... performing the flow with our Record It Yourself feature) Claude Haiku drives a real browser, intelligently clicking and typing on the live page Get a beautiful report in minutes: video replay, per-step screenshots, console/network errors with full replayable trace, and WCAG accessibility checks Key Features: AI that adapts when your UI changes (no more brittle selectors) Chaos Mode: simulates impatient users with network drops + rapid clicks API testing with natural language assertions Full-site accessibility scanner One-click CI/CD ... ... triggers (block deploys that break) Full Trace

... what they actually offered. At some point I figured, if this frustrates me this much, there are probably a ton of other people feeling the same way. So I decided to just build my own. That's how Traceo came about, a Chrome extension for designers, developers, and QA folks. Instead of digging through DevTools to inspect CSS or report a UI bug, Traceo

... loop: And this is how to wire it up for your own agent. 1. Instrument the agent The loop begins with seeing everything. Point your agent's OpenTelemetry exporter at Latitude and every interaction arrives as a trace, carrying the model calls, tool calls, retrieved context, latency, and cost. Related traces

... probably saw the VS Code 1.117 story: "Co-authored-by: Copilot" silently added to commits by default, including for code that Copilot never wrote. Microsoft reverted it in 1.119. Good. But the revert is the wrong ending to the right story. The developer anger was about consent and accuracy both valid. What did not get picked up in the discourse was the architectural question underneath: even when Copilot does write code, a git trailer tells you almost nothing useful ... ... capture provenance at insertion time before the diff ever hits git. Each insertion generates a structured record with roughly 40 fields: four timestamps, the full prompt body, the raw model response, 10 named capability slots indicating what was captured versus

... editor applies the change, that prompt is gone. Git records the diff. Nothing else records the origin by default. There is no reconstruct operation. I built LineageLens partly because I ran into this problem in my own workflow traced a bug to a block I had accepted from Cursor weeks earlier and had no way to recover what I had asked for. The architecture reflects this constraint directly: the Base extension (free, zero config, VS

... Thanks for checking out Audex Trace. Trace

... Something I built led to a design decision I want to get feedback on. LineageLens is a free VS Code extension that captures every AI code insertion and scores it for risk on a 0 100 scale. Works with Cursor, Copilot, ClaudeCode, Gemini CLI. Zero config on install just start using your AI tools and your insertions start showing up in the sidebar. The scoring is deterministic rules: +28 for credential-like material, +24 for eval/exec patterns, +22 for subprocess ... ... calls, +14 for landing in an auth or payments file, and so on. Fully traceable

... read versus what they say they want? Because my strong suspicion is there's a gap, everyone lists all six fields as essential, but in practice they glance at the diff and the failed checks and never open the rest until something breaks, at which point they want the unverified set and the tool-call trace

... Product Hunt, I built TraceFix after spending way too many hours on log errors that turned out to have a one-command fix I just didn't know what I was looking at. What it does: You paste a Linux, SSH, systemd, or nginx log. It tells you the root cause, explains what went wrong, and gives you the exact command to fix it. No prompts, no back and forth. Why I built it: Every engineer I know has lost ... ... analyses? What log types are missing that you'd want covered? What would make you come back after the first use? Would love honest feedback from this community especially from anyone who deals with Linux/DevOps logs regularly. Try it: tracefix.vercel.app

... monitoring, debugging, patching, scaling, and governing, still falls entirely on you. The moment your AI-generated app hits production, you're back in the same ops hell that existed before AI: waking up at 2am to a PagerDuty alert, tracing through logs, writing a fix, pushing to CI, hoping the deploy works. AI has made building software faster. It did nothing about maintaining it. That's the problem we are building Solen to solve. What Solen actually is Solen ... ... self-healing loop: the part nobody else has built This is Solen's core differentiator. Here's how it works: Monitoring detects an anomaly and fires a structured event to the diagnostic engine with full error context stack trace

... everyone While working with Claude Code in VS Code , I ran into a small but frustrating workflow issue. For months I ve been using Antigravity , which allows you to select code and press Ctrl + L to instantly send that snippet as context to the agent. Even better, you can repeat this multiple times in the same message, and the UI provides context chips that let you trace

... years and love the second brain concept. But I personally struggled with two things: - Local-first structure - Paid sync for cross-device access So I built something for myself fully browser-based and accessible from anywhere. That s how **Tracen** was born. What is Tracen

... PropFlow is a VS Code extension that helps React developers understand prop flow through component hierarchies. THE PROBLEM Debugging prop drilling is painful. You search for a prop name, get 47 results, and spend 20 minutes manually tracing

