How to Scan Force Pushed Commits for Secrets
7 by mmcclure | 0 comments on Hacker News.
Thursday, July 31, 2025
New top story on Hacker News: Show HN: Astro dev blog template with 60 interactive colorschemes
Show HN: Astro dev blog template with 60 interactive colorschemes
9 by stelcodes | 2 comments on Hacker News.
I've created and open-sourced an Astro developer blog template with an interactive theme changer that includes all 60 themes bundled with the JS code highlighter Shiki. Changing the theme affects the whole website including the code examples and Giscus comments. Inspired by the aesthetics of raw markdown, I wanted to create a beautiful blog like https://ift.tt/2I8ib0O but supercharged with a modern redesign and the incredible features of Astro. Features: - Simple configuration file - Multiple theme modes (single, light/dark/auto, select) - Giscus comments - RSS feed - SEO best practices + social card generation - Markdown extensions (TOC, admonitions, reading time, etc)
9 by stelcodes | 2 comments on Hacker News.
I've created and open-sourced an Astro developer blog template with an interactive theme changer that includes all 60 themes bundled with the JS code highlighter Shiki. Changing the theme affects the whole website including the code examples and Giscus comments. Inspired by the aesthetics of raw markdown, I wanted to create a beautiful blog like https://ift.tt/2I8ib0O but supercharged with a modern redesign and the incredible features of Astro. Features: - Simple configuration file - Multiple theme modes (single, light/dark/auto, select) - Giscus comments - RSS feed - SEO best practices + social card generation - Markdown extensions (TOC, admonitions, reading time, etc)
Wednesday, July 30, 2025
Tuesday, July 29, 2025
Monday, July 28, 2025
Sunday, July 27, 2025
Saturday, July 26, 2025
Friday, July 25, 2025
Thursday, July 24, 2025
New top story on Hacker News: Show HN: Local Email Client for AI Horseless Carriages
Show HN: Local Email Client for AI Horseless Carriages
6 by shahahmed | 1 comments on Hacker News.
The AI Horseless Carriages article spurred a lot of conversation about how we should just be giving users the system prompt box [0], and we were pretty surprised that a bunch of email clients didn’t pop up following this pattern [1]. So we went ahead and created a local [2] email client that you can run that processes your inbox with your own handwritten rules. It lets you label and archive based on natural language rules. You can draft responses with your own drafting prompt, and there’s a “research sender” option that uses web search to get public info on a sender. You can customize any of the prompts to fit your needs. We’d love to hear what you think and PRs/issues are welcome! [0] https://ift.tt/LGjQ7Py [1] Superhuman seems to be pulling on this thread [2] uses OpenAI for this version, client runs locally, ollama support soon!
6 by shahahmed | 1 comments on Hacker News.
The AI Horseless Carriages article spurred a lot of conversation about how we should just be giving users the system prompt box [0], and we were pretty surprised that a bunch of email clients didn’t pop up following this pattern [1]. So we went ahead and created a local [2] email client that you can run that processes your inbox with your own handwritten rules. It lets you label and archive based on natural language rules. You can draft responses with your own drafting prompt, and there’s a “research sender” option that uses web search to get public info on a sender. You can customize any of the prompts to fit your needs. We’d love to hear what you think and PRs/issues are welcome! [0] https://ift.tt/LGjQ7Py [1] Superhuman seems to be pulling on this thread [2] uses OpenAI for this version, client runs locally, ollama support soon!
Wednesday, July 23, 2025
Tuesday, July 22, 2025
Monday, July 21, 2025
Sunday, July 20, 2025
Saturday, July 19, 2025
Friday, July 18, 2025
Thursday, July 17, 2025
New top story on Hacker News: Ask HN: Is the Ask HN algorithm broken?
Ask HN: Is the Ask HN algorithm broken?
5 by alexathrowawa9 | 0 comments on Hacker News.
I don't understand the ranking algorithm looking in the ask section on HN For example I saw a post with time 6 hours ago with 7 upvotes ranks higher than a post with 22 upvotes 1 hour ago? What is the logic of the ranking? I've noticed this a lot recently, as in the last year or so Also why is a post from 2 weeks ago still on the front page of ask? https://ift.tt/4XpsgKz Anyone understand this algo?
5 by alexathrowawa9 | 0 comments on Hacker News.
I don't understand the ranking algorithm looking in the ask section on HN For example I saw a post with time 6 hours ago with 7 upvotes ranks higher than a post with 22 upvotes 1 hour ago? What is the logic of the ranking? I've noticed this a lot recently, as in the last year or so Also why is a post from 2 weeks ago still on the front page of ask? https://ift.tt/4XpsgKz Anyone understand this algo?
