Asynchronous Error Handling Is Hard
11 by hedgehog | 1 comments on Hacker News.
Monday, 30 June 2025
Sunday, 29 June 2025
New top story on Hacker News: Show HN: A tool to benchmark LLM APIs (OpenAI, Claude, local/self-hosted)
Show HN: A tool to benchmark LLM APIs (OpenAI, Claude, local/self-hosted)
3 by mrqjr | 1 comments on Hacker News.
I recently built a small open-source tool to benchmark different LLM API endpoints — including OpenAI, Claude, and self-hosted models (like llama.cpp). It runs a configurable number of test requests and reports two key metrics: • First-token latency (ms): How long it takes for the first token to appear • Output speed (tokens/sec): Overall output fluency Demo: https://llmapitest.com/ Code: https://ift.tt/Zyr32Rs The goal is to provide a simple, visual, and reproducible way to evaluate performance across different LLM providers, including the growing number of third-party “proxy” or “cheap LLM API” services. It supports: • OpenAI-compatible APIs (official + proxies) • Claude (via Anthropic) • Local endpoints (custom/self-hosted) You can also self-host it with docker-compose. Config is clean, adding a new provider only requires a simple plugin-style addition. Would love feedback, PRs, or even test reports from APIs you’re using. Especially interested in how some lesser-known services compare.
3 by mrqjr | 1 comments on Hacker News.
I recently built a small open-source tool to benchmark different LLM API endpoints — including OpenAI, Claude, and self-hosted models (like llama.cpp). It runs a configurable number of test requests and reports two key metrics: • First-token latency (ms): How long it takes for the first token to appear • Output speed (tokens/sec): Overall output fluency Demo: https://llmapitest.com/ Code: https://ift.tt/Zyr32Rs The goal is to provide a simple, visual, and reproducible way to evaluate performance across different LLM providers, including the growing number of third-party “proxy” or “cheap LLM API” services. It supports: • OpenAI-compatible APIs (official + proxies) • Claude (via Anthropic) • Local endpoints (custom/self-hosted) You can also self-host it with docker-compose. Config is clean, adding a new provider only requires a simple plugin-style addition. Would love feedback, PRs, or even test reports from APIs you’re using. Especially interested in how some lesser-known services compare.
Saturday, 28 June 2025
Friday, 27 June 2025
Robert F. Kennedy Jr. Tells Fox News The Rotten Truth About His Anti-Fluoride Crusade
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Thursday, 26 June 2025
Jill Biden's 'work husband' runs for cover as privilege protection crumbles
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Wednesday, 25 June 2025
Tuesday, 24 June 2025
Monday, 23 June 2025
Fart walking — do this 10-minute indoor walking workout immediately after eating to lower your blood sugar, aid weight loss
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Sunday, 22 June 2025
New top story on Hacker News: Show HN: Report idling vehicles in NYC (and get a cut of the fines) with AI
Show HN: Report idling vehicles in NYC (and get a cut of the fines) with AI
49 by rafram | 31 comments on Hacker News.
New York City has this cool program that lets anyone report idling commercial vehicles and get a large cut of the fines [1]. It's been in the news recently [2]. I've filed a few reports, and I found the process frustrating and error-prone. The forms are fiddly, there's way too much information that needs to be copied down from the video by hand, you have to use a third-party app to take a timestamped video and a different app to compress it before uploading, and approximately none of it can be done on your phone — the device you probably used to record your video in the first place. I built Idle Reporter to make filing complaints into a five-minute process that you can do entirely from your phone. Idle Reporter uses AI to automatically extract all the required information and screenshots from the video and fill out the form for you. It compresses your video, adds the required screenshots, and uploads the whole thing to DEP. All you have to do is log in, give it a final check, and submit. The AI features cost me money to run, so I put those behind a subscription ($5.99/month, which can pay for itself after a single report). There's a one-week free trial so you can test it out. All the other features — including a fully-featured timestamp camera, which other apps charge for, and an editor for filling out the forms manually and submitting in a single step — will be free forever, as a service to the community. The app is iOS-only for now — part of this was an exercise in learning SwiftUI in my spare time. Check it out on the App Store and let me know what you think! [1]: https://ift.tt/7J3gClG... [2]: https://ift.tt/bWVBna0...
49 by rafram | 31 comments on Hacker News.