... taught me this the hard way: an AI that gives a confident-sounding answer when it's actually guessing is more dangerous than one that says it isn't sure yet. We ended up building explicit confidence grading (Verified vs Needs Review vs

... focused expertise. Reusable Workflows Code review, debugging, implementation, testing which have built-in patterns you can run with a single command. Multi-Model Discussions Ask multiple AIs (Claude, Gemini, Codex, Grok) together and get a consensus result. Governance & Traceability Guard checks, audit trails, execution traces

... Trace tends to show up where workflows get complex. The parts of work that involve reasoning, coordination, and follow ups instead of simple triggers. If you are using Trace

... curious how people here think about a calmer, signal-first feed in practice. If you ve tried Trace already: What felt immediately useful? What felt missing or confusing? What would make it something you d actually open every day? If you haven t tried it: What would you need to see before giving a feed like this a real shot? What would make you bounce? I m early and still shaping this, so honest feedback (good or bad) is genuinely ...

... makes Sync different? 13ms Latency: Direct browser-to-browser connection via WebRTC. Your speed is determined by your fiber optic connection, not my server. Absolute Privacy: No database. No logs. No cloud storage. If you close the tab, the trace disappears. In-Chat Multimedia: You can preview images and listen to audio (MP3) directly in the chat as soon as you receive them, without leaving the application. Total Transparency: It's hosted on GitHub Pages. The code is complete ...

... tools that connect the messy middle. They route requests, hand off tasks, chase down follow ups, update systems, and generally keep work moving while you re doing literally anything else. The products in the running are @n8n , @Taskade , @Zapier , @Trace , @Relay.app , @Gumloop , @Lindy , @Wordware , @Airtop . Now we want the stories behind the automations. Which one is running your daily ops? Which one replaced a dozen tabs and a recurring headache? What workflow did you set up once and never looked ... ... Relay is the way to go (soo intuitive + incredible support). I use it for: Finding relevant threads for my product on Reddit and drafting SEO optimized comments (super effective) Monitoring brand mentions on Reddit Monitoring customers' complaints about my competitors

... just as important as the automation itself. Happy to share more details or show how it works if that s useful. Comment from Kate Ramakaieva(@kate_ramakaieva): Nice category to be second for the Orbit Awards! I mostly use Trace for content workflows. Stuff like reviewing docs, summarising them, then drafting an overview. When it works, it works REALLY well, like doing 90% of the job for me. Would not be possible if workflows were 100% AI, the tech ... ... files , folders,  you recently worked on, Track app usage time and clipboard history. Access recents files , folders , apps , full clipboard history, favorites in a single click on the menu bar or shortcut key. Comment from Haz Hubble(@hazhubble): @Trace

... some questions about connecting your repository to start identifying risks in your dependencies so here's a super easy guide with screenshots to get you up and running with Trace-AI! What is Trace

... Product Hunt community! When we launched Trace-AI, we promised multi-ecosystem support. Today, we're delivering: Java/Maven Central scanning is now live. What this means: Full transitive dependency analysis for Java projects (including Spring Boot, Hibernate, etc.) Same risk scoring across Python, JavaScript AND Java Unified dashboard for polyglot codebases Complete SBOM generation for Maven projects Why we built this: Most teams don't use just one language. You need ONE tool that understands your ENTIRE supply chain ... ... what ecosystem to tackle next! Product Hunt Community Exclusive: Our launch promo code is still active! Grab the code from our Product Hunt launch page and unlock 2 additional repos when you sign up. Ready to dive in? Check out Trace

... everyone, First off, a massive thank you With your support, Trace became #4 Product of the Day on Product Hunt! Seeing installs come in from the USA, Canada, India, Singapore, and beyond has been incredibly exciting for our team. Since launch, many of you have jumped straight in trying Trace

... super excited for our first launch on PH! Please check out our product here since teaser links are gone (haha) https://www.producthunt.com/prod... You should all mark yours and your network's days on Trace :) Wishing everyone who launches today the best ...

... finally cut through the fog: Move fast caution kills startups. We sprinted: - 54 expert interviews in two weeks - Shipped our first code - Closed three big pilots After a long, scrappy road we re finally building something that feels inevitable: @Trace a workflow automation platform that breaks down existing projects, assigns repetitive tasks to AI agents and routes the rest to the right people. Teams jump from idea to execution in minutes, without changing how they work ... ... fatal flaws. 2. Momentum beats certainty. Speed produces real signals. 3. Stay small and decisive. Two aligned builders beat a stuck dozen. 4. Talk to users daily. Conversations outclass conjecture. If repetitive busywork drains your team, let s chat. @Trace