Wednesday, July 16, 2025
Tuesday, July 15, 2025
Monday, July 14, 2025
Sunday, July 13, 2025
Saturday, July 12, 2025
Friday, July 11, 2025
New top story on Hacker News: Show HN: RULER – Easily apply RL to any agent
Show HN: RULER – Easily apply RL to any agent
5 by kcorbitt | 0 comments on Hacker News.
Hey HN, Kyle here, one of the co-founders of OpenPipe. Reinforcement learning is one of the best techniques for making agents more reliable, and has been widely adopted by frontier labs. However, adoption in the outside community has been slow because it's so hard to implement. One of the biggest challenges when adapting RL to a new task is the need for a task-specific "reward function" (way of measuring success). This is often difficult to define, and requires either high-quality labeled data and/or significant domain expertise to generate. RULER is a drop-in reward function that works across different tasks without any of that complexity. It works by showing N trajectories to an LLM judge and asking it to rank them relative to each other. This sidesteps the calibration issues that plague most LLM-as-judge approaches. Combined with GRPO (which only cares about relative scores within groups), it just works (surprisingly well!). We have a full writeup on the blog, including results on 4 production tasks. On all 4 tasks, small Qwen 2.5 models trained with RULER+GRPO beat the best prompted frontier model, despite being significantly smaller and cheaper to run. Surprisingly, they even beat models trained with hand-crafted reward functions on 3/4 tasks! https://ift.tt/NEc0MRZ Repo: https://ift.tt/0HT3km5
5 by kcorbitt | 0 comments on Hacker News.
Hey HN, Kyle here, one of the co-founders of OpenPipe. Reinforcement learning is one of the best techniques for making agents more reliable, and has been widely adopted by frontier labs. However, adoption in the outside community has been slow because it's so hard to implement. One of the biggest challenges when adapting RL to a new task is the need for a task-specific "reward function" (way of measuring success). This is often difficult to define, and requires either high-quality labeled data and/or significant domain expertise to generate. RULER is a drop-in reward function that works across different tasks without any of that complexity. It works by showing N trajectories to an LLM judge and asking it to rank them relative to each other. This sidesteps the calibration issues that plague most LLM-as-judge approaches. Combined with GRPO (which only cares about relative scores within groups), it just works (surprisingly well!). We have a full writeup on the blog, including results on 4 production tasks. On all 4 tasks, small Qwen 2.5 models trained with RULER+GRPO beat the best prompted frontier model, despite being significantly smaller and cheaper to run. Surprisingly, they even beat models trained with hand-crafted reward functions on 3/4 tasks! https://ift.tt/NEc0MRZ Repo: https://ift.tt/0HT3km5
Thursday, July 10, 2025
Wednesday, July 9, 2025
Tuesday, July 8, 2025
Monday, July 7, 2025
New top story on Hacker News: Show HN: I Got Tired of Calculator Sites, So I Built My Own
Show HN: I Got Tired of Calculator Sites, So I Built My Own
14 by calculatehow | 7 comments on Hacker News.
I’ve always found that online calculators tend to have bad UIs, especially on mobile. Most of the calculator websites I’ve come across use outdated and inconvenient ways of inputting data, or they format the results in confusing ways. I’ve noticed that fraction calculators (especially mixed fractions) are terrible to use, even on desktop. I haven’t built one of those yet, but it’s something I’m planning to tackle soon. This is a project I’ve always wanted to work on, but I’m relatively new to this space. So far, I’ve created a collection of simple calculators focused on math and finance. I’d really appreciate any feedback on the UI/UX or anything else you think could be improved. You can try it here: https://ift.tt/nQekAFM
14 by calculatehow | 7 comments on Hacker News.
I’ve always found that online calculators tend to have bad UIs, especially on mobile. Most of the calculator websites I’ve come across use outdated and inconvenient ways of inputting data, or they format the results in confusing ways. I’ve noticed that fraction calculators (especially mixed fractions) are terrible to use, even on desktop. I haven’t built one of those yet, but it’s something I’m planning to tackle soon. This is a project I’ve always wanted to work on, but I’m relatively new to this space. So far, I’ve created a collection of simple calculators focused on math and finance. I’d really appreciate any feedback on the UI/UX or anything else you think could be improved. You can try it here: https://ift.tt/nQekAFM
Sunday, July 6, 2025
Saturday, July 5, 2025
Friday, July 4, 2025
Thursday, July 3, 2025
New top story on Hacker News: Opening up ‘Zero-Knowledge Proof’ technology
Opening up ‘Zero-Knowledge Proof’ technology
20 by doomroot13 | 1 comments on Hacker News.
https://ift.tt/HOT4i5t
20 by doomroot13 | 1 comments on Hacker News.
https://ift.tt/HOT4i5t