<rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Hacker News: edvaldodfreitas</title><link>https://news.ycombinator.com/user?id=edvaldodfreitas</link><description>Hacker News RSS</description><docs>https://hnrss.org/</docs><generator>hnrss v2.1.1</generator><lastBuildDate>Fri, 10 Apr 2026 09:48:50 +0000</lastBuildDate><atom:link href="https://hnrss.org/user?id=edvaldodfreitas" rel="self" type="application/rss+xml"></atom:link><item><title><![CDATA[Show HN: Open-source, model-agnostic alternative to Claude Code Review]]></title><description><![CDATA[
<p>Article URL: <a href="https://github.com/kodustech/kodus-ai">https://github.com/kodustech/kodus-ai</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=47317986">https://news.ycombinator.com/item?id=47317986</a></p>
<p>Points: 4</p>
<p># Comments: 0</p>
]]></description><pubDate>Tue, 10 Mar 2026 01:12:24 +0000</pubDate><link>https://github.com/kodustech/kodus-ai</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=47317986</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=47317986</guid></item><item><title><![CDATA[AI agent skills are scattered everywhere, so I indexed 10k]]></title><description><![CDATA[
<p>Article URL: <a href="https://ai-skills.io/">https://ai-skills.io/</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=46795074">https://news.ycombinator.com/item?id=46795074</a></p>
<p>Points: 2</p>
<p># Comments: 0</p>
]]></description><pubDate>Wed, 28 Jan 2026 13:27:13 +0000</pubDate><link>https://ai-skills.io/</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=46795074</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=46795074</guid></item><item><title><![CDATA[Looking for feedback on this AI code review benchmark]]></title><description><![CDATA[
<p>Article URL: <a href="https://codereviewbench.com/">https://codereviewbench.com/</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=45745666">https://news.ycombinator.com/item?id=45745666</a></p>
<p>Points: 1</p>
<p># Comments: 0</p>
]]></description><pubDate>Wed, 29 Oct 2025 12:01:34 +0000</pubDate><link>https://codereviewbench.com/</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=45745666</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=45745666</guid></item><item><title><![CDATA[New comment by edvaldodfreitas in "Ask HN: What's your 2025 code review workflow? GitHub UI feels ancient"]]></title><description><![CDATA[
<p>I'm part of the team at Kodus, and we're building a code review agent called Kody.<p>It runs directly on GitHub PRs and automatically comments with suggestions based on your team’s own patterns. Kody learns from what you usually accept or reject in reviews, so the feedback gets more aligned with your style over time.<p>You can also create custom rules to enforce the practices your team already follows, without relying on traditional linting or static analysis.<p>And if you want to go further, you can bring in external data through MCP — for example, pulling context from tools like Jira, Notion, or Playwright to make the suggestions even more relevant.<p>The goal is to speed up reviews without losing quality. If you want to give it a try: (<a href="https://kodus.io" rel="nofollow">https://kodus.io</a>)</p>
]]></description><pubDate>Mon, 21 Jul 2025 13:02:18 +0000</pubDate><link>https://news.ycombinator.com/item?id=44634620</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=44634620</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44634620</guid></item><item><title><![CDATA[New comment by edvaldodfreitas in "The Cost of Human-Centric Tools in LLM Workflows"]]></title><description><![CDATA[
<p>You can try out Kodus (<a href="https://kodus.io" rel="nofollow">https://kodus.io</a>)</p>
]]></description><pubDate>Mon, 14 Jul 2025 17:16:42 +0000</pubDate><link>https://news.ycombinator.com/item?id=44562696</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=44562696</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44562696</guid></item><item><title><![CDATA[New comment by edvaldodfreitas in "Do AI Code Review Tools Work, or Just Pretend?"]]></title><description><![CDATA[
<p>I’m part of the Kodus team, so take this with a grain of salt, but our focus has always been to avoid empty hype and actually build something useful for day-to-day code review. If you want to give it a try, I’d love to hear your feedback: <a href="https://kodus.io" rel="nofollow">https://kodus.io</a></p>
]]></description><pubDate>Thu, 26 Jun 2025 14:40:46 +0000</pubDate><link>https://news.ycombinator.com/item?id=44387917</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=44387917</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44387917</guid></item><item><title><![CDATA[New comment by edvaldodfreitas in "What is your experience with AI code review tools?"]]></title><description><![CDATA[
