AI defender agents trained against AI attacker agents in real cybersecurity combat. Not simulation. Not tabletop exercises. Swarm versus swarm warfare, governed cryptographically.
AI is being used to attack. AI-generated websites ship with vulnerabilities baked in. AI-assisted attackers probe surfaces, exploit weaknesses, and move faster than human defenders can respond.
Traditional security testing relies on static rules and signatures. Run a scanner, get a report, file it, repeat next quarter. Modern attackers adapt, evolve, and swarm.
Everyone taught AI to write code. Almost nobody taught it to break code. Nobody is training AI defenders by fighting them against AI attackers in a controlled arena.
Other security tools produce reports. Opinions. But when a regulator asks for proof of testing, the evidence is scattered. Not cryptographic. Not verifiable.
Attackers exploit the AI layer itself. Prompt injection, model manipulation, agent hijacking. New attack surfaces that traditional tools do not cover.
AgenticTestari is powered by Sentinel-Hub — a deployable defense fleet where AI defender agents are trained against AI attacker agents in real cybersecurity combat. Every action on both sides is governed cryptographically by parviGov.
AI attacker swarm · 7 roles · 160+ runs
Aegis · Escudo · Night · Forge · full parvi stack
Not a design document. Not a concept. Built, operational, and has run over 160 times. Seven specialized swarm roles:
Every NIGHTFALL action is governed by parviGov. Attack techniques are captured, catalogued, and available as training material — proven cryptographically.
A purple fight combines red attacking and blue defending into a single engagement. The RAID Lab has run 80+ purple fights with defense scorecards. Each fight follows three phases:
Fight traces are converted into defense-training rows. 45 sandbox fights have been consumed into the v1 train pack, generating 299+ unified training rows across attack tagging, triage, dossier, and unified defense.
Monitors for attacks, trips on indicators, and alerts the defense swarm. Operational in detect-only mode.
Compiles intelligence on detected threats. Creates evidence-backed reports of what was attacked and how.
Develops defense strategies based on fight lessons and threat intelligence.
Some decisions require human judgment. Forge provides the gate. Clean, organized human-in-the-loop.
Each defender is powered by the full parvi stack: parviSight for browsing, parviClaw-core for execution, parviALMA for memory, parviGov for governance.
parviGov runs as the unified governance hub. This is what makes AgenticTestari fundamentally different from any other security testing product.
Defenders trained in the RAID Lab deploy to customer environments and protect real systems. They bring combat training with them.
Already fought NIGHTFALL. Already seen attack patterns. Arrives prepared.
New patterns in the field feed back to the RAID Lab. Training material for the next generation.
Not a monitoring tool. An agent that browses, executes, remembers, and is governed.
Not simulations. NIGHTFALL actually attacks. The damage is real inside the sandbox.
Every action, attack and defense, provable via parviGov. Not logged. Proven.
Defenders improve from each fight. Fight traces become training data. The loop is live.
Defenders operate as a coordinated flock. Not isolated scripts.
Trained defenders deploy to customer environments and continue learning.
Others assist. We execute. Others run scanners and file reports. We train defenders in governed combat and deploy them to protect real systems.
AgenticTestari ships in two packs, but only after the RAID Lab reaches production maturity. Defenders that have not proven themselves in combat are not sold.
For datacenters, enterprise companies, and medium-to-large organizations. Commercial deployment with commercial contracts.
For governments and institutions that can hold a contract. Contract-gated institutional path with compliance and procurement appropriate to public sector.
Hard gate: No pack is sold or shipped before the RAID Lab is done. Non-negotiable. In the near term, penetration testing engagements generate immediate revenue while the defender fleet matures.
Others test with static rules. We fight swarm against swarm, and the winners deploy. Others record what happened after the breach. We prove what happened, cryptographically, before and after.
Penetration testing engagements with cryptographic evidence. Immediate availability for enterprise.