The next era of application security.
Stop chasing findings that never mattered. Protect the ones you could never fix.
From real risk to verified protection, powered by runtime intelligence, exploit validation, and validated remediation.
ProductionSelf-Healing Application
A self-healing app defends itself by proving exploits, fixing what it can, mitigating what it cannot, and protecting production. Kodem uses runtime intelligence to identify actual execution.
The old model assumes. Kodem proves.
Traditional application security runs on assumptions: that every finding deserves attention, that every recommended fix should ship, that every open ticket represents real risk. Code is written faster than ever, findings grow faster than any team can clear them, and most of what gets flagged never executes in production.
Kodem replaces assumptions with evidence, so effort goes to the risk that is actually real. Buying more scanning buys a longer to-do list, not less risk. Proving what actually executes is what turns the queue back into security.
From noise to evidence.
You no longer choose between speed and confidence.
Until now, the choice was move fast and risk breaking production, or validate by hand and wait weeks. Kodem removes the tradeoff: immediate, reversible protection the moment a risk is proven real, while the durable fix ships and is verified.
For the first time, application security can make evidence-backed decisions continuously, at machine speed, and under your control.
The application should not wait to be patched. It should take part in its own defense.
Kodem turns an application into a system that finds, validates, fixes, and defends itself. Three coordinated agents run one continuous loop, an approach to agentic AI security built on runtime intelligence that proves what actually executes.
Five moves. One closed loop.
See what's real
Runtime-informed testing probes the paths that actually matter.
Prove it
Confirm what is exploitable and capture the evidence.
Contain it now
Hold the risk with a validated, reversible Dynamic Fix.
Fix it for good
Ship the durable fix as a reviewable pull request.
Verify it worked
Protect production, then confirm the risk is gone.
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Three agents, one loop
The three agents share one body of evidence. Kai Red proves what is exploitable and captures the proof. Kai Blue resolves it with a durable fix or a validated, reversible Dynamic Fix. Kai Defend protects production and verifies the risk is gone. One loop, one source of truth.
Kai Red: Exploit-verified evidence.
Runtime-informed exploit validation that proves what is exploitable in the live application, with the evidence.
Kai Defend: Protection that verifies.
Application detection and response that protects the running application while the fix ships.
Some software cannot be patched.
It can still be protected.
Many production codebases cannot be patched the usual way, whether from abandoned dependencies, legacy applications, or third-party software without source. Most tools just flag the CVE and leave the ticket open. Dynamic Fix protects the software at runtime with a validated, human-readable, reviewed, and reversible mitigation.
Know it worked.
Every response is judged on two dimensions: security, does it stop the validated attack, and reliability, does the representative legitimate behavior keep working. Each resolution ships with its evidence.
Frequently Asked Questions
A self-healing application takes part in its own defense instead of waiting for a ticket to be worked. Kodem uses runtime intelligence to prove what is actually exploitable, ship a durable fix where one exists, apply a validated and reversible mitigation where a patch is not yet possible, and protect the running application while the fix ships. Every action is evidenced and reviewable, not automatic and unattended.
Scan-and-ticket tools find issues and hand your team a queue. Most of what they flag never executes in production, so the backlog grows faster than anyone can clear it. Kodem starts from what actually runs: it confirms what is exploitable with runtime evidence, then acts on it by fixing, mitigating, and protecting. The result is a closed loop from real risk to verified protection, rather than a longer to-do list.
Kai Red proves what is exploitable in the live application through runtime-informed testing and captures the evidence. Kai Blue resolves it, either as a durable pull request or, when a patch is not yet possible, a validated and reversible Dynamic Fix. Kai Defend protects the running application and then verifies the fix resolved the risk. One body of evidence flows through all three.
No. Self-healing describes the loop, not hands-off automation. Kodem gathers the evidence, proposes the response, and can apply targeted, reversible mitigations, but durable fixes ship as reviewable pull requests and a person stays in control of what goes out. Every action is human-readable and can be rolled back. The goal is to remove the manual triage, not human judgment.
Dynamic Fix is a validated, reversible mitigation applied at runtime for software that cannot be patched in the usual way, such as abandoned dependencies, legacy applications, or third-party code without source. Instead of leaving a CVE flagged and a ticket open, Kodem protects the affected behavior at runtime with a human-readable, reviewed control that can be removed once a durable fix ships.
ProductionSee the loop close.
Bring something you cannot patch. We will show you the Dynamic Fix.