<p>Great to see this topic coming up! I work at Kodus, so I’m closely involved with both the development and real-world application of AI-powered code review tools.<p>From my experience (and from what I hear from users), AI really helps raise the bar for code reviews: it catches bugs, suggests style improvements, flags inconsistencies, and helps maintain security and quality standards. What I find most interesting is how the AI learns from the team’s own history, so the suggestions become more and more aligned with the reality of each project.<p>At Kodus, we built Kody, an AI agent that integrates with GitHub, GitLab, Bitbucket, and Azure DevOps. Kody provides contextual suggestions and evolves with your team’s feedback. A cool feature is that Kody can analyze your project’s review history and suggest custom rules, which makes it much easier to maintain standards and retain knowledge as your team grows.<p>For mid-level developers, I see AI as a powerful ally: it brings objective criteria, suggests best practices, and speeds up learning—making it easier and more comfortable to participate in reviews, even alongside more experienced developers.<p>If you want to learn more, Kodus is open source, easy to integrate, and very flexible. You can check it out at <a href="https://kodus.io" rel="nofollow">https://kodus.io</a><p>Bottom line: AI doesn’t replace human reviewers, but it really helps speed up the process, standardize practices, and support team growth. If you want to chat more or have questions about Kodus, feel free to reach out!</p>
]]></description><pubDate>Tue, 17 Jun 2025 16:51:52 +0000</pubDate><link>https://news.ycombinator.com/item?id=44301164</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=44301164</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44301164</guid></item><item><title><![CDATA[Using Kodus to connect open source LLMs to your code reviews]]></title><description><![CDATA[
<p>Article URL: <a href="https://docs.kodus.io/cookbook/en/novita">https://docs.kodus.io/cookbook/en/novita</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=44200538">https://news.ycombinator.com/item?id=44200538</a></p>
<p>Points: 1</p>
<p># Comments: 0</p>
]]></description><pubDate>Fri, 06 Jun 2025 13:15:02 +0000</pubDate><link>https://docs.kodus.io/cookbook/en/novita</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=44200538</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44200538</guid></item><item><title><![CDATA[Been improving Kodus (OSS AI code review). More context, more scale, smoother]]></title><description><![CDATA[
<p>Article URL: <a href="https://kodus.io/en/changelog-en/">https://kodus.io/en/changelog-en/</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=44191991">https://news.ycombinator.com/item?id=44191991</a></p>
<p>Points: 2</p>
<p># Comments: 0</p>
]]></description><pubDate>Thu, 05 Jun 2025 14:21:35 +0000</pubDate><link>https://kodus.io/en/changelog-en/</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=44191991</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44191991</guid></item><item><title><![CDATA[New comment by edvaldodfreitas in "Ask HN: Merge Request Review Agent?"]]></title><description><![CDATA[
<p>Hey, I’m part of the Kodus team. We built an open source code review agent. It’d be awesome if you gave it a try. Here’s the repo (<a href="https://github.com/kodustech/kodus-ai">https://github.com/kodustech/kodus-ai</a>)</p>
]]></description><pubDate>Wed, 28 May 2025 18:33:35 +0000</pubDate><link>https://news.ycombinator.com/item?id=44119142</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=44119142</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44119142</guid></item><item><title><![CDATA[New comment by edvaldodfreitas in "Code review rules generated from your team's feedback"]]></title><description><![CDATA[
<p>How many times have you dropped the same comment in a code review?<p>→ Don’t use new Date() directly. Inject a Clock.
→ This code is duplicated.
→ We don’t use lodash here.<p>Feels like we’re doing reviews on repeat in 2025.<p>That’s exactly why we built one of the most used features in Kodus: Kody Rules.<p>Team rules, your way, right inside the PR flow.<p>And the best part?<p>Kody learns from your team’s reviews.<p>It watches the comments you leave on PRs and starts suggesting those same things on the next ones.<p>No config upfront. No model training.<p>I recorded a quick video showing one of the rules we use: <a href="https://youtu.be/0J4TtooYDHU" rel="nofollow">https://youtu.be/0J4TtooYDHU</a><p>→ “Avoid using new Date() directly in services. Inject the Clock.”<p>Simple, but it prevents annoying bugs, saves repetitive back-and-forth, and keeps standards in place without anyone having to remember them.<p>If you could automate just ONE comment you keep repeating in reviews, what would it be?</p>
]]></description><pubDate>Thu, 22 May 2025 12:47:14 +0000</pubDate><link>https://news.ycombinator.com/item?id=44061535</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=44061535</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44061535</guid></item><item><title><![CDATA[Code review rules generated from your team's feedback]]></title><description><![CDATA[
<p>Article URL: <a href="https://kodus.io/">https://kodus.io/</a></p>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=44061534">https://news.ycombinator.com/item?id=44061534</a></p>
<p>Points: 1</p>
<p># Comments: 1</p>
]]></description><pubDate>Thu, 22 May 2025 12:47:14 +0000</pubDate><link>https://kodus.io/</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=44061534</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=44061534</guid></item><item><title><![CDATA[New comment by edvaldodfreitas in "Ask HN: How much better are AI code reviews vs. human code reviews?"]]></title><description><![CDATA[
