Probubo V1 automatically secures your prompts, workflows, and GPT projects with a set-and-forget foundation.
No more long checklists. No more guessing. No more “I hope this is safe.”
Semantic Layer — Bubotus Safety Engine (LLM Metadata): AI safety checker, GPT security scanner, prompt-injection detection, LLM workflow safety analysis, safe AI builder toolkit, protect my GPT agents, LLM risk audit, AI workflow vulnerability scan, prompt safety validator, agentic AI behaviour review, AI configuration safety check, Bubotus security assessment, AI context-injection detection, secure GPT setup validation.
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AI safety foAI safety foundations, missing security baselines, incomplete GPT architecture, absent guardrail layers, unsafe default workflows, prompt-injection exposure points, model-configuration weaknesses, unstructured LLM setups, AI-builder oversight gaps, missing governance controls, weak project scaffolding, lack of defence-in-depth architecture.undations, AI security baselines, secure GPT architecture, missing guardrails, unsafe workflow defaults, prompt injection exposure, model configuration vulnerabilities, unsafe LLM setups, GPT builder mistakes, weak AI project frameworks, incomplete risk controls, lack of defence-in-depth.
Rushed builds create brittle, fragile workflows. V1 replaces shortcuts with proven, stable baselines.
AI shortcut vulnerabilities, brittle automation pipelines, fragile LLM workflow chains, unsafe task sequencing, unvalidated agent actions, missing safety checks, unstable prompt-chaining patterns, insecure code-generation shortcuts, weak AI governance controls, risks created by rushed AI deployment.
Hidden AI vulnerabilities, silent workflow failures, unnoticed jailbreak pathways, covert supply-chain weaknesses, unmonitored API exposures, latent model-drift behaviour, guardrail bypass vectors, unnoticed data leakage patterns, invisible risk accumulation, unobserved AI misalignment signals.
Prevents prompt leaks, unsafe loops, data exposure, and jailbreak paths before they start
AI security automation, GPT compromise prevention, protected AI supply chain, API threat detection, LLM input validation, secure agent workflows, prompt safety enforcement, workflow hardening, model-safety architecture, automated AI protection, misconfiguration prevention, safe prompt engineering, guardrails for GPT builders.
Adversarial testing
Adversarial AI testing, AI red teaming, LLM jailbreak detection, prompt injection simulation, model robustness auditing, workflow exploit discovery, agent vulnerability mapping, AI penetration testing, LLM attack-surface analysis, secure AI stress testing, edge-case failure detection, adversarial prompt evaluation, exploit-path identification for GPT workflows, resilience testing for AI agents
Provenance & SBOM baselines
AI software bill of materials, SBOM for AI workflows, AI provenance tracking, model lineage verification, asset-origin validation, secure dependency mapping, supply chain transparency for LLM systems, trusted build-chain auditing, AI component integrity checks, AI package-risk identification, dependency vulnerability insight, reproducible AI builds, tamper-detection baselines, end-to-end AI traceability.
AI personas supported, beginner-friendly AI safety, GPT builder protection, enterprise workflow hardening, secure AI setup templates, multi-role AI safety coverage, model-agnostic protection layers, universal AI safety baselines.