Sultan Aky@silentbiohack
silentbiohack
🤓 Latest Submissions
ChimeraAI
CHIMERA is an autonomous adversarial intelligence platform designed to secure enterprise AI agents before real attackers can exploit them. As organizations rapidly deploy AI agents with access to emails, APIs, CRMs, RAG pipelines, internal documents, and autonomous workflows, traditional cybersecurity approaches are becoming insufficient. Prompt injections, jailbreaks, memory poisoning, unsafe tool usage, and data exfiltration attacks evolve too quickly for static defenses and periodic security audits. CHIMERA solves this problem by continuously running coordinated AI attacker swarms against sandboxed enterprise AI environments. Specialized attacker agents autonomously perform reconnaissance, generate exploit chains, mutate successful attacks, and evolve new adversarial variants in real time. At the same time, a defensive intelligence layer powered by Lobster Trap inspects interactions, classifies threats, blocks unsafe behavior, quarantines compromised actions, and automatically synthesizes new defensive policies. The platform visualizes exploit evolution through mutation graphs, exploit lineage tracking, and AI-native threat intelligence dashboards. CHIMERA effectively creates a live AI-vs-AI security ecosystem where both attackers and defenders continuously evolve against each other. The platform includes: * AI-vs-AI Attack Arena * Exploit Mutation Engine * Attack Genome & Lineage Tracking * Autonomous Defense Core * Enterprise Sandbox Environments * Real-Time Telemetry & Threat Intelligence * Multi-Tenant SaaS Architecture * Replay & Audit Systems CHIMERA never attacks real-world systems. All testing occurs inside isolated synthetic enterprise environments with controlled permissions and simulated vulnerabilities. Traditional cybersecurity protects infrastructure. CHIMERA protects cognition itself.
19 May 2026
InsightForge
InsightForge is an autonomous AI-powered market intelligence platform built to transform weeks of strategic research into minutes of autonomous execution. Instead of manually searching through websites, PDFs, spreadsheets, reports, and fragmented data sources, users can enter a research topic and launch a fully automated intelligence workflow. The platform orchestrates a complete multi-step pipeline using Gemini 2.5, LangGraph, Tavily, and Firecrawl. InsightForge automatically creates a research plan, generates targeted search queries, discovers and filters high-authority sources, extracts content, analyzes competitors, identifies market trends, builds SWOT analysis, and generates executive-ready reports with citations and confidence scoring. We designed InsightForge as a real enterprise SaaS product rather than a simple AI chatbot wrapper. The interface emphasizes operational visibility, autonomous orchestration, telemetry, execution logs, and transparent AI reasoning. Users can monitor live workflow progress, source discovery, extraction stages, and analytical synthesis in real time. The platform supports multiple operational modes including Quick Scan, Deep Research, Investor Mode, and Competitor Intelligence, making it useful for founders, investors, analysts, consultants, and strategy teams. We also implemented a complete monetization layer with pricing tiers, usage tracking, enterprise workflows, audit logging, API integrations, and white-label export capabilities. InsightForge demonstrates how autonomous AI agents can become a real operating layer for strategic business intelligence and market research.
19 May 2026
