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incursio
Security audits by AI agents, on your Claude or ChatGPT plan
AI agents that audit your code for security vulnerabilities, on your Claude or ChatGPT subscription or on local models with Ollama. Based on Strix. Join the open beta.
I’m Elias, and I built Incursio because security audits were the one part of shipping I kept putting off. Pentests are expensive and slow, scanners drown you in false positives, and pasting code into a chat window doesn’t scale
past a single file.
Incursio is a Mac app built on Strix, the open-source agent framework for security testing. Point it at a project folder and a team of AI agents works through your code the way a security reviewer would, then hands you a report of findings ranked by severity.
What makes it different:
🔑 No new bill. Run audits on the Claude or ChatGPT subscription you already pay for, on a local model with Ollama, or with your own Anthropic, OpenAI, Gemini or OpenRouter key.
🖥️ Runs on your Mac. Audits run locally in a Docker sandbox. Your code never goes to our servers, only to the model you choose (and nowhere at all with Ollama).
📊 Know where you stand. The dashboard shows open findings by severity, how fresh your last audit is, how many files changed since, and what the audit would have cost at API rates.
🔁 Audit only what changed. Re-run on just the files that changed since the last audit instead of starting over.
💸 Spending limits. On API keys, each audit stops at a limit you set ($10 by default). Usage rings show what’s left of your Claude and ChatGPT plans.
✅ No terminal needed. The first window sets up Docker, the sandbox and your model for you. Signed and notarized by Apple, and it updates itself.
It’s free during the open beta. Windows and Linux are on the way: there’s a waiting list on the site.
I’d love your feedback, especially on what it finds (and misses) in your own code. There’s a Send feedback button right in the app, and I’ll be here in the comments all day.
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About incursio on Product Hunt
“Security audits by AI agents, on your Claude or ChatGPT plan”
incursio was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #86 on the daily leaderboard. AI agents that audit your code for security vulnerabilities, on your Claude or ChatGPT subscription or on local models with Ollama. Based on Strix. Join the open beta.
incursio was featured in Developer Tools (522.6k followers), Artificial Intelligence (483k followers) and Security (3k followers) on Product Hunt. Together, these topics include over 234.5k products, making this a competitive space to launch in.
Who hunted incursio?
incursio was hunted by Elias Ripari. 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.
Want to see how incursio stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Elias Ripari
Hey Product Hunt 👋
I’m Elias, and I built Incursio because security audits were the one part of shipping I kept putting off. Pentests are expensive and slow, scanners drown you in false positives, and pasting code into a chat window doesn’t scale
past a single file.
Incursio is a Mac app built on Strix, the open-source agent framework for security testing. Point it at a project folder and a team of AI agents works through your code the way a security reviewer would, then hands you a report of findings ranked by severity.
What makes it different:
🔑 No new bill. Run audits on the Claude or ChatGPT subscription you already pay for, on a local model with Ollama, or with your own Anthropic, OpenAI, Gemini or OpenRouter key.
🖥️ Runs on your Mac. Audits run locally in a Docker sandbox. Your code never goes to our servers, only to the model you choose (and nowhere at all with Ollama).
📊 Know where you stand. The dashboard shows open findings by severity, how fresh your last audit is, how many files changed since, and what the audit would have cost at API rates.
🔁 Audit only what changed. Re-run on just the files that changed since the last audit instead of starting over.
💸 Spending limits. On API keys, each audit stops at a limit you set ($10 by default). Usage rings show what’s left of your Claude and ChatGPT plans.
✅ No terminal needed. The first window sets up Docker, the sandbox and your model for you. Signed and notarized by Apple, and it updates itself.
It’s free during the open beta. Windows and Linux are on the way: there’s a waiting list on the site.
I’d love your feedback, especially on what it finds (and misses) in your own code. There’s a Send feedback button right in the app, and I’ll be here in the comments all day.