GhostFrame Studios / Independent software laboratory
We build what should exist. Original software for problems without good answers—across AI, cybersecurity, simulation, and creative technology.
GF / ORIGINBUILD THE MISSING SYSTEM
METHOD / 04PROVE BEFORE CLAIM
SIGNAL ACQUIRED
00 / The premise
Some problems stay unsolved because everyone assumes someone else already handled them. GhostFrame builds the missing systems.
We start with the hard part, test the claim, state the limit, and keep going only when the idea survives contact with reality.
01 / Featured systems
Each system exists for a different failure in the status quo. Maturity is labeled directly; research is not dressed up as production.
See the municipal red flags before you commit to the property.
GhostFrame researches the included Tampa municipal and government sources, identifies documented issues and unresolved items, and provides the supporting source evidence in one property-risk report.
Extreme adversarial testing for consequential AI systems.
A GhostFrame research program exploring how authorized AI systems can be pushed toward verified failure, traced through propagation, evaluated under containment, and replayed after remediation. It is not presented as production-ready infrastructure.
AI-agent qualification, release control, and runtime security infrastructure.
GhostGate binds exact versions, behavior evidence, permissions, policy, human review, and signed attestations to consequential AI-agent release decisions.
Know what they proved. Not what they claimed.
A local-first analyst workspace for comparing cyber-extortion claims, supplied material, and authorized reference data—without turning incomplete evidence into certainty.
02 / More from the studio
GhostFrame is broader by design. Security, simulation, memory systems, and creative tooling belong together when the unifying discipline is serious engineering.
Exploration of how known contaminated knowledge may propagate through retrieval, decisions, and behavior—and how bounded repair paths can be evaluated under human authority.
View research boundaryDecision-driven cyber incident training built around operational choices, consequences, and after-action learning.
View in LabsUV-aware vehicle-livery production tooling for precise creative workflows and repeatable asset output.
View in Labs03 / Operating principles
Originality matters. Real engineering matters more. The studio’s public claims should never outrun the systems behind them.
Resolve the technical unknown that could kill the idea before polishing the story around it.
Keep evidence attached to the claim, label the environment, and make the path to review legible.
A prototype is a prototype. Research is research. The boundary is part of the product, not fine print.
Do not preserve a concept merely because effort has already been spent. Go deep only when the idea survives.
GF / Labs
Labs is where emerging systems can be examined without pretending every experiment is a finished product.
Work with GhostFrame
GhostFrame works selectively on technical evaluations, controlled pilots, and unusual engineering problems. Bring the constraint, the failed workflow, or the claim that needs proving.
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