar's D.C. home Monday, Trump's diesel deal with Russia frustrates European leaders.

Article URL: https://github.com/giack-hack/synthetic-markets-transfer Comments URL: https://news.ycombinator.com/item?id=50068562 Points: 5 # Comments: 0
Article URL: https://github.com/QingYunA/answer-me-with-html Comments URL: https://news.ycombinator.com/item?id=50068531 Points: 1 # Comments: 0
Article URL: https://github.com/selfishprimate/seekter Comments URL: https://news.ycombinator.com/item?id=50068402 Points: 1 # Comments: 0
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Open source, local and no telemetry. Comments URL: https://news.ycombinator.com/item?id=50066852 Points: 1 # Comments: 0
Hi HN. I partnered with Simon Kley to build this project at innovation intelligence hackathon (Berkeley). Simply, weβre building a usefulness score on top of search for ai-agents. Instead of agents reading 10 ranked relevant pages, we run a usefulness score first and give it only those that pass. Weβre able to save token and cost with this and slightly better answers. During our research, we found out that the current search results already do justice when it comes to simple queries. The rankings work well. They struggle when the task requires deep research or recency matters. So, we deciβ¦
Article URL: https://github.com/pro-vi/vne Comments URL: https://news.ycombinator.com/item?id=50066457 Points: 1 # Comments: 1
Every (personal) agent (like Muse, Instinct, Grokbot, Poke) asks you to connect your email, calendar, and tools again. Permissions are intransparent and every provider ends up building the same integrations. We think there needs to be an independent tool that holds all connections to third party companies. That way you can keep auth separate, audit what an agent does, set fine-grained permissions and easily switch between the agent apps. I built this over the last few days with my friend Konsti. It's open source and weβve put a lot of care into the self-hosting experience. Now my Instinct hβ¦
Article URL: https://cuddly-guide-4q6q54rg76653jvxj-8000.app.github.dev/llms.txt Comments URL: https://news.ycombinator.com/item?id=50064444 Points: 3 # Comments: 0