Stop Drowning in Vulnerabilities.
Automate Your VulnOps.
Artiphishell ingests findings from the scanners you already run, strips the false positives, and ships PR-ready fixes for the bugs that are actually exploitable.
Anyone can claim expertise. We can prove ours.
Recognized at the highest levels of cybersecurity.
Fig. 00 — artiphishell · brand specimen
01 — The problem
Three problems every security team has: Backlog, Triage, and Patching.
We solve all three.
Problem 01
An infinite backlog of issues.
Scanners, bug-bounty programs, researchers, and your own team file findings non-stop, yet only a fraction are ever exploited. Nothing tells you which are real, which are false positives, and which are pure hallucination.
→ Our solution
Surface only real, reproducible issues.
We pull every source into one queue, then pressure-test each finding with LLM infused program analysis, deterministically reproducing the genuinely exploitable bugs and setting the rest aside.
Problem 02
Triage devours your time.
Even when the bugs are real, proving why they happen is time consuming, especially for complex systems. Your team burns hours of manual investigation instead of shipping the fixes that matter.
→ Our solution
Triage done for you.
Artiphishell reproduces each real vulnerability with a working proof of exploit and hands your engineers a short, ranked list of confirmed issues; evidence attached, no ghosts to chase.
Problem 03
Fixes require reproduction.
To fix a bug and write a regression test that keeps it fixed you need an input that reliably triggers it. Even once you understand the vulnerability, building that trigger is a whole new journey.
→ Our solution
Automated patch creation and verification.
You get a well-tested, PR-ready patch for each confirmed bug, with the reproducing testcase that proves it. Merge with confidence.
An alert is a suggestion. A reproduction is a fact.
Why do we not just re-rank?
Heuristics guess if a bug is real. We prove it.
Reachability tools rank a finding as likely-exploitable and stop there. Artiphishell locates the bug and precisely generates the input that triggers it and the patch that fixes it.
Your scanner
Flags thousands of potential issues, all of which could be reachable, exploitable, or ultimately just noise.
Typical Vulnerability Management Solutions
Re-order the list by likely exploitability. Mostly educated guesses on reachability and exploitability, but still guesses. Your team's job is to confirm, not guess.
Artiphishell
Fully reproduces only the real bugs with a working proof of exploit, then opens a PR-ready fix. Confirmed, not ranked.
02 — How it works
From scanner alert to verified fix.
Automatically.
Every alert runs through our five-stage autonomous pipeline: build, reproduce, verify, patch, and test. Each phase is gated by strong verification mechanisms to ensure the integrity and effectiveness of each step.
01
Build the environment
We reconstruct the runtime environment of your project to reproduce the bug, instead of just reading the code.
✓ Build verified
02
Generate a proof of concept
Real program analysis: fuzzing, dynamic analysis, and LLM-assisted techniques that produce an input that actually triggers the bug.
✓ PoC verified
03
Verify the issue
Every finding is checked against ground truth: confirmed real and reproducible within the runtime environment and the scope of your project. We only allow through real, triggerable bugs, not maybes.
✓ Issue verified
04
Generate the patch
We write the fix as a clean, reviewable, PR-ready source-code patch that can be merged immediately.
✓ Patch ready
05
Patch verification
We re-run the exploit against the patched build and probe for bypasses to ensure the fix holds and can't be regressed or side-stepped.
✓ Regression-proof
03 — Works with your stack
Plugs into the stack you already run.
No new scanner, no migration, nothing to install. Artiphishell ingests from the tools you already run. With native GitHub and GitLab integrations we sync verified fixes back into the platforms you use.
Scanners
- CodeQL
- Semgrep
- SonarQube
- Black Duck
- Snyk
+ 20 more
Code platforms
- GitHub
- GitLab
- Bitbucket
- Azure DevOps
Issue trackers
- Jira
- Linear
- Asana
- Shortcut
Route & notify
- GitHub PRs
- Slack
- Microsoft Teams
Live in an afternoon
Connect a repo.
Keep the scanners you already run.
Verified fixes land back in your tools.
04 — Early access
Connect your stack. Filter the noise.
Be among the first.
Regain freedom from your backlog.
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Get early access
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Free during the closed beta — no credit card required.