This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Orca watches your live API traffic and auto-generates documentation ranked by real usage - so your busiest endpoints get documented first, and nothing you actually ship goes undocumented.
Hey Product Hunt 👋
Giorgi here, back with ORCA V1.1.
When we launched, ORCA answered a question most teams couldn't: what APIs are actually running in production? Passive traffic analysis from a mirror port - no agents, no SDKs, nothing touching prod.
But discovery surfaced a second problem. Once you show a team 120 endpoints where their spec claimed 40, the next question is always: "okay… so what do these actually do?" And nobody wants to hand-write docs for 80 endpoints they just found out about.
So V1.1 writes them for you.
ORCA now auto-generates API documentation directly from observed traffic - real request/response shapes, real parameters, real auth patterns. And it ranks by frequency, so the endpoints handling thousands of calls a day get documented first, instead of the one someone hit twice in a staging test. Live traffic in, OpenAPI out.
Still fully on-premises. Still agentless. Still built for banks and government clients who can't ship traffic to someone else's cloud.
The part I find funny: the docs ORCA generates are usually more accurate than the ones people wrote by hand, because traffic doesn't drift from itself.
Would love to hear how you handle API docs today - hand-maintained specs? Generated from code? Given up entirely? (No judgment on the last one.) Happy to dig into the architecture, how the frequency ranking works, or anything else. Fire away!
The mirror port approach is clever for avoiding deployment headaches. One thing that would make this even more useful for us is a visual diff between API versions, so we can quickly see when a new endpoint pops up or an existing one's behavior changes, instead of just getting a flat list of what's currently running.
honestly this looks really clean for teams that don't want to touch production code. one thing though - would be great if you could plug in threat intel feeds directly so the DNS exfiltration detection can flag known bad domains out of the box instead of just catching the pattern
About Orca V1.1 Auto API Docs by Frequency on Product Hunt
“Stop writing API docs. Let traffic do it.”
Orca V1.1 Auto API Docs by Frequency was submitted on Product Hunt and earned 6 upvotes and 5 comments, placing #151 on the daily leaderboard. Orca watches your live API traffic and auto-generates documentation ranked by real usage - so your busiest endpoints get documented first, and nothing you actually ship goes undocumented.
Orca V1.1 Auto API Docs by Frequency was featured in API (98.4k followers), Developer Tools (515.9k followers), Security (2.8k followers) and Vercel Day (28 followers) on Product Hunt. Together, these topics include over 93.8k products, making this a competitive space to launch in.
Who hunted Orca V1.1 Auto API Docs by Frequency?
Orca V1.1 Auto API Docs by Frequency was hunted by Giorgi Gogitidze. 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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Giorgi Gogitidze