New York City has this cool program that lets anyone report idling commercial vehicles and get a large cut of the fines [1]. It's been in the news recently [2]. I've filed a few reports, and I found the process frustrating and error-prone. The forms are fiddly, there's way too much information that needs to be copied down from the video by hand, you have to use a third-party app to take a timestamped video and a different app to compress it before uploading, and approximately none of it can be done on your phone — the device you probably used to record your video in the first place. I built Idle Reporter to make filing complaints into a five-minute process that you can do entirely from your phone. Idle Reporter uses AI to automatically extract all the required information and screenshots from the video and fill out the form for you. It compresses your video, adds the required screenshots, and uploads the whole thing to DEP. All you have to do is log in, give it a final check, and submit. The AI features cost me money to run, so I put those behind a subscription ($5.99/month, which can pay for itself after a single report). There's a one-week free trial so you can test it out. All the other features — including a fully-featured timestamp camera, which other apps charge for, and an editor for filling out the forms manually and submitting in a single step — will be free forever, as a service to the community. The app is iOS-only for now — part of this was an exercise in learning SwiftUI in my spare time. Check it out on the App Store and let me know what you think! [1]: https://ift.tt/7J3gClG... [2]: https://ift.tt/bWVBna0...
Saturday, 21 June 2025
Guarded by a unit no one knew existed, Khamenei lives in fear
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Friday, 20 June 2025
Sean 'Diddy' Combs trial recap: Ex-assistant Brendan Paul testifies he bought drugs for Combs — but he was no 'drug mule'
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‘Prepared citizen’ movement growing among Americans
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New top story on Hacker News: Show HN: SecureBuild – Zero-CVE Images That Pay OSS Projects
Show HN: SecureBuild – Zero-CVE Images That Pay OSS Projects
18 by grantlmiller | 7 comments on Hacker News.
We're launching SecureBuild: https://securebuild.com — a new way for open source projects and maintainers to earn revenue by partnering with and endorsing our Zero-CVE container images of their project. We’ve spent the last decade at Replicated ( https://ift.tt/h4i5yqZ ) helping commercial and open source software vendors securely distribute their apps to enterprise environments. During that time, we saw firsthand how hard it is for maintainers to fund their work, and how increasingly demanding enterprises have become when it comes to demonstrable security and scanning. SecureBuild is our attempt to bridge that gap. Built on top of Wolfi ( https://ift.tt/9w3yfeb ), we provide Zero-CVE container images with tight SLAs, full SBOMs, etc, but we route 70% of direct subscription revenue back to the open source projects that create them. We’re especially interested in partnering with open source maintainers who want to make their projects more secure and sustainable without changing licenses. We handle builds, hosting, sales, patching, and customer delivery. I'm Grant ( https://ift.tt/szHjDa4 ), co-founder of Replicated & co-creator of SecureBuild, working with my co-founder Marc Campbell ( https://ift.tt/ksXocD6 ). We hope this can be part of a broader push toward a more secure, economically sustainable future for open source. Happy to answer questions and share more details!
18 by grantlmiller | 7 comments on Hacker News.
We're launching SecureBuild: https://securebuild.com — a new way for open source projects and maintainers to earn revenue by partnering with and endorsing our Zero-CVE container images of their project. We’ve spent the last decade at Replicated ( https://ift.tt/h4i5yqZ ) helping commercial and open source software vendors securely distribute their apps to enterprise environments. During that time, we saw firsthand how hard it is for maintainers to fund their work, and how increasingly demanding enterprises have become when it comes to demonstrable security and scanning. SecureBuild is our attempt to bridge that gap. Built on top of Wolfi ( https://ift.tt/9w3yfeb ), we provide Zero-CVE container images with tight SLAs, full SBOMs, etc, but we route 70% of direct subscription revenue back to the open source projects that create them. We’re especially interested in partnering with open source maintainers who want to make their projects more secure and sustainable without changing licenses. We handle builds, hosting, sales, patching, and customer delivery. I'm Grant ( https://ift.tt/szHjDa4 ), co-founder of Replicated & co-creator of SecureBuild, working with my co-founder Marc Campbell ( https://ift.tt/ksXocD6 ). We hope this can be part of a broader push toward a more secure, economically sustainable future for open source. Happy to answer questions and share more details!
Thursday, 19 June 2025
Wednesday, 18 June 2025
New top story on Hacker News: Show HN: Free local security checks for AI coding in VSCode, Cursor and Windsurf
Show HN: Free local security checks for AI coding in VSCode, Cursor and Windsurf
11 by jaimefjorge | 5 comments on Hacker News.