<p>A lot of people have been trying out AI code review tools, but what I see most often is feedback that sounds smart but isn’t actually helpful. Either it flags way too much, or it misses the important stuff. In the end, it just adds more noise to the PR.<p>Teams that rely purely on LLMs like ChatGPT or Gemini run into this all the time — generic comments, no real understanding of the project, and sometimes subtle mistakes. It’s hard to trust, let alone use it as a real part of your review workflow.<p>That’s exactly why we built Kodus. It’s an AI-powered code review platform that runs directly on your PRs, combining generative intelligence with deterministic rules based on how your team already works. The result is less noise, more consistent feedback, and more time to focus on what actually matters.<p>If you want to give it a try and share feedback, we’d love to hear it. We’re improving the platform based on real-world usage <a href="https://kodus.io" rel="nofollow">https://kodus.io</a></p>
]]></description><pubDate>Mon, 12 May 2025 14:21:25 +0000</pubDate><link>https://news.ycombinator.com/item?id=43963272</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=43963272</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43963272</guid></item><item><title><![CDATA[New comment by edvaldodfreitas in "What's the best AI code review tool? An independent evaluation of 8 tools"]]></title><description><![CDATA[
<p>Really liked the analysis.<p>We’re building Kodus, an AI code review agent that works directly on GitHub, GitLab, Bitbucket, or Azure. The idea is that Kody, our agent, leaves comments on PRs with suggestions based on your team’s existing patterns. And over time, it learns from the reviews your team has already done.<p>You can configure what it comments on and how it gives feedback, and everything happens right inside the PR so the team doesn’t have to leave their usual flow.<p>If you feel like testing it out and sharing feedback, we’d really appreciate it. We’re listening closely to the community to make Kody more useful in real-world workflows. <a href="https://kodus.io" rel="nofollow">https://kodus.io</a></p>
]]></description><pubDate>Mon, 12 May 2025 14:07:50 +0000</pubDate><link>https://news.ycombinator.com/item?id=43963077</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=43963077</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43963077</guid></item><item><title><![CDATA[Show HN: AI code review now available on Azure DevOps]]></title><description><![CDATA[
<p>Hey everyone,<p>Just wanted to share a quick update we just launched at Kodus.<p>For those who don’t know it yet, Kodus is a code review agent that runs directly in your team’s Git workflow (GitHub, GitLab, Bitbucket… and now Azure DevOps as well). It helps maintain code quality and consistency by analyzing each PR based on your team’s own rules and repository standards.<p>Support for Azure had been a common request — so if your team uses it, you can now plug Kodus right into your workflow and give it a try.<p>Docs: <a href="https://docs.kodus.io/how_to_use/en/overview" rel="nofollow">https://docs.kodus.io/how_to_use/en/overview</a>
Repo: <a href="https://github.com/kodustech/kodus-ai">https://github.com/kodustech/kodus-ai</a><p>We’re constantly improving the tool, so any feedback, suggestions, or criticism would be super helpful!</p>
<hr>
<p>Comments URL: <a href="https://news.ycombinator.com/item?id=43872568">https://news.ycombinator.com/item?id=43872568</a></p>
<p>Points: 2</p>
<p># Comments: 0</p>
]]></description><pubDate>Fri, 02 May 2025 17:24:32 +0000</pubDate><link>https://kodus.io/en/</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=43872568</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43872568</guid></item><item><title><![CDATA[New comment by edvaldodfreitas in "AI Horseless Carriages"]]></title><description><![CDATA[
<p>Do you use any tools for that or did you build something in-house?</p>
]]></description><pubDate>Fri, 02 May 2025 12:58:24 +0000</pubDate><link>https://news.ycombinator.com/item?id=43869150</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=43869150</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43869150</guid></item><item><title><![CDATA[New comment by edvaldodfreitas in "Ask HN: What's the best way to get started with LLM-assisted programing?"]]></title><description><![CDATA[
<p>I’m part of the team at Kodus and it’s been 4 days since we open sourced Kody, our AI that helps with code reviews<p>Here’s the repo if you want to check it out <a href="https://github.com/kodustech/kodus-ai">https://github.com/kodustech/kodus-ai</a><p>Feedback is more than welcome</p>
]]></description><pubDate>Mon, 07 Apr 2025 17:29:06 +0000</pubDate><link>https://news.ycombinator.com/item?id=43613878</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=43613878</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43613878</guid></item><item><title><![CDATA[New comment by edvaldodfreitas in "AI Code review is always wrong"]]></title><description><![CDATA[
<p>So, the problem with a lot of tools is that they don’t really get the full context of the code. They either suggest things that aren’t a priority or don’t understand the team’s patterns.<p>I’m part of the team at Kodus—we automate code review, but in a way that actually makes sense for your team. You can set up your own review standards and tweak the minimum severity for suggestions—basically, tell Kody what really matters to you.<p>If you wanna give it a try and let us know what you think, we’d love to hear your feedback! <a href="https://kodus.io/en" rel="nofollow">https://kodus.io/en</a></p>
]]></description><pubDate>Wed, 05 Mar 2025 16:16:50 +0000</pubDate><link>https://news.ycombinator.com/item?id=43268587</link><dc:creator>edvaldodfreitas</dc:creator><comments>https://news.ycombinator.com/item?id=43268587</comments><guid isPermaLink="false">https://news.ycombinator.com/item?id=43268587</guid></item></channel></rss>