Responder is an AI bug-fixing agent that plugs into the Sentry or Datadog Slack channel you already run. One-click synch, no new telemetry to install. On every alert it investigates with full context, filters out the noise, and for real issues replies right in the thread with the root cause, the evidence, and a mergeable PR. Prompts, memory, repo access, and escalation rules are fully customizable, so you're building your own debugging agent, not renting ours.
Hey ProductHunt! Nicolò here, co-founder of Superlog.
A lot of you started using Superlog after our first launch, and honestly the feedback shaped this one. The thing we kept hearing: "I already have telemetry set up, my alerts already land in Slack. I don't want another dashboard to click through. I just want the bug fixed."
Fair. So we built exactly that.
Superlog Responder lives in the ops channel where your alerts already show up. When something breaks, it doesn't ping you to go investigate, it investigates itself, using your Datadog, your Sentry, your Notion, your repo, your read-only DB. Then it opens a PR with the fix.
You wake up to a diagnosis and a draft PR instead of a red channel and a 3am panic about which century it is.
And because it's open source and fully customizable (prompts, memory, tools, repo), you're not renting our agent. You're building your own debugging teammate, on your data, on your infra. Cloud option if you'd rather not deal with the deployment.
We'd love your feedback, and we're onboarding early teams by hand this week. Ask us anything below.
auto PR straight from a sentry alert is the dream 🔥 hows acceptance holding up in prod?
This is interesting, but I am wondering what is it that would make me switch from DataDog's own Bits AI (other observability platforms implementing their own agents nowadays to close the loop with a fix)? Just trying to figure out the relevant difference. Thanks.
Love that you made a bug-fixing agent that's actually free and open-source. Most tools in this space go straight for the paywall, so betting on open really stands out.
Congrats on you launch and good wishes for your success.. just curious, are you a YC startup or Garry generally loves your product.. thanks..
The auto-instrument path is what stands out to me — as a solo founder I don't have a Sentry/Datadog + Slack ops setup, my "ops channel" is basically just me. Does the OpenTelemetry-from-scratch flow work well for a small single-person repo, or is this really tuned for teams already drowning in alerts?
Congrats with the launch. It would be perfect to have option installed CLI’s in your sandboxes
Congrats! Gotta give it a try, what kind of sandbox are you using right now? By the way, how do you make sure that secrets/connections don't leak from the agent? That could be pretty easy to prompt inject
Interesting approach! One question: how do you prevent the AI from proposing fixes that are technically correct but don't align with a team's architecture or coding standards? False positives are pretty common with automated debugging tools, so I'm curious how you handle that
Looks cool! How do you test and iterate on prompts / models? I'm guessing that if the triaged alerts are noisy it's not that much better than usual Sentry/Datadog alerts
Sounds like a cool tool! Great that you're offering a free tier for folks to test out. How are you approaching growth? What's your ICP?
Sounds like a cool tool! Great that you're offering a free tier for folks to test out. How are you approaching growth? What's your ICP?
Congrats guys, going from a Sentry alert straight to a fix PR is sick, what changed after previous launch?
Awesome boys, love the agent approach on top of logs, congrats on the strong +90% PR-merge rate
Love it, been using Responder in beta for few days now and it's awesome, well done team
About Superlog Responder on Product Hunt
“Free, open-source AI bug-fixing agent”
Superlog Responder launched on Product Hunt on August 6th, 2026 and earned 294 upvotes and 41 comments, earning #3 Product of the Day. Responder is an AI bug-fixing agent that plugs into the Sentry or Datadog Slack channel you already run. One-click synch, no new telemetry to install. On every alert it investigates with full context, filters out the noise, and for real issues replies right in the thread with the root cause, the evidence, and a mergeable PR. Prompts, memory, repo access, and escalation rules are fully customizable, so you're building your own debugging agent, not renting ours.
Superlog Responder was featured in Developer Tools (518k followers), Artificial Intelligence (476.7k followers) and GitHub (41.4k followers) on Product Hunt. Together, these topics include over 223.8k products, making this a competitive space to launch in.
Who hunted Superlog Responder?
Superlog Responder was hunted by Garry Tan. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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