Hi HN! We just launched Codacy Guardrails, an IDE extension with a CLI for code analysis and MCP server that enforces security & quality rules on AI-generated code in real-time. It hooks into AI coding assistants (like VS Code Agent Mode, Cursor, Windsurf), silently scanning and fixing AI-suggested code that has vulnerabilities or violates your coding standards, while the code it’s being generated. We built this because coding agents can be a double-edged sword. They do boost productivity, but can easily introduce insecure or non-compliant code. One recent research team at NYU found that 40% of Copilot’s outputs were buggy or exploitable [1]. Other surveys mention that people are spending more time debugging AI-generated code [2]. That's why we created “guardrails” to catch security problems early. Codacy Guardrails uses a collection of open-source static analyzers (like Semgrep and Trivy) to scan the AI’s output against 2000+ rules. We currently support JavaScript/TypeScript, Python, and Java, focusing on things like OWASP Top 10 vulns, hardcoded secrets, dependency checks, code complexity and styling violations, and you can customize the rules to match your project’s needs. We're not using any AI models, it's “classic” static code analysis working alongside your AI assistant. Here’s a quick demo: https://youtu.be/pB02u0ntQpM The extension is free for all developers. (We do have paid plans for teams to apply rules centrally, but that’s not needed to use the extension and local code analysis with agents.) Setup is pretty straightforward: Install the extension and enable Codacy’s CLI and MCP Server from the sidebar. We’re eager to hear what the HN community thinks! Does this approach sound useful in your AI coding workflow? Have you encountered security issues from AI-generated code? We hope Codacy Guardrails can make AI-assisted development a bit safer and more trustworthy. Thanks for reading! Get extension: https://ift.tt/HEmkfAz Docs: https://ift.tt/VMuvUYQ... Sources [1]: NYU Research: https://ift.tt/guc36UN... [2]: https://ift.tt/rUZNoGs...
11 by jaimefjorge | 5 comments on Hacker News.
Hi HN! We just launched Codacy Guardrails, an IDE extension with a CLI for code analysis and MCP server that enforces security & quality rules on AI-generated code in real-time. It hooks into AI coding assistants (like VS Code Agent Mode, Cursor, Windsurf), silently scanning and fixing AI-suggested code that has vulnerabilities or violates your coding standards, while the code it’s being generated. We built this because coding agents can be a double-edged sword. They do boost productivity, but can easily introduce insecure or non-compliant code. One recent research team at NYU found that 40% of Copilot’s outputs were buggy or exploitable [1]. Other surveys mention that people are spending more time debugging AI-generated code [2]. That's why we created “guardrails” to catch security problems early. Codacy Guardrails uses a collection of open-source static analyzers (like Semgrep and Trivy) to scan the AI’s output against 2000+ rules. We currently support JavaScript/TypeScript, Python, and Java, focusing on things like OWASP Top 10 vulns, hardcoded secrets, dependency checks, code complexity and styling violations, and you can customize the rules to match your project’s needs. We're not using any AI models, it's “classic” static code analysis working alongside your AI assistant. Here’s a quick demo: https://youtu.be/pB02u0ntQpM The extension is free for all developers. (We do have paid plans for teams to apply rules centrally, but that’s not needed to use the extension and local code analysis with agents.) Setup is pretty straightforward: Install the extension and enable Codacy’s CLI and MCP Server from the sidebar. We’re eager to hear what the HN community thinks! Does this approach sound useful in your AI coding workflow? Have you encountered security issues from AI-generated code? We hope Codacy Guardrails can make AI-assisted development a bit safer and more trustworthy. Thanks for reading! Get extension: https://ift.tt/HEmkfAz Docs: https://ift.tt/VMuvUYQ... Sources [1]: NYU Research: https://ift.tt/guc36UN... [2]: https://ift.tt/rUZNoGs...
Tuesday, 17 June 2025
Monday, 16 June 2025
Over 9.9 Million Are Floored By This Tweet From A MAGA Voter Who Says Her Son Won't Talk To Her Anymore
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Sunday, 15 June 2025
Saturday, 14 June 2025
Soyuz Crew Docks With ISS - Watch This Amazing Time-Lapse
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Friday, 13 June 2025
Supreme Court win for girl with epilepsy expected to make disability lawsuits against schools easier
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Two women die in water at national park beauty spot
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Thursday, 12 June 2025
Are You Looking for a High-Growth Dividend Stock?
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Wednesday, 11 June 2025
Officials issue warning as potential US law change could have devastating economic impact: 'Life-changing'
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Tuesday, 10 June 2025
Monday, 9 June 2025
New top story on Hacker News: Apple introduces a universal design across platforms
Apple introduces a universal design across platforms
32 by meetpateltech | 40 comments on Hacker News.
32 by meetpateltech | 40 comments on Hacker News.
Sunday, 8 June 2025
Saturday, 7 June 2025
Friday, 6 June 2025
How To Get Rich in 6 Months Starting With $0, According to Austin Williams
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Thursday, 5 June 2025
17 Facts About US History That Will Remind You Things Aren't Uniquely Horrific Now — They've Always Been Terrible
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Wednesday, 4 June 2025
Tuesday, 3 June 2025
'Rich Dad Poor Dad' author warns 'the biggest crash in history is coming'
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Monday, 2 June 2025
Could you see the northern lights over RI, New England tonight? It's possible. See map
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Sunday, 1 June 2025
Stephen Miller Seems Unfazed by Wife Leaving With Musk
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